<?xml version="1.0" encoding="UTF-8"?><rss xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:content="http://purl.org/rss/1.0/modules/content/" xmlns:atom="http://www.w3.org/2005/Atom" version="2.0" xmlns:itunes="http://www.itunes.com/dtds/podcast-1.0.dtd" xmlns:googleplay="http://www.google.com/schemas/play-podcasts/1.0"><channel><title><![CDATA[22Astronauts: Signal: Resources]]></title><description><![CDATA[Resources]]></description><link>https://www.22astronauts.com/s/resources</link><image><url>https://substackcdn.com/image/fetch/$s_!od6G!,w_256,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd0468208-d0c1-45ef-b993-5919a1bed562_1280x1280.png</url><title>22Astronauts: Signal: Resources</title><link>https://www.22astronauts.com/s/resources</link></image><generator>Substack</generator><lastBuildDate>Tue, 21 Apr 2026 11:26:36 GMT</lastBuildDate><atom:link href="https://www.22astronauts.com/feed" rel="self" type="application/rss+xml"/><copyright><![CDATA[Ilir Aliu]]></copyright><language><![CDATA[en]]></language><webMaster><![CDATA[22astronauts@substack.com]]></webMaster><itunes:owner><itunes:email><![CDATA[22astronauts@substack.com]]></itunes:email><itunes:name><![CDATA[Ilir Aliu]]></itunes:name></itunes:owner><itunes:author><![CDATA[Ilir Aliu]]></itunes:author><googleplay:owner><![CDATA[22astronauts@substack.com]]></googleplay:owner><googleplay:email><![CDATA[22astronauts@substack.com]]></googleplay:email><googleplay:author><![CDATA[Ilir Aliu]]></googleplay:author><itunes:block><![CDATA[Yes]]></itunes:block><item><title><![CDATA[Investor Q&A: Robotics & AI Startups (Pre-Seed to Series A)]]></title><description><![CDATA[[Best-Practice Answers]]]></description><link>https://www.22astronauts.com/p/investor-q-and-a-robotics-and-ai</link><guid isPermaLink="false">https://www.22astronauts.com/p/investor-q-and-a-robotics-and-ai</guid><dc:creator><![CDATA[Ilir Aliu]]></dc:creator><pubDate>Tue, 16 Dec 2025 12:21:22 GMT</pubDate><enclosure url="https://substackcdn.com/image/fetch/$s_!jwp1!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F8d49c6ad-9265-4607-986e-496ec00c834c_1168x784.png" length="0" type="image/jpeg"/><content:encoded><![CDATA[<h2>Problem &amp; Solution</h2><p><strong>Q: What problem are we solving and why is now the right time?</strong></p><ul><li><p>We solve a <em>specific pain point</em> (e.g. labor shortage, high manual costs, safety issue) in [industry], backed by data (e.g. X% productivity loss).</p></li><li><p>Our timing is urgent: <strong>market drivers</strong> like labor shortages and improving tech (cheaper sensors, powerful AI) have created unprecedented demand for automation.</p></li><li><p>Early validation: pilot customers report [quantified benefit] (e.g. 30% fewer errors, 2&#215; throughput) proving real ROI.</p></li></ul><p>In our pitch, we clearly define the <strong>user pain</strong> and quantify it. For example, with manufacturing labor shortages rising, our robot automates [task] to deliver cost savings and throughput gains. Robotics is hitting a tipping point: sensors are now inexpensive and AI is mature, meaning solutions that were impractical years ago are now feasible<a href="https://qubit.capital/blog/funding-robotics-advanced-materials-ventures#:~:text=Labor%20shortages%20across%20industries%20create,Service%20industries%20seek%C2%A0efficiency%20improvements">qubit.capital</a>. We tie the solution to a <strong>measurable impact</strong> (e.g. $ saved per shift), and cite early pilot feedback that customers see real value. This shows investors the problem is acute, the need is validated, and the timing (technology and market) is perfect.</p><div class="subscription-widget-wrap-editor" data-attrs="{&quot;url&quot;:&quot;https://www.22astronauts.com/subscribe?&quot;,&quot;text&quot;:&quot;Subscribe&quot;,&quot;language&quot;:&quot;en&quot;}" data-component-name="SubscribeWidgetToDOM"><div class="subscription-widget show-subscribe"><div class="preamble"><p class="cta-caption">Scaling Deep Tech is a reader-supported publication. To receive new posts and support my work, consider becoming a free or paid subscriber.</p></div><form class="subscription-widget-subscribe"><input type="email" class="email-input" name="email" placeholder="Type your email&#8230;" tabindex="-1"><input type="submit" class="button primary" value="Subscribe"><div class="fake-input-wrapper"><div class="fake-input"></div><div class="fake-button"></div></div></form></div></div><p><strong>Q: What is our solution and how does it uniquely address the problem?</strong></p><ul><li><p>Our product is a [robot/AI system] that [brief description of how it works]. It uses proprietary [algorithms, hardware design, sensors] tailored to [problem].</p></li><li><p>We highlight <strong>differentiators</strong>: e.g. modular design for easy scale, unique AI model trained on real data, or specialized end-effector.</p></li><li><p>We emphasize <strong>benefits</strong>: faster ROI (e.g. payback in 6 months), higher accuracy, reduced downtime, etc., compared to existing options.</p></li></ul><p>We pitch the solution as both technically novel and customer-ready. For instance, our robot integrates a custom AI vision system that reduces error rates by X%, and is designed to plug into standard factory workflows. We stress our <strong>proprietary edge</strong> &#8211; for example, a new control algorithm or unique data-collection that competitors lack &#8211; which translates to higher performance and defensibility. Investors expect not only a good idea but evidence it works in practice: we demonstrate a working prototype (even if just at TRL6/7) and explain why our approach is not just incremental. By comparing to current &#8220;work-arounds&#8221; (e.g. manual labor or legacy automation), we show clear ROI and explain why our tech is a big leap forward, giving confidence in our solution&#8217;s viability.<br></p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!jwp1!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F8d49c6ad-9265-4607-986e-496ec00c834c_1168x784.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!jwp1!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F8d49c6ad-9265-4607-986e-496ec00c834c_1168x784.png 424w, 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https://substackcdn.com/image/fetch/$s_!jwp1!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F8d49c6ad-9265-4607-986e-496ec00c834c_1168x784.png 848w, https://substackcdn.com/image/fetch/$s_!jwp1!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F8d49c6ad-9265-4607-986e-496ec00c834c_1168x784.png 1272w, https://substackcdn.com/image/fetch/$s_!jwp1!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F8d49c6ad-9265-4607-986e-496ec00c834c_1168x784.png 1456w" sizes="100vw" fetchpriority="high"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg role="img" width="20" height="20" viewBox="0 0 20 20" fill="none" 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y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><h2>Market</h2><p><strong>Q: Who are our target customers and how big is the market?</strong></p><ul><li><p>We define a <strong>large, growing market</strong>: e.g. global robotics market projected ~$72B in 2025 to ~$151B by 2030 (16% CAGR). Our initial segment (e.g. &#8220;industrial picking robots&#8221; or &#8220;healthcare service bots&#8221;) is a multi-billion-dollar slice of that.</p></li><li><p>Ideal customers: [specific profile, e.g. mid-to-large manufacturers/warehouses/hospitals] who share the pain point. We list personas or job titles (e.g. Plant Manager, CTO of X industry) to be concrete.</p></li><li><p>We cite credible data: industry reports, analyst projections, or analogous market growth figures.</p></li></ul><p>We show investors the total addressable opportunity is <strong>venture-scale</strong>. For example, if we target quality inspection robots, we might say that segment is worth $X billion (citing industry sources) out of a $Y billion global automation market. We emphasize that even capturing a small percentage (SAM/SOM) leads to a high-return business. By tying our TAM/SAM figures to reputable research (e.g. Reuters, IDC, or NASDAQ reports) and discussing adjacent trends (like labor shortages driving adoption<a href="https://qubit.capital/blog/funding-robotics-advanced-materials-ventures#:~:text=Labor%20shortages%20across%20industries%20create,Service%20industries%20seek%C2%A0efficiency%20improvements">qubit.capital</a>), we prove the vision. We also explain how we will incrementally expand: starting with one vertical and plan to move into others (e.g. adding [related use case] next) to show a roadmap for market growth.</p><p><strong>Q: How have we validated market demand?</strong></p><ul><li><p>We&#8217;ve <strong>engaged early customers</strong> via pilots/POCs and collected feedback/LOIs. E.g. &#8220;We ran a 3-month pilot with [Company], which resulted in [outcome] and a signed letter of intent.&#8221;</p></li><li><p>We show any <strong>metrics</strong> from trials: performance gains, user satisfaction, or contingent commitments (non-binding LOIs, MOU) from target clients.</p></li><li><p>We highlight <strong>tractions</strong> like number of demos given, pilot partners, and any small early sales or pending contracts.</p></li></ul><p>Investors want evidence that real customers want this. We share concrete validation: e.g. a major XYZ manufacturer tested our system and agreed to a follow-up pilot (validating demand)<a href="https://qubit.capital/blog/funding-robotics-advanced-materials-ventures#:~:text=Validate%20demand%20through%20customer%20pilots,ROI%20justification%20for%20robotics%20investments">qubit.capital</a>. Even if revenues are small, pilots (especially paid ones) count as traction. We quantify the benefits seen in pilots (e.g. &#8220;50% error reduction&#8221;), tying back to ROI, which makes the market case stronger. We also mention industry awards or press if any, but focus on customer interest. By documenting customer engagement and willingness to pay or pilot, we demonstrate that the market we described is real and eager for our solution.</p><h2>Technology &amp; IP</h2><p><strong>Q: What is unique about our technology and what gives us defensibility?</strong></p><ul><li><p>We describe the <strong>core tech</strong> (e.g. proprietary AI model, custom robotics platform). We highlight why it&#8217;s novel: e.g. new algorithm, advanced sensor fusion, modular architecture.</p></li><li><p>Emphasize <strong>scale and reliability</strong>: our design is modular for volume manufacturing and cloud-connected for continual learning. We note that only a few teams have our combination of skills and access.</p></li><li><p>Mention <strong>performance advantage</strong>: cite metrics or test results (e.g. 95% detection accuracy vs 70% for nearest alternative). This shows not just a concept but a better-performing solution.</p></li></ul><p>The goal is to convince investors this isn&#8217;t a commodity solution. For example, we might say &#8220;Our computer vision AI was trained on 1M+ annotated images from live factory floors (a data asset no competitor has)&#8221;, or &#8220;Our robot&#8217;s mechanical design is 5&#215; more durable, cutting maintenance costs.&#8221; We explain why these differences are <strong>hard to copy</strong>: perhaps it&#8217;s years of R&amp;D, specialized know-how, or exclusive datasets. We may have filed patents or can show significant trade secrets (even pending patents) on key components<a href="https://qubit.capital/blog/funding-robotics-advanced-materials-ventures#:~:text=Your%20prototype%20must%20work%C2%A0reliably%20in,robot%20operates%20in%20actual%20customer%C2%A0environments">qubit.capital</a><a href="https://qubit.capital/blog/funding-robotics-advanced-materials-ventures#:~:text=Build%20sustainable%20competitive%20advantages%20through,scale%20returns">qubit.capital</a>. By showing our engineering solves a &#8220;hard problem&#8221; (like autonomous grasping or real-time learning) and that we&#8217;ve already validated it in a realistic setting, investors see our defensibility. We also note any <strong>modular design</strong> &#8211; as experts recommend modular architectures for scalability &#8211; which means we can improve components without redesigning the whole system.</p><p><strong>Q: What intellectual property or data moats do we have?</strong></p><ul><li><p>We list any patents (filed/granted) or patents pending. If not yet filed, we outline a plan or unique element that we&#8217;ll protect.</p></li><li><p>We point out <strong>proprietary data</strong>: e.g. unique annotated datasets, customer usage data for ML improvements, or specialized libraries. This can be a moat: &#8220;No one else has our dataset of [scenario]&#8221;.</p></li><li><p>If relevant, mention trade secrets or exclusive partnerships (e.g. a supplier agreement that others can&#8217;t replicate).</p></li></ul><p>Investors expect a clear moat. We&#8217;ll say, for instance, &#8220;We have 2 provisional patents on our control algorithm&#8221; or &#8220;We&#8217;ve built a unique library of 10,000 annotated medical images that we use to train our model, data that competitors lack&#8221;. From the Qubit report, we note that patent portfolios protect core innovation. If we&#8217;re still early, we commit to an IP strategy. Similarly, if our tech relies on hard-to-get data (like sensitive hospital data), that&#8217;s a moat once under NDA. The answer must reassure investors that copying us won&#8217;t be easy.</p><h2>Business Model</h2><p><strong>Q: How do we make money (business model and revenue streams)?</strong></p><ul><li><p><strong>Primary model:</strong> e.g. direct sales of hardware (robots) + recurring revenue from software licenses or maintenance contracts. Outline pricing (e.g. a robot sells for $X, plus a Y% annual support fee).</p></li><li><p>If applicable, mention service or SaaS aspects (for robotics often add-ons like analytics dashboard, spare parts, training services).</p></li><li><p>We justify margins: robotics can be hardware-heavy, but we project [~Z%] gross margin by optimizing costs over time.</p></li></ul><p>We must explain clearly how money flows in. For example, we might say: &#8220;We sell the robot hardware to customers with a 1&#8211;2 year payback period. Additionally, we offer a cloud analytics subscription (SaaS) for remote monitoring, which adds a recurring revenue stream and high margins.&#8221; If we use a recurring model (e.g. leasing or RaaS model), we explain the benefit of predictable revenue. We use unit-economics thinking: detail cost of goods (bill of materials, manufacturing) versus pricing, as advised. VCs look for a path to 40&#8211;60% gross margins in robotics, so we highlight how design choices and scale will get there (e.g. by moving from custom parts to mass production, reducing component costs, and adding software licensing). Overall, we present a credible revenue model with both one-time and recurring components, and show the business can scale profitably.</p><p><strong>Q: What are our unit economics and margins?</strong></p><ul><li><p>We show <strong>unit cost breakdown</strong>: e.g. &#8220;Each robot&#8217;s bill of materials is $A, plus $B for assembly. We sell at $C, giving an initial gross margin of D%, expected to improve as volume increases.&#8221;</p></li><li><p>If relevant, include <strong>service costs</strong>: warranty, customer support, software hosting. Factor those into lifetime value (LTV).</p></li><li><p>We project <strong>LTV vs CAC</strong> (if applicable): &#8220;We expect a 3:1 LTV:CAC by year 2.&#8221; If no formal CAC yet, describe expected sales cycle and cost.</p></li></ul><p>For hardware startups, investors know margins may start low but improve with scale. We use data: for instance, from Qubit we note that Series A robotics should aim for &gt;40% gross margins. So we explain our path: &#8220;Initially margins may be ~25% (custom builds), but by year 3 we expect &gt;50% due to scaling production. Consumables and software upsells raise margins on each unit.&#8221; We also address unit economics explicitly as advised &#8211; showing we&#8217;ve calculated component costs, labor, overhead, warranty (even if estimates). This demonstrates financial rigor and that the model is grounded in reality. If it&#8217;s B2B, we mention payment terms (e.g. 30-60 days vs inventory holding) to show cash flow awareness.</p><h2>Go-to-Market</h2><p><strong>Q: What is our go-to-market strategy and sales channels?</strong></p><ul><li><p>We identify <strong>channels</strong>: direct sales, enterprise sales team, distribution partners, system integrators, etc. For example, &#8220;We will sell directly to large manufacturers via a small in-house team, and partner with regional integrators for mid-market.&#8221;</p></li><li><p><strong>Customer acquisition</strong>: targeted outreach at industry trade shows, pilot programs, inbound demos (leveraging industry publications). Possibly a digital marketing strategy for recurring software sales.</p></li><li><p><strong>Strategic partnerships</strong>: We may leverage alliances (e.g. collaborate with existing automation providers or platform partnerships). For example, distribution deals with [established distributor] to tap their network.</p></li></ul><p>We present a clear plan for reaching customers. If we have letters of intent or pilot agreements, we mention that as part of GTM validation. For instance: &#8220;We&#8217;ve already signed an LOI with [Distributor/Integrator] who will resell our robot in [region]&#8221; or &#8220;We are in discussions with [Major Corp] to co-market the solution.&#8221; We highlight that robotics often needs field support, so we might have a hybrid model (e.g. our engineers do initial installs). The Qubit report suggests strategic partners help with market access and validation, so we mention any such relationships and how they will accelerate sales. In bullets, we succinctly list channels and any key partnerships. In the narrative, we explain how these channels match customer buying habits (e.g. &#8220;Industrial buyers trust existing vendor networks, so we plug into [OEM&#8217;s] channel&#8221;) and how that will drive early orders.</p><p><strong>Q: Who are our initial customers or partners, and what traction have they provided?</strong></p><ul><li><p>We name pilots, LOIs or early adopters: &#8220;We&#8217;re engaged with [Company A] to pilot our robot for 3 months (starting Q3) and have a term sheet for 10 units upon success.&#8221;</p></li><li><p>Any early revenue or contract: &#8220;To date we have $X in bookings (or pilot contracts) from [Partner B].&#8221;</p></li><li><p>Mention any endorsements: letters of support, advisory board members from target customers, or media interest.</p></li></ul><p>This complements &#8220;Traction&#8221; by emphasizing sales pipeline and partnerships. If, for example, a healthcare system agreed to test our medical robot (even unpaid), that&#8217;s huge early validation. We quantify: &#8220;This pilot covers 3 clinics and is projected to save $Y/month.&#8221; We highlight if any contract was won on a proof-of-concept basis. This shows progress on the GTM front and that customers trust us enough to commit time/resources. Investors expect founders to line up the first customers and to have started the conversation; we demonstrate that clearly (e.g. &#8220;five LOIs covering a potential $500K annual spend&#8221;), which greatly de-risks our go-to-market.</p><h2>Team</h2><p><strong>Q: Who are the founders and key team members, and why are we the right team?</strong></p><ul><li><p>Brief bios: &#8220;Our team includes [Name, role] who was X at [relevant company/PhD from Y], [Name, role] with expertise in [field].&#8221; Emphasize track records, domain expertise, or unique accomplishments (even outside this company).</p></li><li><p>Technical/industry mix: We note we have both strong engineers (robotics/AI) and business/ops people. Robotics investors expect multidisciplinary teams (mechanical, software, domain experts all covered).</p></li><li><p>Advisors/mentors: Mention any well-known advisors from the target industry or serial entrepreneurs, which adds credibility.</p></li></ul><p>We must sell <em>ourselves</em> as much as the idea. If founders have prior relevant exits or deep technical creds, we highlight that: for instance, &#8220;Our CTO led development of the [successful robotics product] at [BigCorp], and our CEO sold a startup in IoT.&#8221; This addresses the investor desire to see grit and relevant experience. We also acknowledge gaps: &#8220;We&#8217;ve already identified a senior sales hire and a mechanical engineer as our next recruits,&#8221; showing self-awareness. Importantly, we stress that all core team members are <strong>domain experts</strong> in some way, as investors look for domain knowledge. For instance, if building surgical robots, one founder might be a surgeon or have medical device experience. We use this section to portray confidence and capability to execute.</p><p><strong>Q: What roles do we need to hire to complete our team?</strong></p><ul><li><p>We outline immediate hires: e.g. &#8220;We plan to hire a senior Sales Director with industrial IoT experience, a hardware engineer for mass production design, and a software lead for cloud infrastructure.&#8221;</p></li><li><p>We explain timing: these hires are planned post-funding to achieve our milestones (e.g. hire sales in month 3, engineers by month 6).</p></li><li><p>We might note the network we have for recruiting (e.g. advisors helping with talent) or mention equity buffers for key hires.</p></li></ul><p>Investors want to know if there are any critical gaps. In bullets we succinctly list the roles and why: for example, &#8220;VP of Sales &#8211; to close our pipeline; Applications Engineer &#8211; to support pilot deployments; DevOps lead &#8211; to scale our SaaS backend.&#8221; In the narrative, we note we&#8217;ll allocate part of the budget to hiring (as we mention in fundraising). We can also reassure by saying &#8220;We already have candidates in mind&#8221; or &#8220;We&#8217;ve had positive responses at job fairs&#8221;. This shows planning and readiness to scale the team as the company grows, which top-tier investors expect (they often ask &#8220;who are you missing?&#8221; in due diligence).</p><h2>Traction &amp; Metrics</h2><p><strong>Q: What traction or metrics can you share (customers, pilots, revenue, growth)?</strong></p><ul><li><p>Concrete numbers: e.g. &#8220;Achieved $X in pilot contracts; built 3 demo units; on track for Y% MoM user growth.&#8221;</p></li><li><p>Key metrics: If revenue exists, show growth over last quarters; if users or usage, show engagement rates or growth curves. Emphasize momentum.</p></li><li><p>Customer interest: &#8220;We have N letters of intent totaling $M, and [big company] is an early adopter.&#8221;</p></li></ul><p>VCs look for evidence of demand and execution. We present our most compelling evidence first. For an example: &#8220;Over the past 6 months, we secured 2 pilot agreements with enterprise customers and generated $20K in early revenue. Our MRR has grown 30% month-over-month.&#8221; If no revenue, we might show &#8220;20 companies on trial, N signed NDAs, and X happy quotes from beta users.&#8221; We cite guidance that the <strong>growth curve</strong> is a top signal. If we have financials, we mention burn vs revenue. If not, we highlight non-financial traction like product readiness, press, or user testimonials. This convinces investors we&#8217;re on a real growth trajectory.</p><h2>Fundraising &amp; Use of Funds</h2><p><strong>Q: How much are we raising and why?</strong></p><ul><li><p>We state the round size and reason: e.g. &#8220;Raising $1.5M seed to reach MVP and initial market launch.&#8221;</p></li><li><p>Justification: explain how this amount ties to milestones (product dev, hires, market entry). We follow the advice that funds should have clear uses, not be a random number. We outline a <strong>budget split</strong> (e.g. 40% engineering, 30% sales/marketing, 20% operations, 10% reserves).</p></li><li><p>Current status: mention pre-money valuation or percent given (VCs usually expect 15&#8211;20% equity for such rounds.</p></li></ul><p>We make a strong case for the round size. For example: &#8220;With $1M we can complete our pilot product and begin scaling manufacturing. We arrived at this by modeling our burn and estimating a 12-month runway to key milestones.&#8221; We note that angels/seeders usually take ~15&#8211;20% post-money, indicating our valuation. Investors want confidence that our ask is grounded; we mention any co-investors (if any) or convertible notes. We also state the proposed timeline: &#8220;We aim to close by [date] to hit [milestone] in QX.&#8221; This shows we have a plan and urgency.</p><p><strong>Q: How will we use the funds and what milestones will this achieve?</strong></p><ul><li><p>Milestones: List what the funding will achieve, tied to timeline (e.g. &#8220;Q3: finish prototype; Q4: complete beta test; Q1 next year: launch v1 product and onboard 3 pilot customers&#8221;).</p></li><li><p>Use of funds: high-level breakdown (R&amp;D, hiring, MKT/Sales, ops). For instance, &#8220;60% R&amp;D to finish product, 20% sales/marketing to start pilots, 15% hiring key engineers, 5% legal/overhead.&#8221;</p></li><li><p>Next raise: We identify what triggers the next round (e.g. hitting $X MRR or Y enterprise contracts) and planned runway (~18 months from this raise).</p></li></ul><p>Top investors expect a <strong>milestone-driven plan</strong> We provide that: not just &#8220;we want to grow&#8221;, but specifics like &#8220;acquire 5 paying customers and reach $300K ARR to set us up for Series A&#8221;. We tie these to spending: e.g. &#8220;Hiring 2 engineers by month 6 enables product completion by month 9.&#8221; We ensure that these milestones will lead to significant valuation step-ups (echoing the Robotmascot advice that hitting goals should justify a 2&#8211;3&#215; jump). This assures investors their money will create value, and clarifies how long their capital will last.</p><p><strong>Q: What valuation and terms are we considering?</strong></p><ul><li><p>We state the proposed pre/post-money valuation and equity offered (or cap on SAFE, etc.), aligned with market comparables or lead investor feedback.</p></li><li><p>If we&#8217;ve done valuation calculations, we briefly justify: e.g. referencing comparables or revenue multiples.</p></li><li><p>Mention if any special terms: e.g. &#8220;standard seed round, 1x non-participating liquidation preference.&#8221;</p></li></ul><p>Investors will definitely ask this. We frame it with context: for example, &#8220;We&#8217;re targeting a $6M pre-money valuation, which implies about 20% equity to investors. This is in line with recent robotics seed deals and our current progress.&#8221; We may cite Robotmascot that early VCs expect ~15&#8211;20% for risk. We also show openness: &#8220;These terms are negotiable, but we believe this is fair given our team and traction.&#8221; If a lead VC is involved, we mention it, as it strengthens the ask. We ensure the terms sound standard so investors focus on the business, not get hung on unusual caps or preferences.</p><h2>Risks &amp; Mitigation</h2><p><strong>Q: What are the biggest risks for our business and how do we mitigate them?</strong></p><ul><li><p><strong>Technical risk:</strong> e.g. development delays, integration challenges. <em>Mitigation:</em> rigorous testing (as investors recommend proving prototype performance), iterative design, fallback plans (e.g. modular upgrades).</p></li><li><p><strong>Market risk:</strong> slow adoption or competition from incumbents. <em>Mitigation:</em> focus on niche with urgent need, build partnerships (as advised), and have a pivot-ready mindset. We validate demand via pilots to de-risk.</p></li><li><p><strong>Financial risk:</strong> high burn or funding gaps. <em>Mitigation:</em> careful budgeting, exploring non-dilutive funding (grants/SBIR), and aiming for efficient customer acquisition (high LTV:CAC).</p></li><li><p><strong>Regulatory/legal risk:</strong> compliance requirements (e.g. safety or data privacy). <em>Mitigation:</em> early engagement with regulators, plan for certifications (noting we&#8217;ll obtain any needed approvals), and legal counsel on IP.</p></li></ul><p>We acknowledge risks candidly to build trust. For example, we might say &#8220;Scaling hardware has risks (supply chain, yield issues). We mitigate this by locking suppliers early, and the Qubit analysis recommends building out scaled manufacturing plans (partnering with a contract manufacturer).&#8221; On market risk, we note that we target problems with strong ROI to ensure adoption. We highlight any <strong>unique risk mitigations</strong>: e.g. if we have exclusive supply contracts, or if our software-first approach avoids some hardware pitfalls. We reference the Qubit and Robotmascot advice that investors will probe risks intensely, so we should show we&#8217;ve thought through them, not gloss over. This answer instills confidence that we can foresee and handle challenges.</p><h2>Vision &amp; Exit</h2><p><strong>Q: What is our long-term vision and exit strategy?</strong></p><ul><li><p><strong>Vision:</strong> articulate the big picture: e.g. &#8220;We envision [Company] becoming the platform for [industry] automation, expanding from our initial product into adjacent applications.&#8221; Emphasize multiplying impact (e.g. new product lines, new markets) rather than a single product.</p></li><li><p><strong>Exit potential:</strong> note possible acquirers (e.g. &#8220;Potential exits include major robotics/automation firms like [Company X, Y] or an IPO if we scale broadly.&#8221;). You can cite an example of a major acquisition (e.g. Amazon&#8217;s $775M Kiva deal) to illustrate exit scale.</p></li><li><p>Highlight return targets: we plan for a <strong>10&#215;+</strong> return, matching VC expectations.</p></li></ul><p>This final question ties everything to investor returns. We share a compelling <em>story</em>: for instance, &#8220;5 years out, we&#8217;re a multi-product company serving all major manufacturing hubs. We aim to be the [&#8216;<em>X</em> of robotics&#8217;]&#8221; or something vivid. We convey confidence but also realism: yes, large companies do acquire robotics startups (as with Kiva)<a href="https://qubit.capital/blog/funding-robotics-advanced-materials-ventures#:~:text=Return%20potential%20attracts%20sophisticated%20investors,Systems%C2%A0demonstrates%20the%20sector%27s%20exit%20potential">qubit.capital</a>. We say, &#8220;Given the size of our market (&gt;$1B) and our defensible tech, we believe industry giants (like [name companies in space]) would be interested buyers, or we could pursue an IPO if the market allows.&#8221; We reiterate that our plan is aligned with the goal of delivering outsized returns (the Robotmascot piece reminds that VCs want at least 10&#215; multiple). This shows that we&#8217;re thinking big and aligning our strategy with investor objectives.</p><div class="subscription-widget-wrap-editor" data-attrs="{&quot;url&quot;:&quot;https://www.22astronauts.com/subscribe?&quot;,&quot;text&quot;:&quot;Subscribe&quot;,&quot;language&quot;:&quot;en&quot;}" data-component-name="SubscribeWidgetToDOM"><div class="subscription-widget show-subscribe"><div class="preamble"><p class="cta-caption">22Astronauts is a reader-supported publication. To receive new posts and support my work, consider becoming a free or paid subscriber.</p></div><form class="subscription-widget-subscribe"><input type="email" class="email-input" name="email" placeholder="Type your email&#8230;" tabindex="-1"><input type="submit" class="button primary" value="Subscribe"><div class="fake-input-wrapper"><div class="fake-input"></div><div class="fake-button"></div></div></form></div></div>]]></content:encoded></item><item><title><![CDATA[Where to Post Your Robotics or AI Startup]]></title><description><![CDATA[[Channels and Copy-Paste Posts]]]></description><link>https://www.22astronauts.com/p/where-to-post-your-robotics-or-ai</link><guid isPermaLink="false">https://www.22astronauts.com/p/where-to-post-your-robotics-or-ai</guid><dc:creator><![CDATA[Ilir Aliu]]></dc:creator><pubDate>Tue, 16 Dec 2025 12:18:55 GMT</pubDate><enclosure url="https://substackcdn.com/image/fetch/$s_!Qzhp!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F5eb9ea1e-07e8-44b7-8848-c49e2e207f3f_1168x784.png" length="0" type="image/jpeg"/><content:encoded><![CDATA[<h2>Subreddits (Reddit Communities)</h2><p>Reddit has niche communities where tech enthusiasts gather. By sharing your startup on relevant subreddits, you can reach people interested in AI and robotics. <strong>Always</strong> check each subreddit&#8217;s rules before posting, as many have strict policies on self-promotion. Here are some key subreddits:</p><ul><li><p><strong>r/MachineLearning</strong> &#8211; <em>Premier</em> machine learning subreddit (~3+ million members) focused on ML research, projects, and news. Direct promotional posts are <strong>not</strong> allowed on the main feed. Instead, mods provide a weekly <strong>&#8220;[D] Self-Promotion Thread&#8221;</strong> for personal projects, startups, etc.<a href="https://aiexpert.network/r-machinelearning/#:~:text=%2A%20No%20Spam%20%2F%20Self,actively%20polices%20the">aiexpert.network</a>. You should post your startup <strong>there</strong>, including details and perhaps a question to invite discussion. Outside the promo thread, you may share <strong>project updates</strong> (tagged <code>[P]</code>) if they contribute value (e.g. releasing open-source code). <strong>Etiquette:</strong> Be transparent that it&#8217;s your project and <strong>don&#8217;t spam</strong>. Engage with any feedback in comments. <strong>Link:</strong> <a href="http://reddit.com/r/MachineLearning">reddit.com/r/MachineLearning</a> &#8211; look for the latest &#8220;Self-Promotion&#8221; sticky thread.</p></li><li><p><strong>r/artificial</strong> (Artificial Intelligence) &#8211; Largest general AI subreddit (1M+ members) covering AI news, research, and startups. Self-promotion is permitted <strong>sparingly</strong> under a strict &#8220;10% rule&#8221; (no more than ~10% of your posts/comments should be self-promotional)<a href="https://www.reddit.com/r/artificial/wiki/guidelines/selfpromo/#:~:text=10,post%20don%27t%20count%20towards%20this">reddit.com</a>. In practice, this means you should be an active, helpful community member <em>before</em> plugging your startup. Pure ads or link-drops will likely be removed. <strong>Etiquette:</strong> Share your startup only if it&#8217;s genuinely interesting to AI folks (e.g. a new open-source tool or a compelling use-case) and frame it as &#8220;here&#8217;s something we built, would love feedback,&#8221; rather than a sales pitch. <strong>Link:</strong> <a href="http://reddit.com/r/artificial">reddit.com/r/artificial</a>.</p></li><li><p><strong>r/robotics</strong> &#8211; Community of robotics enthusiasts (from hobbyists to professionals). It&#8217;s common to share personal robotics projects, demos, and news here. <strong>Self-promotion policy:</strong> Moderation is lighter if your post is on-topic and showcases tech or asks for feedback (avoid blatant marketing). Often, project posts are tagged as <code>[Project]</code> or similar. The subreddit occasionally hosts &#8220;Showcase&#8221; threads for community projects. <strong>Etiquette:</strong> When posting your robot or AI-driven hardware, include photos/videos and technical details. Emphasize what&#8217;s interesting (e.g. <em>&#8220;Built a warehouse robot that uses AI for navigation &#8211; here&#8217;s a demo, let me know what you think!&#8221;</em>). This invites discussion. <strong>Link:</strong> <a href="http://reddit.com/r/robotics">reddit.com/r/robotics</a> (you can create a new post, just ensure it&#8217;s informative).</p></li><li><p><strong>r/startups</strong> &#8211; Large subreddit (1.8M members) for startup advice and sharing. <strong>No direct ads allowed</strong> on the main subreddit; instead they have a weekly <strong>&#8220;Share Your Startup&#8221; thread</strong> (usually pinned to the top) where founders can post a blurb about their startup<a href="https://notifier.so/reddit/subreddit_analysis/startups#:~:text=,or%20promotion">notifier.so</a>. They also run weekly threads for feedback and specific topics. <strong>Etiquette:</strong> Only post your startup in those dedicated threads. Keep your blurb concise: explain what your startup does and include a clear ask (e.g. &#8220;looking for beta users&#8221; or &#8220;feedback welcome&#8221;). Engage by responding to any Redditors who comment on your share. Outside of those threads, you can ask startup-related questions on r/startups, but frame them generically (e.g. <em>&#8220;How do I validate market X?&#8221;</em> rather than <em>&#8220;Please download my app&#8221;</em>). <strong>Link:</strong> <a href="http://reddit.com/r/startups">reddit.com/r/startups</a> (check for <strong>Weekly &#8220;Share Your Startup&#8221;</strong> post).</p></li></ul><p><em>Posting Tips:</em> On Reddit, timing matters less than <strong>relevance and authenticity</strong>. Ensure you contribute positively to the community (answer others&#8217; questions, join discussions) before and after promoting your own project &#8211; users check your history. When you do share, <strong>be straightforward</strong> about being a founder, and invite feedback or discussion. This transforms a self-promo into a community conversation, which is much better received.</p><div class="subscription-widget-wrap-editor" data-attrs="{&quot;url&quot;:&quot;https://www.22astronauts.com/subscribe?&quot;,&quot;text&quot;:&quot;Subscribe&quot;,&quot;language&quot;:&quot;en&quot;}" data-component-name="SubscribeWidgetToDOM"><div class="subscription-widget show-subscribe"><div class="preamble"><p class="cta-caption">Scaling Deep Tech is a reader-supported publication. To receive new posts and support my work, consider becoming a free or paid subscriber.</p></div><form class="subscription-widget-subscribe"><input type="email" class="email-input" name="email" placeholder="Type your email&#8230;" tabindex="-1"><input type="submit" class="button primary" value="Subscribe"><div class="fake-input-wrapper"><div class="fake-input"></div><div class="fake-button"></div></div></form></div></div><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!Qzhp!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F5eb9ea1e-07e8-44b7-8848-c49e2e207f3f_1168x784.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!Qzhp!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F5eb9ea1e-07e8-44b7-8848-c49e2e207f3f_1168x784.png 424w, https://substackcdn.com/image/fetch/$s_!Qzhp!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F5eb9ea1e-07e8-44b7-8848-c49e2e207f3f_1168x784.png 848w, https://substackcdn.com/image/fetch/$s_!Qzhp!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F5eb9ea1e-07e8-44b7-8848-c49e2e207f3f_1168x784.png 1272w, https://substackcdn.com/image/fetch/$s_!Qzhp!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F5eb9ea1e-07e8-44b7-8848-c49e2e207f3f_1168x784.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!Qzhp!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F5eb9ea1e-07e8-44b7-8848-c49e2e207f3f_1168x784.png" width="1168" height="784" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/5eb9ea1e-07e8-44b7-8848-c49e2e207f3f_1168x784.png&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:784,&quot;width&quot;:1168,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:null,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:null,&quot;href&quot;:null,&quot;belowTheFold&quot;:false,&quot;topImage&quot;:true,&quot;internalRedirect&quot;:null,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!Qzhp!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F5eb9ea1e-07e8-44b7-8848-c49e2e207f3f_1168x784.png 424w, https://substackcdn.com/image/fetch/$s_!Qzhp!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F5eb9ea1e-07e8-44b7-8848-c49e2e207f3f_1168x784.png 848w, https://substackcdn.com/image/fetch/$s_!Qzhp!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F5eb9ea1e-07e8-44b7-8848-c49e2e207f3f_1168x784.png 1272w, https://substackcdn.com/image/fetch/$s_!Qzhp!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F5eb9ea1e-07e8-44b7-8848-c49e2e207f3f_1168x784.png 1456w" sizes="100vw" fetchpriority="high"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg role="img" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><title></title><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><h2>Tech Newsletters &amp; Email Digests</h2><p>Tech newsletters can broadcast your startup to thousands of readers. Many accept submissions or tips about cool new projects, especially in AI/robotics. It&#8217;s often best to craft a short email pitch to the editors. Here are a few to consider:</p><ul><li><p><strong>TLDR (Tech &amp; Startups Newsletter)</strong> &#8211; A daily tech newsletter with byte-sized news and product highlights, read by a broad tech audience (engineers, founders, etc.). It often features interesting new tools or startups. While TLDR is curated, you <strong>can</strong> submit a story tip by emailing the team (or via their website form). Keep it very brief: one sentence on what your startup does and why it&#8217;s noteworthy. For example, mention a unique achievement (<em>&#8220;Our drone startup just open-sourced a navigation algorithm&#8221;</em>) or how it benefits the readers. <strong>Self-promotion policy:</strong> They are open to cool new tools (especially if free or open-source for readers to try). Alternatively, TLDR offers <strong>sponsorship slots</strong> where startups get a short feature &#8211; this is paid, but reaches ~1M+ readers (useful for launch). <strong>Link:</strong> tldr.tech &#8211; see the &#8220;Submit a link&#8221; or &#8220;Contact&#8221; page.</p></li><li><p><strong>Benedict Evans&#8217; Newsletter</strong> &#8211; A weekly email by analyst Benedict Evans (~200k subscribers) covering &#8220;what mattered in tech this week&#8221;<a href="https://www.ben-evans.com/newsletter#:~:text=What%20happened%20in%20tech%20that,give%20them%20context%20and%20analysis">ben-evans.com</a>. The content is usually big-picture analysis, but he sometimes links to notable industry news or exemplary products. There&#8217;s no formal submission process, but if your startup has <strong>newsworthy</strong> impact (e.g. significant funding round, or a demo pushing technological boundaries), you could <strong>send him a polite note</strong> via his website or Twitter. Emphasize the trend or problem your startup illustrates rather than just &#8220;please feature us.&#8221; (E.g. <em>&#8220;Hi Benedict, we built a robot that automates warehouse inventory &#8211; an interesting example of AI + logistics &#8211; thought you might find it relevant.&#8221;</em>) Additionally, his newsletter accepts <strong>sponsors</strong><a href="https://www.ben-evans.com/newsletter#:~:text=Your%20brand%20here%3F">ben-evans.com</a>, which is another route to get in front of his audience (mostly tech execs and VCs). <strong>Link:</strong> <a href="http://ben-evans.com">ben-evans.com</a> (see &#8220;About &amp; Contact&#8221; for email).</p></li><li><p><strong>Tech and AI Digest Newsletters</strong> &#8211; <em>Inside AI</em> (from <a href="http://inside.com">inside.com</a>) and <em>The Batch</em> (<a href="http://deeplearning.ai">deeplearning.ai</a>&#8217;s weekly AI newsletter) are examples that focus on AI news and breakthroughs. These typically cover research and major product announcements. To get featured, frame your startup as news: e.g., publish a press release about a breakthrough or a funding announcement and send it as a tip. <em>Inside AI</em> has a tip submission form; <em>The Batch</em> might consider notable AI applications (especially if you have an academic angle or if an AI thought leader is involved). <strong>Link:</strong> <a href="http://inside.com/ai">inside.com/ai</a> (has &#8220;Submit story&#8221; option).</p></li><li><p><strong>Robotics-specific Newsletters</strong> &#8211; e.g. <em>The Robot Report</em> (industry newsletter/blog for robotics) and <em>ROBO Global Newsletter</em>. These cater to robotics professionals and investors. Getting a mention usually requires a press release or a significant milestone (product launch, patent, partnership). You can contact their editors with a brief news pitch. Ensure it&#8217;s factual and highlights why your robot is innovative. <strong>Etiquette:</strong> avoid hype; tie your news to industry trends the newsletter follows (e.g. automation in healthcare robots).</p></li></ul><p><strong>Newsletter Pitching Tips:</strong> Keep your email <strong>very concise</strong> &#8211; newsletter curators sift through many submissions. Include a clear subject line (e.g. &#8220;Tip: AI startup using drones for crop monitoring&#8221;). In 2-3 sentences, cover: what your startup does, the news/hook (launch, new feature, etc.), and a link (press kit or blog post). Example: <em>&#8220;Hi, I&#8217;d like to share <strong>FarmAI</strong> &#8211; a new startup using drones + AI to scan crops for disease. It&#8217;s like a <strong>&#8216;doctor for plants&#8217;</strong>, using computer vision to alert farmers early. We just opened our beta (free for farmers). If you find this interesting for TLDR, you can check it out: [link]. Thanks!&#8221;</em> Align your tone with the newsletter&#8217;s style (informative, not overly salesy). Finally, be mindful of timing: send your pitch a few days before the newsletter&#8217;s issue is compiled (many weekly ones are finalized on weekends or Monday for a Tuesday send-out).</p><h2>Product &amp; Startup Launch Platforms</h2><p>Launching on dedicated platforms can dramatically increase your visibility among early adopters, investors, and the press. Each platform has its own submission process and community norms. Here are the main ones:</p><ul><li><p><strong>Product Hunt</strong> &#8211; The go-to platform for launching tech products. You create a listing (product name, tagline, images/media, and a first comment). The community of tech enthusiasts will upvote and comment. <strong>Posting rules/etiquette:</strong> Don&#8217;t explicitly ask for upvotes (on or off the platform) &#8211; Product Hunt penalizes that<a href="https://www.producthunt.com/launch#:~:text=How%20do%20I%20promote%20my,launch">producthunt.com</a>. Instead, in your maker comment, tell your story: why you built this, key features, and invite feedback (&#8220;<strong>Please let us know what you think</strong>&#8221; or &#8220;<strong>Would love your feedback!</strong>&#8221;). Be responsive on launch day: reply to every comment, thank people, and answer questions. <strong>Ideal timing:</strong> Launch at <strong>12:01 AM Pacific Time</strong> to get a full day of exposure<a href="https://www.producthunt.com/launch#:~:text=When%20to%20launch%20on%20Product,Hunt">producthunt.com</a>. Tuesdays, Wednesdays, or Thursdays tend to have higher traffic (Mon can work too), but avoid major holidays or big competing launches. <strong>Link:</strong> <a href="http://producthunt.com">producthunt.com</a> &#8211; use the &#8220;Ship&#8221; or &#8220;Launch&#8221; feature to schedule your post if needed. <em>Pro tip:</em> Engage with the PH community <em>before</em> launching (follow others, comment on products) so you&#8217;re not posting in a vacuum.</p></li><li><p><strong>BetaList</strong> &#8211; A platform featuring <em>pre-launch</em> or early-stage startups to an audience of early adopters. Founders use it to gather beta users or mailing list signups. <strong>Submission process:</strong> You fill out a form with your startup name, one-liner, description, and link. There&#8217;s often a queue (free submission can take weeks; they offer paid expedited options). <strong>Posting rules:</strong> Your product should be new and not previously featured<a href="https://betalist.com/criteria#:~:text=Not%20featured%20on%20BetaList%20before">betalist.com</a>. BetaList specifically wants <em>tech startups</em> (software or hardware) with either a coming-soon page or a recently launched beta<a href="https://betalist.com/criteria#:~:text=Needs%20to%20be%20a%20technology,startup">betalist.com</a>. Make sure you have a decent landing page &#8211; they <strong>require</strong> that it not be a generic template and that users can sign up or request access<a href="https://betalist.com/criteria#:~:text=Visitors%20should%20be%20able%20to,sign%20up%20or%20get%20access">betalist.com</a>. <strong>Etiquette:</strong> BetaList readers expect to be &#8220;early access&#8221; users, so consider offering them something (e.g. immediate invite, or a small discount) and mention it in your listing. <strong>Ideal timing:</strong> No specific day &#8211; but do it as early as possible in your launch cycle to start building an email list. BetaList will email you if you get featured. <strong>Link:</strong> <a href="http://betalist.com/submit">betalist.com/submit</a> (ensure you follow their guidelines to avoid rejection).</p></li><li><p><strong>Alternative Startup Directories</strong> &#8211; There are many other listing sites: <strong>BetaPage</strong>, <strong>Startup Buffer</strong>, <strong>Launching Next</strong>, <strong>KillerStartups</strong>, etc. These typically allow you to submit a short description of your startup. They vary in impact (often smaller audiences than Product Hunt or BetaList), but listing on them can boost your SEO and snag a few early users. <em>Example:</em> <strong>BetaPage</strong> is a community where new startups are upvoted (like a mini Product Hunt); <strong>Startup Buffer</strong> and <strong>Launching Next</strong> showcase &#8220;startup of the day&#8221; on their site/newsletter. <strong>Posting rules:</strong> Generally straightforward &#8211; fill out a form with your info. Many have free and paid options. <strong>Etiquette:</strong> Use your one-liner effectively to entice readers (&#8220;X is like Uber for Y&#8221;) and ensure your website is ready for any traffic. <strong>Ideal timing:</strong> Whenever &#8211; just be sure the info is up-to-date and that you&#8217;re ready to handle sign-ups or inquiries.</p></li><li><p><strong>Product Launch Communities</strong> &#8211; Outside official platforms, consider communities like <strong>Showcase</strong> pages or threads. For example, some tech forums (and subreddits like r/SideProject or r/InternetIsBeautiful) allow sharing new products. <em>r/InternetIsBeautiful</em> (16M members) specifically allows posting genuinely useful or unique websites &#8211; if your startup has a consumer-facing web app or demo, you can post there (just don&#8217;t oversell; let the product speak for itself). <strong>Hacker News (Show HN)</strong> is another (see Forums below). These aren&#8217;t &#8220;profiles&#8221; to create, but one-time launch posts that can drive significant traffic.</p></li></ul><p><strong>Launch Platform Tips:</strong> Prepare your materials in advance &#8211; screenshots, a promo video/gif, a crisp tagline, and a paragraph pitch. Consistency matters: you might use the same tagline across PH, BetaList, etc., but tailor the extended description to the audience. For instance, Product Hunt can be a bit playful or emoji-friendly in maker comments, whereas BetaList is more utilitarian (just what it is, and link to sign up). Also, if you get featured on one platform, leverage it on others (e.g., &#8220;#1 Product of the Day on Product Hunt&#8221; is social proof you can mention later on your website or in emails).</p><h2>Online Forums &amp; Communities</h2><p>Beyond social media and launch sites, there are independent communities and forums where startup founders and tech professionals congregate. Participating in these can help you build an audience and get feedback. Tailor your approach to each community&#8217;s culture:</p><ul><li><p><strong>Hacker News (Show HN)</strong> &#8211; An extremely influential tech forum (run by Y Combinator) where developers and founders share projects. Posts reach a highly technical audience. To promote your startup here, make a post titled <strong>&#8220;Show HN: [Your Product Name] &#8211; [One-line description]&#8221;</strong> when you have something launch-ready. In the post text, introduce your startup <strong>like speaking to peers</strong>: explain the problem you solve, how you built it, and avoid any marketing fluff (&#8220;HN will ignore anything that reads like an ad or PR&#8221;<a href="https://news.ycombinator.com/yli.html#:~:text=What%20not%20to%20do">news.ycombinator.com</a><a href="https://dev.to/developuls/how-to-post-on-hacker-news-without-getting-flagged-or-ignored-2eaf#:~:text=7,depth">dev.to</a>). For example, mention the tech stack or a challenge you overcame &#8211; HN users love technical detail. <strong>Posting rules:</strong> Don&#8217;t ask people to visit or upvote in the title or comments. Also, <strong>no link stuffing</strong> &#8211; provide your product&#8217;s URL in the submission form and perhaps once in text if needed. HN&#8217;s guidelines explicitly forbid vote manipulation and overly promotional language. <strong>Etiquette:</strong> Stay around to answer questions! Engage politely with feedback or criticism; HN commenters can be frank. If someone is wrong about your product, respond with insight rather than defensiveness. <strong>Ideal timing:</strong> Many suggest posting in the morning US time on a weekday (to catch Silicon Valley and East Coast users) &#8211; roughly between 9 AM and 12 PM Pacific<a href="https://dev.to/developuls/how-to-post-on-hacker-news-without-getting-flagged-or-ignored-2eaf#:~:text=4,9%20AM%E2%80%9312%20PM%20Pacific%20Time">dev.to</a>. However, great content can catch fire anytime. If your first post doesn&#8217;t get traction, HN allows re-submitting later (ideally with improvements) &#8211; just don&#8217;t spam it repeatedly.</p></li><li><p><strong>Indie Hackers</strong> &#8211; A forum and community for entrepreneurs, particularly those building bootstrapped startups and &#8220;building in public.&#8221; You can <strong>create a product page</strong> on IH and post updates (milestones, revenue figures, etc.), as well as participate in the forum discussions. <strong>Posting suggestions:</strong> Write an introductory post in the &#8220;Products&#8221; or &#8220;Launches&#8221; category detailing <strong>your journey or a milestone</strong> (e.g. &#8220;Launched my AI SaaS &#8211; here&#8217;s what I learned in 3 months of development.&#8221;). The tone should be conversational and honest &#8211; share both challenges and wins. <em>Self-promotion is welcome</em> as long as it comes with personal insights or questions for the community. For instance, instead of just &#8220;Check out our robot!&#8221;, you might post &#8220;We built a warehouse robot that cuts inventory counting time in half. <strong>AMA</strong> about the tech or our go-to-market &#8211; would love your feedback!&#8221; This invites engagement. <strong>Etiquette:</strong> Be supportive of others (comment on their posts, offer help). If you&#8217;re not an active member and just drop your launch post, it may get little attention<a href="https://www.reddit.com/r/SaaS/comments/1m6tf7b/has_anyone_here_actually_used_indie_hackers_as_a/#:~:text=That%20said%2C%20it%20feels%20like,0%E2%80%932%20upvotes%20and%20no%20replies">reddit.com</a>. So try to build some presence. Also, IH has a &#8220;no trolling/harassment&#8221; policy &#8211; keep it positive and transparent. <strong>Ideal timing:</strong> IH has global users, but many posts do well in late afternoons U.S. time and weekends when founders are catching up on forums.</p></li><li><p><strong>AI Alignment Forum (and LessWrong)</strong> &#8211; A specialized forum for AI researchers and theorists (focused on AI safety, ethics, and alignment). This is <em>not</em> a place for product promotion in the usual sense. However, if your startup directly contributes to AI safety or you&#8217;ve written a <strong>technical paper/blog post</strong> about your approach, you could share that here to spark discussion. <strong>Posting rules:</strong> Posts are expected to have research value &#8211; e.g., a deep dive into your algorithm or a critique of AI approaches. Simple product announcements will be downvoted or removed. New users can post on LessWrong (the broader rationalist community) and if the content is strong, it might be cross-posted or promoted to the Alignment Forum by moderators<a href="https://www.lesswrong.com/posts/FoiiRDC3EhjHx7ayY/introducing-the-ai-alignment-forum-faq#:~:text=Here%20are%20the%20details%3A">lesswrong.com</a>. <strong>Etiquette:</strong> Extremely high standards &#8211; be prepared for insightful, sometimes tough, feedback. Don&#8217;t use marketing speak; use academic tone. <em>Use this channel only if</em> your startup&#8217;s mission aligns with advanced AI topics (for example, you&#8217;re working on explainable AI or a safety-critical robotic system and you want input on your methods).</p></li><li><p><strong>Other Niche Forums:</strong> Depending on your startup, there might be relevant communities: e.g. <strong>Robot Operating System (ROS) Discourse</strong> for ROS-based robots, <strong>Arduino Forums</strong> if you have a hardware DIY angle, or <strong>Kaggle Forums</strong> if it&#8217;s ML-heavy and you&#8217;re sharing a challenge/dataset. When posting in such places, focus on the technical aspects and community benefit (perhaps release a library or ask for testers). Always read the room &#8211; if the forum explicitly bans self-promo, find a way to share value (like a tutorial that incidentally uses your product, with disclosure).</p></li></ul><h2>Slack/Discord Communities &amp; Professional Groups</h2><p>Private communities on Slack and Discord, as well as groups on LinkedIn and Facebook, can be excellent for targeted promotion. The audiences here tend to be smaller but highly engaged. Always follow community rules &#8211; many have specific channels or days for promotions.</p><ul><li><p><strong>&#8220;Startup Chat&#8221; Slack</strong> &#8211; A large invite-only Slack community for startup founders (with channels for #advice, #jobs, #feedback, etc.). <strong>Posting rules:</strong> Some startup Slacks require you to introduce yourself first in an #introductions channel. Do that &#8211; share who you are and what you&#8217;re working on (without a hard sell). For promotion, see if there&#8217;s a dedicated channel (many have something like <code>#shameless-plugs</code> or <code>#launch</code>). In that channel, you can post about your startup. Keep it short and engaging: explain the problem you solve and include a call-to-action (&#8220;We just opened our beta &#8211; would love for this community to try it out!&#8221;). Because it&#8217;s a chat, people may respond with thread comments &#8211; be ready to answer questions. <strong>Etiquette:</strong> Don&#8217;t DM people unsolicited links; also, remain active in other conversations (Slack communities quickly flag drive-by promoters). <strong>Link:</strong> (You typically need to apply or get an invite via the community&#8217;s website. For Startup Chat, it&#8217;s a paid membership in some cases<a href="https://www.startups.com/articles/full-list-slack-communities#:~:text=Startup%20Chat%20,minded%20entrepreneurs">startups.com</a><a href="https://www.springworks.in/blog/slack-communities-for-remote-workers/#:~:text=19,discussions%2C%20Q%26A%27s%2C%20AMA%27s%2C%20feedback">springworks.in</a>.)</p></li><li><p><strong>Discord Communities (AI &amp; Robotics)</strong> &#8211; Discord has many public servers for tech topics:</p><ul><li><p><em>Learn AI Together</em> (Discord) &#8211; ~80k members interested in AI development, from newbies to researchers. It has channels like #daily-news, #projects, #questions. You can share your project in a project showcase channel. <strong>Etiquette:</strong> Provide context (e.g. &#8220;Built an AI tool that &lt;does X&gt;. It&#8217;s free to test &#8211; would love feedback!&#8221;). Don&#8217;t just drop a link; start a conversation around it. The community is supportive if you&#8217;re genuine.<a href="https://www.digitalocean.com/resources/articles/ai-discord-servers#:~:text=Developed%20by%20Louis,content%2C%20job%20postings%2C%20and%20AI">digitalocean.com</a></p></li><li><p><em>Robotix</em> or <em>Open Robotics</em> Discord &#8211; communities for robotics developers (<a href="http://Robotix.io">Robotix.io</a>&#8217;s Discord is noted as very active<a href="https://www.reddit.com/r/robotics/comments/zdq8fw/best_discord_channels_for_robotics/#:~:text=%E2%80%A2%20%203y%20ago">reddit.com</a>). Here you might find channels for specific interests (drones, ROS, 3D printing robots, etc.). Post in the relevant one. <strong>Etiquette:</strong> Engineers here appreciate technical details. For example, share a quick spec of your robot or an obstacle you overcame, along with a demo link. This invites peers to discuss or even help.</p></li><li><p><em>Indie Hackers</em> Discord &#8211; (unofficial, since IH is primarily a forum, but there are founder-driven Discords out there like &#8220;Indie Worldwide&#8221; etc.) &#8211; If you join one, treat it like Slack: introduce yourself, engage, and only then mention your startup in the allowed context.</p></li></ul></li><li><p><strong>LinkedIn Groups</strong> &#8211; LinkedIn hosts groups such as <strong>&#8220;Future Technology &amp; Artificial Intelligence&#8221;</strong> (260k+ members) or regional startup groups. Posts here appear in a feed for group members. <strong>Posting rules:</strong> Usually <em>no blatant ads</em>. A good strategy is to share an insightful post <strong>about</strong> your startup&#8217;s domain. For example, in an AI group, you might post: &#8220;AI in healthcare is notoriously hard &#8211; we&#8217;ve spent 6 months building a tool that scans X-rays for anomalies. It&#8217;s 2x faster thanks to [technique]. Curious to get your thoughts on this approach!&#8221; and then in comments or at the end mention, &#8220;(This is actually our startup, [Name], now enrolling beta users &#8211; DM if interested.)&#8221;. This way, you&#8217;re starting a discussion rather than just promoting. <strong>Etiquette:</strong> Professional tone, no memes or slang as you might on Reddit. Engage with any comments promptly (LinkedIn group posts can sometimes get comments days or weeks later due to the algorithm). Also, posting during business hours (Tue-Thu, 9am-1pm in the group&#8217;s predominant time zone) tends to get better visibility. <strong>Link:</strong> (Find groups via LinkedIn search; join and read rules on the group page before posting.)</p></li><li><p><strong>Facebook Groups</strong> &#8211; There are numerous Facebook groups like <strong>&#8220;Artificial Intelligence and AI Robotics&#8221;</strong> or <strong>&#8220;AI Startups&#8221;</strong> (some local, some global). These can have anywhere from a few hundred to tens of thousands of members. <strong>Posting rules:</strong> Almost all FB groups have a rules section &#8211; read it. Many forbid &#8220;self-promotion&#8221; except in specific weekly threads or with admin permission. Some groups do &#8220;Promo Friday&#8221; where you can post your business. If promotion is allowed, treat the post like a story: include an image or video (visuals drastically increase engagement on FB). For instance, post a short clip of your robot in action with a caption explaining what it does and a polite ask (<em>&#8220;We&#8217;ve been working on this for a year &#8211; finally ready to show the world. Would love feedback from this group!&#8221;</em>). <strong>Etiquette:</strong> Be ready for comments &#8211; respond to each, as Facebook&#8217;s algorithm will show your post to more people if it&#8217;s getting engagement. Time-wise, evenings and weekends often get more traction in hobbyist/enthusiast groups (people browse off-work hours).</p></li><li><p><strong>Special Interest Chat Groups</strong> &#8211; e.g. Slack channels for <strong>robotics startups</strong> (if you find one via communities like Hardware Herd or IoT communities) or Discords like <strong>r/entrepreneur</strong>&#8217;s Discord server. In any small community like this, the key is to <strong>give before you take</strong>: answer questions, join discussions, and build goodwill. Then when you announce your own project, people will be more receptive.</p></li></ul><p>In summary, <strong>adjust your tone and content to the community</strong>: more technical in developer circles, more story-driven in founder circles, and more straightforward in professional groups. Always follow the specific posting rules (many groups have a pinned message or description with their do&#8217;s and don&#8217;ts). When in doubt, reach out to a mod/admin &#8211; a polite message asking &#8220;Would it be okay if I share my startup? It does XYZ, which I think the group would find useful&#8221; can go a long way and prevent your post from being removed.</p><div><hr></div><h2>Example Promotional Posts (Copy-Paste Templates)</h2><p>Below are <strong>sample post templates</strong> for each channel type. You can adapt these to your own startup. They demonstrate a concise, engaging style with a clear description and call-to-action:</p><p><strong>1. Forum Example (Hacker News &#8211; &#8220;Show HN&#8221; post)</strong></p><pre><code><code>Title: Show HN: RoboScan &#8211; AI-powered warehouse robot that audits inventory overnight

Hi HN! My co-founder and I built **RoboScan**, an autonomous warehouse robot that uses computer vision to count inventory on shelves.

**What it does:** It navigates through a warehouse at night, scans barcodes and shelves with an onboard camera, and uses an AI model to detect missing or misplaced items. In the morning, it generates a report of inventory discrepancies.

**Why:** We both worked in e-commerce and saw how tedious (and error-prone) nightly inventory checks were. We&#8217;re using SLAM and a custom object-detection model (YOLOv5) to let the robot move around and identify products in real time.

We&#8217;re in a closed beta with two local warehouses, and so far they&#8217;ve been able to reduce manual inventory labor by ~30%.

**Ask HN:** We&#8217;d love your feedback on our approach and any suggestions for improving the AI detection (especially in low-light settings, which is our current challenge). Also happy to answer any questions about how we built the hardware or software. Thanks!

Demo video: [link to a 1-min demo video]

</code></code></pre><p><em>Why this works:</em> It clearly states what the product is and does in the title and first lines. It provides technical details for the HN audience (SLAM, YOLOv5), gives the backstory (&#8220;why&#8221;), and ends with specific requests for feedback. It avoids marketing language (no &#8220;revolutionary!&#8221; or sales pitches) and instead speaks peer-to-peer. The tone is humble and curious. The call-to-action is implicit: give us feedback or ask questions. (Including a demo link is great for HN as long as it&#8217;s not behind a signup wall.)</p><p><strong>2. Newsletter Pitch Email Example (to a tech news curator)</strong></p><pre><code><code>Subject: New AI tool for farmers (drones + ML) &#8211; tip for your newsletter

Hi &lt;Name&gt;,

Love the newsletter! I wanted to share a quick tip: **AgriAI** &#8211; a startup using drones and AI to help farmers spot crop diseases early.

They launch swarms of camera-drones that scan fields and use a computer vision model to detect blight or pests automatically. It&#8217;s like an &#8220;AI crop doctor.&#8221; This could save large farms tons of money (and reduce chemical use) by treating issues sooner.

The team just opened their beta for free to farmers this week.

I thought this mix of AI + agriculture might be a cool one for &lt;Your Newsletter&gt;.

More info: &lt;link to press kit or blog post with details&gt;.

Thanks for reading!
- &lt;Your Name&gt;
&lt;Title&gt;, AgriAI
&lt;contact info&gt;

</code></code></pre><p><em>How to use:</em> This is an email you might send to a newsletter like TLDR or a tech blogger. It&#8217;s brief (under 150 words), leads with the product&#8217;s one-liner and why it&#8217;s interesting (AI + drones for farming, a novel use case). It&#8217;s written in an informational, third-person tone as if you&#8217;re just a fan (you can send it as the founder or even have a friend/co-worker send it to avoid too much self-praise). The call to action is subtle: it provides a link for more info. You&#8217;d swap in your startup&#8217;s details accordingly. Always personalize a bit (e.g., mention the curator&#8217;s newsletter name).</p><p><strong>3. Social Media Example (LinkedIn Group or Facebook Post)</strong></p><pre><code><code>&#8220;&#128640; **Excited to share our project with you all!** We&#8217;ve built a robot called **RoboChemist** that automates chemical lab experiments. &#129514;&#129302;

In our biotech lab, we noticed researchers spend hours pipetting and mixing reagents by hand. RoboChemist is a tabletop robot that can do those repetitive experiments 24/7 with precision. It uses computer vision to measure color changes and an AI to adjust on the fly.

**What this means:** labs can run experiments overnight and get results faster &#8211; one team using our prototype saw a 40% increase in throughput.

**Why I&#8217;m posting:** We just opened up **early access** for labs and would **love feedback or questions** from this group. If you&#8217;re in biotech or chem and have ideas (or want to try it out), please reach out or comment!

*(Pics in comments of RoboChemist in action.*)*&#8221;

</code></code></pre><p><em>(This would be accompanied by a few photos of the robot or a short demo video.)</em></p><p><em>Why this works:</em> It starts with an enthusiastic tone appropriate for social media and uses emojis to grab attention. The post explains the problem and solution in lay terms (assuming a mix of technical and non-technical readers in the group). It highlights a concrete benefit (40% throughput increase). It ends with a clear call-to-action: inviting feedback and offering early access. The poster&#8217;s excitement is evident but not braggy &#8211; they frame it as &#8220;we built this because we saw a problem, here&#8217;s how it helps, let us know what you think.&#8221; This encourages group members to comment or ask questions. The mention of pictures/videos helps because visual proof will increase engagement on Facebook/LinkedIn. Remember to adjust formality based on the group: for a LinkedIn group, you might tone down the emojis; for a Facebook group, the casual style is usually fine.</p><p><strong>4. Launch Platform Example (Product Hunt)</strong></p><p><em>(On Product Hunt, you submit a tagline and then add a comment. Below is a template for the maker comment after posting your product.)</em></p><pre><code><code>**Hi Product Hunters!** &#128075; I&#8217;m &lt;Name&gt;, one of the makers of **SafeBot**.

We built SafeBot to **make construction sites safer using AI and robotics**. &#127959;&#65039;&#129302; It&#8217;s a rugged autonomous vehicle that patrols a worksite and uses computer vision to spot hazards (like unattended tools, spills, or people without safety gear). If it detects something, it alerts the site manager in real-time.

&#128161; **Inspiration:** Last year, a friend got hurt on a job site due to a missed safety check. We realized many construction sites do safety sweeps only once a day. With SafeBot, we can monitor 24/7 and prevent accidents before they happen.

**How it works:** SafeBot roams around mapping the site (LIDAR + GPS). Our custom AI model (trained on thousands of &#8220;unsafe scenario&#8221; images) flags things like spilled chemicals or an employee missing a hardhat. We&#8217;ve tested on 3 sites so far and reduced minor incidents by ~30%.

**We&#8217;re launching on PH** to get feedback from you all. &#128591; This community&#8217;s insights are gold. **Ask:** If you were to deploy an AI robot in your workplace, what would you want it to catch or report? And do you have ideas to make a system like this better?

We&#8217;d love for you to check out our video and **join our beta** if you&#8217;re in construction or industrial safety. Thank you!

&#10145;&#65039; **Link:** [Our website] &#8211; (PH exclusive: skip the waitlist with code **PH2025**)

*(We&#8217;ll be here all day to answer questions!)*

</code></code></pre><p><em>Why this works:</em> It reads like a friendly conversation. The tone is appreciative and humble. It starts by clearly stating what the product is and the problem it solves (in layman&#8217;s terms, for a broad audience). It adds a backstory (personal inspiration makes it relatable), and gives enough technical insight to satisfy curiosity without overwhelming. It includes emojis and formatting to make it easy to skim (common on PH). The makers explicitly ask for feedback (engaging the PH community) and even prompt with a specific question. A call-to-action is there (join our beta) with a perk for the PH community (promo code), which is a nice way to reward early adopters. This comment, paired with your tagline (&#8220;SafeBot &#8211; AI robot that patrols construction sites for hazards&#8221;), would make a strong Product Hunt launch post.</p><div><hr></div><p>Feel free to <strong>modify these examples</strong> to fit your voice and your startup&#8217;s specifics. The key elements to preserve are: a clear explanation of what your product does, a bit of context or story to make it relatable, and an invitation for the audience to engage (be it trying the product, giving feedback, or asking questions). Good luck with your promotion! &#127881;</p><div class="subscription-widget-wrap-editor" data-attrs="{&quot;url&quot;:&quot;https://www.22astronauts.com/subscribe?&quot;,&quot;text&quot;:&quot;Subscribe&quot;,&quot;language&quot;:&quot;en&quot;}" data-component-name="SubscribeWidgetToDOM"><div class="subscription-widget show-subscribe"><div class="preamble"><p class="cta-caption">Scaling Deep Tech is a reader-supported publication. To receive new posts and support my work, consider becoming a free or paid subscriber.</p></div><form class="subscription-widget-subscribe"><input type="email" class="email-input" name="email" placeholder="Type your email&#8230;" tabindex="-1"><input type="submit" class="button primary" value="Subscribe"><div class="fake-input-wrapper"><div class="fake-input"></div><div class="fake-button"></div></div></form></div></div>]]></content:encoded></item><item><title><![CDATA[5 Cold DMs That Led to Funding ]]></title><description><![CDATA[[Breakdowns and Why They Worked]]]></description><link>https://www.22astronauts.com/p/5-cold-dms-that-led-to-funding</link><guid isPermaLink="false">https://www.22astronauts.com/p/5-cold-dms-that-led-to-funding</guid><dc:creator><![CDATA[Ilir Aliu]]></dc:creator><pubDate>Tue, 16 Dec 2025 12:14:58 GMT</pubDate><enclosure url="https://substackcdn.com/image/fetch/$s_!NbBi!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F83b1e382-cea8-45ae-9446-c51a0f1b3f9f_1168x784.png" length="0" type="image/jpeg"/><content:encoded><![CDATA[<h2>1. Finofo &#8211; Cold DM to VC Partner Leads to $1.6&#8239;M Pre-Seed (VC Funding)</h2><p>Finofo&#8217;s CEO secured a meeting (and ultimately an investment lead) through a cold Twitter DM to an <strong>Andreessen Horowitz (a16z)</strong> partner<a href="https://betakit.com/how-a-cold-dm-to-a16z-helped-finofo-raise-its-1-6-million-cad-pre-seed-round/#:~:text=a16z%20investment%20partner%20Kimberly%20Tan,a%20meeting%20with%20the%20firm">betakit.com</a>. In 2022, a16z&#8217;s Kimberly Tan tweeted about how she got into venture by cold-DMing; Finofo&#8217;s founder took note and messaged her directly<a href="https://betakit.com/how-a-cold-dm-to-a16z-helped-finofo-raise-its-1-6-million-cad-pre-seed-round/#:~:text=a16z%20investment%20partner%20Kimberly%20Tan,a%20meeting%20with%20the%20firm">betakit.com</a>. a16z rarely invests at pre-seed, but they were impressed and referred Finofo to other funds &#8211; one of which (Motivate VC) led a <strong>$1.6&#8239;M CAD pre-seed round</strong><a href="https://betakit.com/how-a-cold-dm-to-a16z-helped-finofo-raise-its-1-6-million-cad-pre-seed-round/#:~:text=Along%20with%20the%20public%20launch,entirely%20on%20a%20SAFE%20note">betakit.com</a><a href="https://betakit.com/how-a-cold-dm-to-a16z-helped-finofo-raise-its-1-6-million-cad-pre-seed-round/#:~:text=resulted%20in%20a%20meeting%20with,the%20firm">betakit.com</a>. This DM was effective due to a mix of smart timing and personalization:</p><ul><li><p><strong>Relevant Context:</strong> The founder reached out <em>after</em> seeing the investor publicly endorse cold outreach, referencing her story. This showed he paid attention to her interests and advice<a href="https://betakit.com/how-a-cold-dm-to-a16z-helped-finofo-raise-its-1-6-million-cad-pre-seed-round/#:~:text=a16z%20investment%20partner%20Kimberly%20Tan,a%20meeting%20with%20the%20firm">betakit.com</a>.</p></li><li><p><strong>Bold yet Brief:</strong> The DM cut straight to the point, introducing Finofo and requesting a meeting. It likely conveyed confidence without a lengthy pitch, aligning with the investor&#8217;s own hustle story.</p></li><li><p><strong>Timing and Opportunity:</strong> The message came when a16z was open to meeting scrappy founders (Kimberly had invited such outreach). That timing led to a quick response and a meeting<a href="https://betakit.com/how-a-cold-dm-to-a16z-helped-finofo-raise-its-1-6-million-cad-pre-seed-round/#:~:text=a16z%20investment%20partner%20Kimberly%20Tan,a%20meeting%20with%20the%20firm">betakit.com</a>.</p></li><li><p><strong>Outcome &#8211; Warm Intros:</strong> Even though a16z didn&#8217;t invest directly (pre-seed was outside their scope), the DM wasn&#8217;t a dead end. Impressing one well-placed investor led to multiple warm introductions and a funded round<a href="https://betakit.com/how-a-cold-dm-to-a16z-helped-finofo-raise-its-1-6-million-cad-pre-seed-round/#:~:text=Image%3A%20Tweet%20from%20a16z%27s%20Kimberly,Tan">betakit.com</a>. The clear ask and credibility earned through that initial DM essentially &#8220;unlocked&#8221; Finofo&#8217;s lead investor<a href="https://betakit.com/how-a-cold-dm-to-a16z-helped-finofo-raise-its-1-6-million-cad-pre-seed-round/#:~:text=resulted%20in%20a%20meeting%20with,the%20firm">betakit.com</a>.</p></li></ul><p><em>Sources:</em> Finofo interview in BetaKit<a href="https://betakit.com/how-a-cold-dm-to-a16z-helped-finofo-raise-its-1-6-million-cad-pre-seed-round/#:~:text=a16z%20investment%20partner%20Kimberly%20Tan,a%20meeting%20with%20the%20firm">betakit.com</a><a href="https://betakit.com/how-a-cold-dm-to-a16z-helped-finofo-raise-its-1-6-million-cad-pre-seed-round/#:~:text=resulted%20in%20a%20meeting%20with,the%20firm">betakit.com</a> (Canadian startup news).</p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!NbBi!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F83b1e382-cea8-45ae-9446-c51a0f1b3f9f_1168x784.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!NbBi!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F83b1e382-cea8-45ae-9446-c51a0f1b3f9f_1168x784.png 424w, https://substackcdn.com/image/fetch/$s_!NbBi!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F83b1e382-cea8-45ae-9446-c51a0f1b3f9f_1168x784.png 848w, https://substackcdn.com/image/fetch/$s_!NbBi!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F83b1e382-cea8-45ae-9446-c51a0f1b3f9f_1168x784.png 1272w, https://substackcdn.com/image/fetch/$s_!NbBi!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F83b1e382-cea8-45ae-9446-c51a0f1b3f9f_1168x784.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!NbBi!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F83b1e382-cea8-45ae-9446-c51a0f1b3f9f_1168x784.png" width="1168" height="784" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/83b1e382-cea8-45ae-9446-c51a0f1b3f9f_1168x784.png&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:784,&quot;width&quot;:1168,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:null,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:null,&quot;href&quot;:null,&quot;belowTheFold&quot;:false,&quot;topImage&quot;:true,&quot;internalRedirect&quot;:null,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!NbBi!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F83b1e382-cea8-45ae-9446-c51a0f1b3f9f_1168x784.png 424w, https://substackcdn.com/image/fetch/$s_!NbBi!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F83b1e382-cea8-45ae-9446-c51a0f1b3f9f_1168x784.png 848w, https://substackcdn.com/image/fetch/$s_!NbBi!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F83b1e382-cea8-45ae-9446-c51a0f1b3f9f_1168x784.png 1272w, https://substackcdn.com/image/fetch/$s_!NbBi!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F83b1e382-cea8-45ae-9446-c51a0f1b3f9f_1168x784.png 1456w" sizes="100vw" fetchpriority="high"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg role="img" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><title></title><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><h2>2. Learning Loop &#8211; Instagram DM Yields VC Investment (Angel/VC Funding)</h2><p>First-time founder <strong>Sina Meraji</strong> raised capital by reaching out over an unconventional channel: Instagram. After struggling to get responses via email or LinkedIn, Sina noticed one prominent VC&#8217;s LinkedIn and Twitter were closed &#8211; but his Instagram DMs were open<a href="https://www.indiehackers.com/post/i-raised-money-by-cold-dm-ing-a-vc-on-instagram-ccc1bf6ebb#:~:text=name%3E,instagram%20DMs%20%3D%20open%20%3Ap">indiehackers.com</a>. He sent a concise cold DM: <em>&#8220;Hey, I&#8217;m building [Learning Loop] and raising $70k, $30k committed. Interested?&#8221;</em><a href="https://www.indiehackers.com/post/i-raised-money-by-cold-dm-ing-a-vc-on-instagram-ccc1bf6ebb#:~:text=TLDR%3A%20DM,until%20we%20signed%20a%20deal">indiehackers.com</a>. To his surprise, the investor replied the next day asking for a deck, then jumped on daily Instagram video calls for a week &#8211; resulting in a signed deal (the VC offered <strong>far more than the $70k ask, ultimately investing a few hundred thousand</strong> dollars)<a href="https://www.indiehackers.com/post/i-raised-money-by-cold-dm-ing-a-vc-on-instagram-ccc1bf6ebb#:~:text=but%20then%20he%20was%20like,help%20you%20grow%20the%20company">indiehackers.com</a>. Key reasons this DM worked include:</p><ul><li><p><strong>Extreme Brevity &amp; Clarity:</strong> The one-liner introduction DM immediately stated the startup&#8217;s name, that they were raising a small round, and that nearly half was already committed<a href="https://www.indiehackers.com/post/i-raised-money-by-cold-dm-ing-a-vc-on-instagram-ccc1bf6ebb#:~:text=TLDR%3A%20DM,until%20we%20signed%20a%20deal">indiehackers.com</a>. This piqued the investor&#8217;s interest by conveying traction (money already committed) in just a sentence.</p></li><li><p><strong>Informal, Personal Tone:</strong> Using Instagram made the outreach feel more casual and human. The tone was friendly (&#8220;Hey&#8230; interested?&#8221;) yet direct. This stood out compared to formal emails, and the investor responded where he was comfortable (social media).</p></li><li><p><strong>Credibility Signals:</strong> Mentioning that <strong>$30k was already committed</strong> acted as social proof<a href="https://www.indiehackers.com/post/i-raised-money-by-cold-dm-ing-a-vc-on-instagram-ccc1bf6ebb#:~:text=TLDR%3A%20DM,until%20we%20signed%20a%20deal">indiehackers.com</a>. It suggested others believed in the idea, making the investor more comfortable engaging despite never meeting the founder.</p></li><li><p><strong>Persistence &amp; Channel Choice:</strong> Sina tried multiple avenues (emails, LinkedIn) with no luck<a href="https://www.indiehackers.com/post/i-raised-money-by-cold-dm-ing-a-vc-on-instagram-ccc1bf6ebb#:~:text=name%3E,instagram%20DMs%20%3D%20open%20%3Ap">indiehackers.com</a>. By creatively using Instagram &#8211; a channel many founders overlook &#8211; he reached the investor in a less crowded inbox. The DM&#8217;s <em>timing</em> was right after several mutual contacts had told Sina to &#8220;talk to this VC,&#8221; so the investor&#8217;s name was warm on his mind<a href="https://www.indiehackers.com/post/i-raised-money-by-cold-dm-ing-a-vc-on-instagram-ccc1bf6ebb#:~:text=At%20this%20point%20I%27d%20learned,instagram%20DMs%20%3D%20open%20%3Ap">indiehackers.com</a>. This persistence paid off once the message finally got through.</p></li><li><p><strong>Clear Call to Action:</strong> The DM essentially asked if the investor wanted to learn more. Once the door opened (the investor requested a deck), Sina followed up quickly with a one-pager and hopped on calls<a href="https://www.indiehackers.com/post/i-raised-money-by-cold-dm-ing-a-vc-on-instagram-ccc1bf6ebb#:~:text=Sent%20him%20a%20DM%20expecting,of%20a%20few%20fb%20groups">indiehackers.com</a>. The quick move from DM to calls built real rapport, validating that the founder was serious and the opportunity was real.</p></li></ul><p><em>Sources:</em> Founder&#8217;s IndieHackers post<a href="https://www.indiehackers.com/post/i-raised-money-by-cold-dm-ing-a-vc-on-instagram-ccc1bf6ebb#:~:text=TLDR%3A%20DM,until%20we%20signed%20a%20deal">indiehackers.com</a><a href="https://www.indiehackers.com/post/i-raised-money-by-cold-dm-ing-a-vc-on-instagram-ccc1bf6ebb#:~:text=Sent%20him%20a%20DM%20expecting,of%20a%20few%20fb%20groups">indiehackers.com</a> (&#8220;I raised money by cold DM-ing a VC on Instagram&#8221;).</p><h2>3. dataroomHQ &#8211; LinkedIn Message Secures $3.5&#8239;M Seed Round (VC Funding)</h2><p>In late 2022, <strong>Jeff Schwartz</strong>, CEO of dataroomHQ, wasn&#8217;t even actively fundraising when a single LinkedIn message sparked his entire seed round. Jeff saw investor <strong>Steven Rosenblatt (Oceans VC)</strong> comment on a LinkedIn post about a pain point that dataroomHQ&#8217;s software solves. Sensing an opening, Jeff sent a <strong>cold LinkedIn DM</strong> essentially saying: <em>&#8220;Hi Steve, hope all is well. The software we built solves this exact use case&#8230; we&#8217;re kicking off fundraising if you wanted to connect.&#8221;</em><a href="https://carta.com/blog/fundraising-files-dataroomhq/#:~:text=And%20I%20saw%20it%20and,thought%2C%20%E2%80%9CThat%E2%80%99s%20what%20we%E2%80%99re%20building%21%E2%80%9D">carta.com</a>. Rosenblatt replied within minutes and set up a meeting, which led to Oceans swiftly issuing a term sheet<a href="https://carta.com/blog/fundraising-files-dataroomhq/#:~:text=And%20I%20saw%20it%20and,thought%2C%20%E2%80%9CThat%E2%80%99s%20what%20we%E2%80%99re%20building%21%E2%80%9D">carta.com</a>. dataroomHQ ultimately closed a <strong>$3.5&#8239;M seed round</strong> led by Oceans, all kicked off by that opportunistic DM<a href="https://carta.com/blog/fundraising-files-dataroomhq/#:~:text=In%20February%2C%20the%20company%20,and%20others%20joining%20the%20round">carta.com</a><a href="https://carta.com/blog/fundraising-files-dataroomhq/#:~:text=So%20I%20sent%20him%20a,term%20sheet%20came%20from%20that">carta.com</a>. Why this approach worked so well:</p><ul><li><p><strong>Laser-Focused Personalization:</strong> Jeff&#8217;s message referenced the <em>exact topic</em> the investor had just discussed publicly<a href="https://carta.com/blog/fundraising-files-dataroomhq/#:~:text=It%27s%20a%20pretty%20funny%20story,%E2%80%9D">carta.com</a><a href="https://carta.com/blog/fundraising-files-dataroomhq/#:~:text=And%20I%20saw%20it%20and,thought%2C%20%E2%80%9CThat%E2%80%99s%20what%20we%E2%80%99re%20building%21%E2%80%9D">carta.com</a>. This wasn&#8217;t a generic pitch &#8211; it was a direct reply to something on the investor&#8217;s mind. That relevance grabbed attention instantly.</p></li><li><p><strong>Value-Add Mindset:</strong> Rather than begging for funding, the DM offered a solution: &#8220;We&#8217;re building software for that.&#8221; It positioned the startup as <em>helpful</em> to the investor&#8217;s thesis, not just seeking cash. This tone of <strong>adding value</strong> made the investor eager to learn more.</p></li><li><p><strong>Brevity with Context:</strong> The initial outreach was only a sentence or two plus a friendly greeting<a href="https://carta.com/blog/fundraising-files-dataroomhq/#:~:text=And%20I%20saw%20it%20and,thought%2C%20%E2%80%9CThat%E2%80%99s%20what%20we%E2%80%99re%20building%21%E2%80%9D">carta.com</a>. It respected the investor&#8217;s time, yet by mentioning a <strong>specific use case and that they were about to fundraise</strong>, it opened the door to talk. Curiosity did the rest.</p></li><li><p><strong>Timing and Momentum:</strong> The outreach happened <em>just in time</em> &#8211; the investor&#8217;s post had essentially described a need, and dataroomHQ came forward as the solution. Meeting before a formal fundraising process gave the VC a proprietary look, which quickly led to a term sheet<a href="https://carta.com/blog/fundraising-files-dataroomhq/#:~:text=So%20I%20sent%20him%20a,term%20sheet%20came%20from%20that">carta.com</a>. This &#8220;surprise&#8221; inbound opportunity actually put the founder in a great position to negotiate and then fill the round with additional investors via intros<a href="https://carta.com/blog/fundraising-files-dataroomhq/#:~:text=The%20whole%20process%20was%20a,I%20wanted%20from%20an%20investor">carta.com</a><a href="https://carta.com/blog/fundraising-files-dataroomhq/#:~:text=Before%20the%20LinkedIn%20post%2C%20I,to%20figure%20all%20that%20out">carta.com</a>.</p></li><li><p><strong>Clear Outcome &amp; Ask:</strong> Jeff&#8217;s DM subtly indicated they were kicking off a fundraising process, implying an ask for a meeting without over-selling<a href="https://carta.com/blog/fundraising-files-dataroomhq/#:~:text=And%20I%20saw%20it%20and,thought%2C%20%E2%80%9CThat%E2%80%99s%20what%20we%E2%80%99re%20building%21%E2%80%9D">carta.com</a>. Once the investor bit, Jeff provided a polished product demo and metrics (a &#8220;minimum remarkable product&#8221;), which impressed the VC and made saying &#8220;yes&#8221; easy<a href="https://carta.com/blog/fundraising-files-dataroomhq/#:~:text=In%20February%2C%20the%20company%20,and%20others%20joining%20the%20round">carta.com</a><a href="https://carta.com/blog/fundraising-files-dataroomhq/#:~:text=Once%20we%20had%20our%20minimum,investors%20want%20to%20see%20metrics">carta.com</a>.</p></li></ul><p><em>Sources:</em> Carta &#8220;Fundraising Files&#8221; interview<a href="https://carta.com/blog/fundraising-files-dataroomhq/#:~:text=In%20February%2C%20the%20company%20,and%20others%20joining%20the%20round">carta.com</a><a href="https://carta.com/blog/fundraising-files-dataroomhq/#:~:text=And%20I%20saw%20it%20and,thought%2C%20%E2%80%9CThat%E2%80%99s%20what%20we%E2%80%99re%20building%21%E2%80%9D">carta.com</a> (Jeff Schwartz explains how a cold LinkedIn message led to a term sheet).</p><h2>4. Factmata &#8211; Cold Email to Mark Cuban Results in $500&#8239;K (Angel Funding)</h2><p>When <strong>Dhruv Ghulati</strong>, founder of Factmata, needed capital for his AI startup, he went straight to high-profile angels who cared about his mission. In 2017, Ghulati emailed billionaire investor <strong>Mark Cuban</strong> out of the blue &#8211; and landed a quick <strong>$500,000</strong> investment (Cuban sent $250k immediately and another $250k months later)<a href="https://www.inc.com/minda-zetlin/mark-cuban-investment-cold-email-factmata-fake-news-startup-dhruv-ghuleti.html#:~:text=try%20emailing%20him">inc.com</a><a href="https://www.inc.com/minda-zetlin/mark-cuban-investment-cold-email-factmata-fake-news-startup-dhruv-ghuleti.html#:~:text=It%20worked,Here%E2%80%99s%20the%20full%20text">inc.com</a>. The email that hooked Cuban was later shared publicly, and it&#8217;s a masterclass in effective cold outreach:</p><blockquote><p>Subject: Reaching out &#8212; Factmata</p><p><strong>Dear Mr. Cuban,</strong></p><p>Apologies for my cold message. I am the founder of a Google-backed startup called Factmata that uses artificial intelligence to perform automated fact checking and referencing. We are a team of three NLP researchers and scientists with 30-plus published and cited papers in natural language processing, question answering, and information extraction. I am currently fundraising from people who care about the problem of online misinformation, want to reduce mistrust in the media, and change the way we consume online content. <strong>I would love to tell you more about us if of interest, especially given your recent public discussions about this topic.</strong></p><p>Look forward to hearing from you soon,</p><p><strong>Best regards,</strong></p><p><em>Dhruv</em><a href="https://www.inc.com/minda-zetlin/mark-cuban-investment-cold-email-factmata-fake-news-startup-dhruv-ghuleti.html#:~:text=,online%20misinformation%2C%20want%20to%20reduce">inc.com</a><a href="https://www.inc.com/minda-zetlin/mark-cuban-investment-cold-email-factmata-fake-news-startup-dhruv-ghuleti.html#:~:text=love%20to%20tell%20you%20more,Dhruv">inc.com</a></p></blockquote><p><strong>Why it worked:</strong> Cuban himself has explained that this email did <em>exactly</em> what he looks for:</p><ul><li><p><strong>Immediate Context &amp; Relevance:</strong> The opening lines politely acknowledged the cold approach and immediately stated what Factmata does (AI for automated fact-checking)<a href="https://www.inc.com/minda-zetlin/mark-cuban-investment-cold-email-factmata-fake-news-startup-dhruv-ghuleti.html#:~:text=,interest%2C%20especially%20given%20your%20recent">inc.com</a>. Within two seconds, Cuban knew the pitch was about <strong>fighting online misinformation</strong>, a topic he&#8217;d been outspoken about &#8211; instantly making it relevant to him<a href="https://www.inc.com/minda-zetlin/mark-cuban-investment-cold-email-factmata-fake-news-startup-dhruv-ghuleti.html#:~:text=about%20raising%20money%20from%20some,decided%20to%20try%20emailing%20him">inc.com</a><a href="https://www.inc.com/minda-zetlin/mark-cuban-investment-cold-email-factmata-fake-news-startup-dhruv-ghuleti.html#:~:text=people%20who%20care%20about%20the,Best%20regards%2C">inc.com</a>.</p></li><li><p><strong>Credibility Up Front:</strong> The email packed credibility signals early: mentioning Factmata was <em>&#8220;Google-backed&#8221;</em> and that the founding team were published AI researchers<a href="https://www.inc.com/minda-zetlin/mark-cuban-investment-cold-email-factmata-fake-news-startup-dhruv-ghuleti.html#:~:text=,interest%2C%20especially%20given%20your%20recent">inc.com</a>. This established serious validation and expertise. In Cuban&#8217;s words, it <em>&#8220;immediately captures attention and builds credibility,&#8221;</em> showing the startup <em>&#8220;has already gained significant validation.&#8221;</em><a href="https://www.inc.com/minda-zetlin/mark-cuban-investment-cold-email-factmata-fake-news-startup-dhruv-ghuleti.html#:~:text=Factmata%2C%20whose%20A,emails%2C%20so%20Ghulati%20decided%20to">inc.com</a><a href="https://mailtrap.io/blog/cold-email-investment/#:~:text=match%20at%20L540%20Credibility%20and,has%20already%20gained%20significant%20validation">mailtrap.io</a></p></li><li><p><strong>Focus on Facts, Not Hype:</strong> Rather than grandiose promises, Ghulati stuck to concrete facts &#8211; team credentials, number of published papers, and the problem they are tackling<a href="https://www.inc.com/minda-zetlin/mark-cuban-investment-cold-email-factmata-fake-news-startup-dhruv-ghuleti.html#:~:text=,interest%2C%20especially%20given%20your%20recent">inc.com</a><a href="https://www.inc.com/minda-zetlin/mark-cuban-investment-cold-email-factmata-fake-news-startup-dhruv-ghuleti.html#:~:text=with%2030,hearing%20from%20you%20soon%2C">inc.com</a>. He avoided clich&#233;s or excessive claims. This no-nonsense approach resonated with Cuban, who <em>&#8220;dislikes over-the-top claims.&#8221;</em><a href="https://www.inc.com/minda-zetlin/mark-cuban-investment-cold-email-factmata-fake-news-startup-dhruv-ghuleti.html#:~:text=Fortunately%20for%20anyone%20who%20wants,what%20Cuban%20says%20he%20wants">inc.com</a><a href="https://www.inc.com/minda-zetlin/mark-cuban-investment-cold-email-factmata-fake-news-startup-dhruv-ghuleti.html#:~:text=Given%20the%20ambitious%20nature%20of,top%20claims">inc.com</a></p></li><li><p><strong>Personalization &amp; Shared Mission:</strong> The closing line referenced Cuban&#8217;s <em>&#8220;recent public discussions&#8221;</em> about misinformation<a href="https://www.inc.com/minda-zetlin/mark-cuban-investment-cold-email-factmata-fake-news-startup-dhruv-ghuleti.html#:~:text=people%20who%20care%20about%20the,Best%20regards%2C">inc.com</a>. That personal touch &#8211; showing he followed Cuban&#8217;s statements &#8211; signaled a shared passion for the mission. It framed the pitch as seeking a partner in solving a problem Cuban cared about, not just money.</p></li><li><p><strong>Modest Call to Action:</strong> Notably, Ghulati didn&#8217;t ask Cuban outright for money in the first email. He asked if he could <em>&#8220;tell more&#8221;</em> about the project if Mark was interested<a href="https://www.inc.com/minda-zetlin/mark-cuban-investment-cold-email-factmata-fake-news-startup-dhruv-ghuleti.html#:~:text=people%20who%20care%20about%20the,Best%20regards%2C">inc.com</a>. This low-pressure ask was easy to say yes to<a href="https://www.inc.com/minda-zetlin/mark-cuban-investment-cold-email-factmata-fake-news-startup-dhruv-ghuleti.html#:~:text=4,provide%20more%20info">inc.com</a>. Indeed, Cuban replied quickly asking for more info, and after a short follow-up email with a one-pager and a teaser deck, Cuban began &#8220;peppering with questions,&#8221; which led to a deal<a href="https://www.inc.com/minda-zetlin/mark-cuban-investment-cold-email-factmata-fake-news-startup-dhruv-ghuleti.html#:~:text=Ghulati%20got%20a%20quick%20response,email%20in%20Delaney%E2%80%99s%20blog%20post">inc.com</a><a href="https://www.inc.com/minda-zetlin/mark-cuban-investment-cold-email-factmata-fake-news-startup-dhruv-ghuleti.html#:~:text=It%20worked,Here%E2%80%99s%20the%20full%20text">inc.com</a>. The stepwise engagement (interest &#8594; info &#8594; Q&amp;A &#8594; investment) all started from that humble but powerful cold email.</p></li></ul><p><em>Sources:</em> Inc. Magazine (email text and analysis)<a href="https://www.inc.com/minda-zetlin/mark-cuban-investment-cold-email-factmata-fake-news-startup-dhruv-ghuleti.html#:~:text=,interest%2C%20especially%20given%20your%20recent">inc.com</a><a href="https://www.inc.com/minda-zetlin/mark-cuban-investment-cold-email-factmata-fake-news-startup-dhruv-ghuleti.html#:~:text=people%20who%20care%20about%20the,Best%20regards%2C">inc.com</a>, featuring Dhruv Ghulati&#8217;s successful pitch to Mark Cuban and why it grabbed Cuban&#8217;s attention<a href="https://www.inc.com/minda-zetlin/mark-cuban-investment-cold-email-factmata-fake-news-startup-dhruv-ghuleti.html#:~:text=Fortunately%20for%20anyone%20who%20wants,what%20Cuban%20says%20he%20wants">inc.com</a><a href="https://www.inc.com/minda-zetlin/mark-cuban-investment-cold-email-factmata-fake-news-startup-dhruv-ghuleti.html#:~:text=Given%20the%20ambitious%20nature%20of,top%20claims">inc.com</a>.</p><h2>5. Mapistry &#8211; Data-Rich Cold Email Nets $2.5&#8239;M Seed (VC Funding)</h2><p><em>An excerpt of the cold email sent by Mapistry&#8217;s CEO, Allie Janoch, to investor Jason Lemkin. It concisely introduces Mapistry, highlights big-name customers and 15% MoM growth, provides recent revenue and TAM, and even references Lemkin&#8217;s own SaaStr conference talk &#8211; all in one screen.<a href="https://www.saastr.com/cold-email-pitch-examples/#:~:text=It%20does%20a%20good%20job,importantly%2C%20it%20is%20truly%20personalized">saastr.com</a><a href="https://www.saastr.com/cold-email-pitch-examples/#:~:text=Also%20for%20me%20at%20least%2C,met%20before%20and%20dig%20in">saastr.com</a></em></p><p>When <strong>Allie Janoch</strong>, CEO of environmental compliance startup Mapistry, needed capital, she crafted a model cold email that led to a <strong>$2.5&#8239;M seed round</strong> led by SaaStr&#8217;s Jason Lemkin. Her email (sent Oct 2017) is shown above, and Lemkin was so impressed he often cites it as an example of &#8220;cold emails that <em>worked</em>&#8221;<a href="https://www.saastr.com/cold-email-pitch-examples/#:~:text=With%20that%2C%20to%20help%20folks,They%20worked">saastr.com</a><a href="https://www.saastr.com/cold-email-pitch-examples/#:~:text=Image">saastr.com</a>. What made Allie&#8217;s approach outstanding:</p><ul><li><p><strong>Complete yet Concise Pitch:</strong> In a few short paragraphs, the email <strong>summarized the opportunity, early customers, traction, growth, and market size</strong><a href="https://www.saastr.com/cold-email-pitch-examples/#:~:text=It%20does%20a%20good%20job,importantly%2C%20it%20is%20truly%20personalized">saastr.com</a>. It opened with one sentence on what Mapistry is (a SaaS for industrial environmental regs) and immediately underscored the pain point (regulations are confusing, current tools are Excel) &#8211; a hook for why Mapistry matters. Bullet points then showcased impressive metrics: Fortune 500 customers, 15% month-over-month growth, $67K monthly revenue, and a large TAM&#12304;44&#8224;&#12305;. This gave the investor an instant snapshot of viability.</p></li><li><p><strong>Personalized to the Investor:</strong> Allie tailored the message to Jason Lemkin specifically. She referenced having followed SaaStr (Lemkin&#8217;s content) and even called out <em>his talk with Veeva</em> from the SaaStr conference, tying it to Mapistry&#8217;s &#8220;vertical SaaS&#8221; approach&#12304;44&#8224;&#12305;. This genuine nod to the investor&#8217;s own insights demonstrated research and wasn&#8217;t a mass email. Lemkin noted the email was &#8220;truly personalized,&#8221; which made it stand out<a href="https://www.saastr.com/cold-email-pitch-examples/#:~:text=It%20does%20a%20good%20job,importantly%2C%20it%20is%20truly%20personalized">saastr.com</a>.</p></li><li><p><strong>Strong Credibility and Traction:</strong> By naming well-known customers (3M, Tesla, etc.) and real growth numbers, the email established credibility fast&#12304;44&#8224;&#12305;. It wasn&#8217;t vague hype &#8211; it showed Mapistry already had big clients and revenue. This aligns with what investors look for: <em>signal</em> that a team can execute. Lemkin later wrote that this cold email &#8220;does a good job of summarizing&#8230; early customers and traction, growth profile, and market size&#8221; &#8211; exactly the data points VCs care about<a href="https://www.saastr.com/cold-email-pitch-examples/#:~:text=It%20does%20a%20good%20job,importantly%2C%20it%20is%20truly%20personalized">saastr.com</a>.</p></li><li><p><strong>Low-Pressure Close:</strong> Allie ended by suggesting a 30-minute call or coffee and politely asked if he had time the week after next&#12304;44&#8224;&#12305;. This respectful, low-pressure ask (rather than an urgent plea) exuded confidence. Lemkin highlighted this as a &#8220;low drama&#8221; approach &#8211; the founder wasn&#8217;t desperate, she was <em>professional</em><a href="https://www.saastr.com/cold-email-pitch-examples/#:~:text=Also%20for%20me%20at%20least%2C,met%20before%20and%20dig%20in">saastr.com</a>. Giving the investor a comfortable option to talk later made it easy for him to say yes.</p></li><li><p><strong>Tone of Confidence:</strong> Throughout, the tone was factual and upbeat but not overly salesy. For example, stating &#8220;we feel strongly we have great people and aren&#8217;t giving their time away free&#8221; when describing their services strategy showed assertiveness about her business model&#12304;44&#8224;&#12305;. The email projected that Mapistry was a winning opportunity, and the calm confidence (with data to back it) likely made the investor feel FOMO about letting it pass. Lemkin indeed responded, and this cold email ultimately turned into $2.5M in funding for Mapistry<a href="https://www.saastr.com/cold-email-pitch-examples/#:~:text=Image">saastr.com</a><a href="https://www.saastr.com/cold-email-pitch-examples/#:~:text=More%20on%20the%20story%20,Noteworthy%20%E2%80%93%20The%20Journal%20Blog">saastr.com</a>.</p></li></ul><p><em>Sources:</em> Jason Lemkin&#8217;s SaaStr blog<a href="https://www.saastr.com/cold-email-pitch-examples/#:~:text=It%20does%20a%20good%20job,importantly%2C%20it%20is%20truly%20personalized">saastr.com</a><a href="https://www.saastr.com/cold-email-pitch-examples/#:~:text=Also%20for%20me%20at%20least%2C,met%20before%20and%20dig%20in">saastr.com</a> (sharing Allie Janoch&#8217;s actual email and commentary on why it was effective) and Allie&#8217;s own case study on using a cold email to secure a seed round<a href="https://www.saastr.com/cold-email-pitch-examples/#:~:text=The%20first%20is%20from%20Allie,she%20put%20the%20pitch%20together">saastr.com</a><a href="https://www.saastr.com/cold-email-pitch-examples/#:~:text=More%20on%20the%20story%20,Noteworthy%20%E2%80%93%20The%20Journal%20Blog">saastr.com</a>.</p><div><hr></div><p>Each of these examples shows a different strategy for cold outreach &#8211; from ultra-brief social media DMs to richly detailed emails &#8211; but all succeeded by hitting the right notes of <strong>personalization, clear value, credibility, and respectful tone</strong>. These founders proved that with the right approach, a cold message can warm up even the most skeptical investor and lead to real funding. Each DM/email was <em>not</em> a generic blast; it was thoughtfully tailored and timed, which is why they opened doors to checks being written.</p>]]></content:encoded></item><item><title><![CDATA[The Data Room Investors Say Yes To ]]></title><description><![CDATA[[Checklist and Examples]]]></description><link>https://www.22astronauts.com/p/the-data-room-investors-say-yes-to</link><guid isPermaLink="false">https://www.22astronauts.com/p/the-data-room-investors-say-yes-to</guid><dc:creator><![CDATA[Ilir Aliu]]></dc:creator><pubDate>Wed, 12 Nov 2025 21:43:59 GMT</pubDate><enclosure url="https://substackcdn.com/image/fetch/$s_!ddA9!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F5272f134-8811-4535-94a4-9d509e7c1a53_2000x2902.png" length="0" type="image/jpeg"/><content:encoded><![CDATA[<h1>The Data Room Investors Say Yes To</h1>
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   ]]></content:encoded></item><item><title><![CDATA[SAFE Notes and Cap Tables for Robotics Founders ]]></title><description><![CDATA[The Ownership Survival Guide]]></description><link>https://www.22astronauts.com/p/safe-notes-and-cap-tables-for-robotics</link><guid isPermaLink="false">https://www.22astronauts.com/p/safe-notes-and-cap-tables-for-robotics</guid><dc:creator><![CDATA[Ilir Aliu]]></dc:creator><pubDate>Tue, 04 Nov 2025 05:46:11 GMT</pubDate><enclosure url="https://substackcdn.com/image/fetch/$s_!aK3b!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F3959cd2b-70f0-4372-8f8f-f48e371a1402_1600x1000.png" length="0" type="image/jpeg"/><content:encoded><![CDATA[<p><strong>FYIAS (For Your Impatient Attention Span)... scroll down to the end.<br>Everyone else, enjoy:</strong></p><div><hr></div><p>Every robotics founder I&#8217;ve met ends up shocked by how little they still own by the time they reach Series B.  </p><p>Not because they were careless, but because the math quietly worked against them.  </p><p>If you don&#8217;t understand how SAFE notes and cap tables interact, you&#8217;ll lose ownership one round at a time without noticing&#8230;</p><p>Around 2015, software startups and hardware startups looked remarkably similar at founding. Two technical founders, $100K in the bank, massive ambition. By 2025, the divergence is brutal.</p><p>The software founders who started their SaaS company in 2015 raised seed, Series A, Series B, and exited. They owned 20% at exit. The hardware founders who started their robotics company that same year raised pre-seed, seed, seed extension, bridge round, Series A, Series A extension, bridge round, Series B. They owned 8% at exit.</p><p>The same $100M acquisition. The software founders made $20M. The robotics founders made $8M.</p><p>This isn&#8217;t about working harder or building better products. It&#8217;s about understanding the specific mechanics of how SAFE notes convert, how cap tables compound dilution, and which mistakes cost you 10-20% ownership by Series B.</p><h2>The Capital Intensity Problem</h2><p>Hardware development doesn&#8217;t burn cash 20% faster than software. The actual number is 3-5x faster at every stage.</p><p>A software startup building a SaaS platform might spend $100K-500K developing their MVP, another $300K-800K reaching product-market fit, then $1-3M getting to Series A traction. Total capital consumed: roughly $1.5-4M over 18-24 months.</p><p>A robotics startup faces completely different economics. Prototype development alone costs $500K-3M over 12-24 months. You&#8217;re developing custom actuators ($5-20M for novel designs like 1X Technologies&#8217; Revo1 motors), building compute infrastructure for AI training ($50-200M for competitive scale), obtaining safety certifications ($1-5M per platform), and setting up manufacturing capabilities.</p><p><strong>Capital Requirements by Stage:</strong></p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!Iyr-!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff25b8634-e5f9-4a4c-a5ee-bca21ec163c0_1200x360.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!Iyr-!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff25b8634-e5f9-4a4c-a5ee-bca21ec163c0_1200x360.png 424w, https://substackcdn.com/image/fetch/$s_!Iyr-!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff25b8634-e5f9-4a4c-a5ee-bca21ec163c0_1200x360.png 848w, https://substackcdn.com/image/fetch/$s_!Iyr-!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff25b8634-e5f9-4a4c-a5ee-bca21ec163c0_1200x360.png 1272w, https://substackcdn.com/image/fetch/$s_!Iyr-!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff25b8634-e5f9-4a4c-a5ee-bca21ec163c0_1200x360.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!Iyr-!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff25b8634-e5f9-4a4c-a5ee-bca21ec163c0_1200x360.png" width="1200" height="360" 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srcset="https://substackcdn.com/image/fetch/$s_!Iyr-!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff25b8634-e5f9-4a4c-a5ee-bca21ec163c0_1200x360.png 424w, https://substackcdn.com/image/fetch/$s_!Iyr-!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff25b8634-e5f9-4a4c-a5ee-bca21ec163c0_1200x360.png 848w, https://substackcdn.com/image/fetch/$s_!Iyr-!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff25b8634-e5f9-4a4c-a5ee-bca21ec163c0_1200x360.png 1272w, https://substackcdn.com/image/fetch/$s_!Iyr-!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff25b8634-e5f9-4a4c-a5ee-bca21ec163c0_1200x360.png 1456w" sizes="100vw" loading="lazy"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg role="img" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><title></title><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><p>This capital intensity creates a cascade of consequences. You need more funding rounds because each dollar of progress costs more. More rounds mean more dilution events. Each dilution event compounds with previous ones in ways that aren&#8217;t intuitive.</p><p>If you experience 20% dilution at seed, then 20% at Series A, you don&#8217;t own 60% of your company. You own 64%. The math is multiplicative: 80% &#215; 80% = 64%.</p><p>But it gets worse with option pool creation, which happens at pre-money valuation. If Series A investors demand a 10% option pool refresh, that gets created before their investment. You start at 80% post-seed. The 10% pool dilutes you by roughly 11%, bringing you to 72%. Then Series A dilutes you by 20%, bringing you to 57.6%.</p><p>Software founders go through this maybe three times. Robotics founders go through it five to eight times. By Series B, you commonly own 30-40% versus 45-60% for software founders.</p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!aK3b!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F3959cd2b-70f0-4372-8f8f-f48e371a1402_1600x1000.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!aK3b!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F3959cd2b-70f0-4372-8f8f-f48e371a1402_1600x1000.png 424w, https://substackcdn.com/image/fetch/$s_!aK3b!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F3959cd2b-70f0-4372-8f8f-f48e371a1402_1600x1000.png 848w, https://substackcdn.com/image/fetch/$s_!aK3b!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F3959cd2b-70f0-4372-8f8f-f48e371a1402_1600x1000.png 1272w, https://substackcdn.com/image/fetch/$s_!aK3b!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F3959cd2b-70f0-4372-8f8f-f48e371a1402_1600x1000.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!aK3b!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F3959cd2b-70f0-4372-8f8f-f48e371a1402_1600x1000.png" width="1456" height="910" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/3959cd2b-70f0-4372-8f8f-f48e371a1402_1600x1000.png&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:910,&quot;width&quot;:1456,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:130207,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:&quot;image/png&quot;,&quot;href&quot;:null,&quot;belowTheFold&quot;:true,&quot;topImage&quot;:false,&quot;internalRedirect&quot;:&quot;https://www.scalingdeep.tech/i/177956683?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F3959cd2b-70f0-4372-8f8f-f48e371a1402_1600x1000.png&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!aK3b!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F3959cd2b-70f0-4372-8f8f-f48e371a1402_1600x1000.png 424w, https://substackcdn.com/image/fetch/$s_!aK3b!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F3959cd2b-70f0-4372-8f8f-f48e371a1402_1600x1000.png 848w, https://substackcdn.com/image/fetch/$s_!aK3b!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F3959cd2b-70f0-4372-8f8f-f48e371a1402_1600x1000.png 1272w, https://substackcdn.com/image/fetch/$s_!aK3b!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F3959cd2b-70f0-4372-8f8f-f48e371a1402_1600x1000.png 1456w" sizes="100vw" loading="lazy"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg role="img" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><title></title><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><p>A founder I spoke with in California (please don&#8217;t listen to this, my fellow Europeans) raised three small SAFEs over 18 months: $500K at $6M, then $8M, then $10M caps.  </p><p>He thought he&#8217;d given up about 25%. When the Series A priced, those notes converted below the new round price, and his true dilution hit 45%.  </p><p>He went from majority owner to minority in one spreadsheet update.</p><h2>How SAFE Conversion Actually Works</h2><p>SAFE notes dominate early-stage funding, with 85-89% of pre-seed rounds using them in 2025. They close in under a month versus three months for priced equity, saving $45K in legal fees.</p><p>But SAFEs hide complex conversion mechanics that destroy cap tables if you don&#8217;t understand them.</p><h3>Post-Money Versus Pre-Money: The 5-10% Mistake</h3><p>Post-money SAFEs are now standard (85% of all SAFEs). With post-money, you know your exact dilution immediately. Raise $250K at a $5M post-money cap? That investor gets exactly 5%. Simple math: $250K / $5M = 5%.</p><p>Pre-money SAFEs leave ownership unknowable until conversion. Multiple pre-money SAFEs dilute each other in ways founders often miscalculate by 5-10 percentage points. At a $200M exit, that&#8217;s $10-20M in lost proceeds.</p><h3>Valuation Caps: Your Primary Weapon</h3><p>For robotics companies in 2025:</p><ul><li><p>Pre-seed (under $250K): $6.5-7.5M caps</p></li><li><p>Pre-seed (over $1M): $12M+ caps</p></li><li><p>Seed ($250K-$1M): $10M median cap</p></li></ul><p>The cap sets the maximum valuation at which your SAFE converts. Lower cap means investors get more shares.</p><p>If you set a $4M cap and raise Series A at $40M pre-money, SAFE holders convert at $4/share while Series A investors pay $40/share. Early investors get 10x more shares per dollar.</p><p><strong>The negotiation impact is enormous.</strong> You&#8217;re raising $500K on a SAFE. An investor proposes an $8M cap. When Series A prices at $40M, your SAFE converts at $8M, giving the investor 6.25% of your company.</p><p>But if you had negotiated the cap to $10M, same $500K investment converts to exactly 5%. You just preserved 1.25% of your company through a single conversation. At a $200M exit, that 1.25% is worth $2.5M.</p><p>Most first-time founders accept the investor&#8217;s initial proposal, leaving millions on the table. Always counter initial cap offers 30-50% higher with comparable data from recent robotics raises.</p><p>One founder in the US pushed back on an $8M cap and secured $12M instead.  </p><p>It felt like a small win at the time, but that single negotiation saved roughly 2% ownership, worth $4 million at exit.  </p><p>The cap you negotiate today decides your payout a decade from now.</p><p>Figure AI&#8217;s trajectory shows the premium robotics can command: from $350M valuation in July 2023 to $2.6B in February 2024 to $39.5B by September 2025. That&#8217;s 112x in 24 months.</p><h3>The Conversion Sequence That Changes Everything</h3><p>Understanding exactly how SAFEs convert determines whether you own 55% or 40% of your company at Series A.</p><p><strong>The complete example:</strong></p><p>You start with 1M shares (founders and early employees). You raise $500K on a SAFE with $4M cap and 20% discount. You think &#8220;this is probably 5-10% dilution.&#8221;</p><p>Eighteen months pass. You raise Series A: $10M at $40M pre-money, issuing 1M new shares at $10/share.</p><p>The SAFE converts at either cap price or discount price, whichever gives investors more shares.</p><ul><li><p>Cap price: $4M cap / 1M shares = $4/share</p></li><li><p>Discount price: $10 &#215; 0.8 = $8/share</p></li><li><p>SAFE converts at $4/share (better for investors)</p></li><li><p>SAFE holder gets: $500K / $4 = 125,000 shares</p></li></ul><p><strong>After all conversions:</strong></p><ul><li><p>Original shareholders: 1M shares (44.6%)</p></li><li><p>SAFE holder: 125,000 shares (5.6%)</p></li><li><p>Series A investors: 1M shares (44.6%)</p></li><li><p>Option pool: ~115,000 shares (5.1%)</p></li></ul><p>You thought you&#8217;d own about 50%. You actually own 44.6%. That&#8217;s 5.4 percentage points of unexpected dilution, worth over $10M at a $200M exit.</p><h3>The Dilution Cascade With Multiple SAFEs</h3><p>This is where founders get destroyed. Imagine you raised three SAFEs over 18 months:</p><ul><li><p>$500K at $4M cap</p></li><li><p>$500K at $6M cap</p></li><li><p>$1M at $8M cap</p></li></ul><p>Total raised: $2M. You&#8217;re thinking &#8220;15-20% dilution total.&#8221;</p><p>Your Series A prices at $40M. All three SAFEs convert simultaneously:</p><ul><li><p>$4M cap investors got 10x more shares per dollar than Series A</p></li><li><p>$6M cap investors got 6.7x more shares per dollar</p></li><li><p>$8M cap investors got 5x more shares per dollar</p></li></ul><p>This is called &#8220;high resolution financing&#8221; and investors hate it. It signals continuous fundraising rather than efficient execution. It creates complex conversion math. Early investors got much better terms than later investors.</p><p><strong>Better strategy:</strong> Set a single cap, decide your target raise amount, and close the round when you hit that target in 2-4 months. If you need more capital later, raise Series A earlier or do a proper seed extension at a meaningfully higher cap.</p><h2>Valuation Benchmarks by Stage</h2><p>Robotics companies command premium valuations relative to traditional hardware but face higher scrutiny than pure AI plays.</p><p><strong>Pre-seed:</strong> $5-8M post-money for rounds under $1M. First-time founders: $3-10M pre-revenue. Repeat founders: $15-20M+ based on track record. Hardware/robotics ranks third-highest cap sector behind only crypto and biotech.</p><p><strong>Seed:</strong> $8-20M post-money, with $10-14M as the sweet spot. Companies raising exactly $2M show highest success rate reaching Series A. Expect 20-30% dilution per seed round.</p><p><strong>Series A:</strong> $30-80M post-money with wide variance. Median hit $45M in Q3 2024. Deep tech commands 15-25% premium over pure software due to IP defensibility. Revenue multiples range 3-10x ARR for traditional robotics, but AI-first platforms achieve 25-30x multiples. Time to reach Series A stretched to 2+ years from seed (up from 1.7 years in 2019).</p><p><strong>Series B:</strong> $100-300M post-money, median around $150M. AI-first robotics platforms command dramatically higher valuations. Physical Intelligence raised $400M at $2.4B pre-revenue. Figure AI hit $2.6B at Series B. Traditional robotics with hardware revenues see 2.5x EV/Revenue multiples.</p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!0uuc!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff1e1c58d-18fc-4b09-a0e0-285609215ff4_2666x1500.jpeg" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!0uuc!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff1e1c58d-18fc-4b09-a0e0-285609215ff4_2666x1500.jpeg 424w, https://substackcdn.com/image/fetch/$s_!0uuc!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff1e1c58d-18fc-4b09-a0e0-285609215ff4_2666x1500.jpeg 848w, 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class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg role="img" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><title></title><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><p>The figure(s) that Brett was able to pull off were really impressive</p><h3>Sector-Specific Patterns</h3><p><strong>Logistics and warehouse automation:</strong> 2-5x revenue multiples with faster paths to revenue. Agility Robotics raised $400M at $1.75B. Collaborative Robotics closed $100M Series B at $500M post-money.</p><p><strong>Humanoid robots and AI software:</strong> 20-50x+ multiples. Foundation models for robotics command AI-level valuations rather than hardware multiples. Skild AI raised $300M Series A at $1.5B valuation.</p><p><strong>Defense and critical infrastructure:</strong> 3-8x multiples. Gecko Robotics at $1.25B. High margins from government contracts but CFIUS complexity limits investor base.</p><p>Strategic investors (Amazon, NVIDIA, OpenAI, Microsoft) pay 20-40% premiums for strategic fit. Figure AI&#8217;s cap table includes all these players, validating their $2.6B Series B and enabling the 15x jump to $39.5B within 18 months.</p><h2>Deep Tech Versus SaaS Cap Tables</h2><p>The differences aren&#8217;t subtle variations. They&#8217;re structural differences that change everything.</p><p>SaaS companies achieve 70-90% gross margins with near-zero marginal costs. Robotics companies hit 30-60% gross margins. Every robot requires physical components, assembly labor, shipping costs, warranty service.</p><p>Current humanoid robot unit costs sit around $250,000 per unit. Targets are below $50,000 for mass adoption, requiring massive scale (10,000+ units) to reach profitability.</p><p>Time to revenue stretches 2-4 years for robotics versus 6-18 months for SaaS. This forces more funding rounds. Expect 5-8 rounds from founding through exit versus 3-4 for software. More rounds mean more dilution.</p><p>Option pools run larger in deep tech. SaaS companies maintain 10-20% pools. Deep tech often requires 30-40% to attract robotics engineers, computer vision specialists, and manufacturing experts who command premium compensation.</p><h2>Non-Dilutive Funding: The Hidden Leverage</h2><p>SBIR/STTR programs represent &#8220;America&#8217;s Seed Fund&#8221; with $4B+ annually across 11 federal agencies. Companies can receive $1-3M+ across phases with zero equity dilution.</p><p><strong>The three phases:</strong></p><ul><li><p>Phase I: Feasibility, $50K-$250K, 6-12 months</p></li><li><p>Phase II: Development, $500K-$2M, 24 months</p></li><li><p>Phase III: Commercialization, variable amounts</p></li></ul><p>NSF SBIR/STTR funds ~400 companies per year with awards from $400K to $2M+. DoD offers higher Phase II awards up to $3-5M with direct paths to programs of record. NASA funds space robotics with Phase III contracts exceeding $1M.</p><p><strong>The cap table impact:</strong> Raising $1M in SBIR/STTR instead of equity preserves 10-15% of founder ownership through Series A. A typical strategy: raise $1M SAFE at seed instead of $2M by securing $1M SBIR funding. This reduces dilution from 20% to 10% at seed. That 10 percentage point difference compounds through later rounds.</p><p>Pittsburgh&#8217;s robotics companies received $427M in SBIR/STTR funding. Companies like Neya Systems ($10M+), Carnegie Robotics, and RE2 Robotics built sustainable businesses on government contracts before raising significant venture capital.</p><p><strong>The catch:</strong> NSF SBIR/STTR explicitly excludes companies majority-owned by VC firms. You must apply before or immediately after your first institutional round.</p><p>Strategic sequence: Apply for Phase I before any venture raise. Use Phase I to de-risk technology. Raise seed with Phase II application pending. Use Phase II award to bridge seed to Series A, dramatically reducing equity capital needed.</p><h2>Common SAFE Mistakes</h2><h3>Setting Caps Too Low</h3><p>If an investor proposes $8M and you accept it, but could have negotiated to $10M, you&#8217;ve given away an extra 2.5% permanently. At a $200M exit, that costs you $5M. Always counter initial offers 30-50% higher with comparable company data.</p><h3>Multiple SAFE Rounds at Increasing Caps</h3><p>Rolling closes at $6M, $8M, $10M, and $12M caps feel like momentum. You&#8217;re creating complexity that Series A investors hate. Each cap requires separate conversion calculations. Total SAFE exposure above $3M at multiple caps becomes problematic.</p><h3>Failing to Model Dilution</h3><p>Founders raise three SAFEs thinking &#8220;5-10% each.&#8221; When Series A prices at $35M pre-money, all SAFEs convert below Series A pricing, and suddenly founders discover 45%+ total dilution when they expected 30%. Use cap table software to model SAFE conversion at realistic Series A valuations immediately after every SAFE closes.</p><blockquote><p>Investor View: How They Model Your Cap Table</p><p>VCs model your company backward from exit value.  <br>If they see founders dropping below 10% ownership by Series B, they start planning for replacement.  </p><p>Their math assumes that alignment and motivation decline sharply once you fall into single-digit ownership.  </p><p>Keeping your stake above 15% isn&#8217;t ego&#8230; it&#8217;s survival.</p></blockquote><h2>Red Flags to Walk Away From</h2><p><strong>Liquidation preferences above 1x</strong> in SAFEs or seed rounds mean the investor expects failure. If an investor requests 2x or 3x participating preferred at seed stage, they&#8217;re structuring for acquisition below their investment where they get multiples while founders get nothing. Walk away or negotiate back to 1x non-participating.</p><p><strong>Board seats granted in SAFE investments</strong> bypass proper governance sequencing. A SAFE investor writing $500K shouldn&#8217;t get a board seat when Series A investors writing $10M get board seats. Offer board observer rights, but defer board seats to Series A.</p><p><strong>Advisory shares for investors</strong> on top of their investment is double-dipping. If someone invests $250K and wants 0.5% advisory shares for &#8220;helping with strategy,&#8221; they&#8217;re getting equity twice. Treat them like any other advisor with standard grants (0.25%) with two-year vesting.</p><p><strong>Veto rights on corporate actions</strong> give SAFE investors outsized control. A SAFE holder with 5% ownership shouldn&#8217;t block your Series A because they don&#8217;t like terms. Reject any veto rights before Series A.</p><p><strong>Transferable pro rata rights</strong> let investors sell or auction their allocation rights to third parties. Always include &#8220;pro rata rights are non-assignable and non-transferable without company consent.&#8221;</p><h2>FAST Action Steps</h2><p><strong>At Founding:</strong></p><ol><li><p>Implement four-year vesting with one-year cliff for all founders</p></li><li><p>File 83(b) elections within 30 days (mandatory and time-sensitive)</p></li><li><p>Reserve 10-15% for future option pool</p></li></ol><p><strong>At First Outside Capital:</strong></p><ol><li><p>Transition to Pulley free plan (up to 25 stakeholders)</p></li><li><p>Use Y Combinator post-money SAFE templates only</p></li><li><p>Set cap 30% higher than initial investor offer ($6-10M for robotics pre-seed)</p></li><li><p>Model SAFE conversion at realistic Series A valuations before closing</p></li><li><p>Apply for SBIR/STTR Phase I grants in parallel</p></li></ol><p><strong>Six Months Before Series A:</strong></p><ol><li><p>Consolidate multiple SAFEs into single terms if possible</p></li><li><p>Get fresh 409A valuation (mandatory for due diligence)</p></li><li><p>Prepare 18-24 month hiring plan to justify option pool size</p></li><li><p>Model Series A scenarios at $30M, $40M, $50M pre-money</p></li></ol><p><strong>During Series A Negotiations:</strong></p><ol><li><p>Negotiate option pool size with hiring plan data</p></li><li><p>Limit pro rata rights for seed investors (may need 50% participation cap)</p></li><li><p>Ensure 1x non-participating liquidation preference only</p></li><li><p>Model exit scenarios to understand when founders make money</p></li></ol><p><strong>Ongoing Maintenance:</strong></p><ol><li><p>Update cap table within 7 days of every transaction</p></li><li><p>Review fully diluted ownership monthly</p></li><li><p>Model fundraising scenarios quarterly</p></li><li><p>Maintain 409A valuations (update every 12 months minimum)</p></li><li><p>Plan next fundraising round 9-12 months before cash-out date</p></li></ol><div><hr></div><p>Every percentage point of equity you preserve at seed is worth 3-4x that by Series B and potentially millions at exit. Your cap table tells the story of your company. Make it a story where founders, employees, and investors all win together.</p><div><hr></div><p><strong>FYIAS (For Your Impatient Attention Span)&#8230; glad to see you here ;)<br>Anyways, I know how it is, and here you go:</strong></p><p>Robotics founders face 5-8 funding rounds versus 3-4 for software, burning $500K-2M monthly versus $100K-500K. By Series B, you&#8217;ll own less than 10% compared to 15-25% for software founders.<br>Post-money SAFEs at $10M caps are standard for robotics seed rounds. Multiple SAFE rounds at escalating caps create &#8220;high resolution financing&#8221; that Series A investors hate. SBIR/STTR grants provide $1-3M+ with zero dilution.<br>Every percentage point preserved at seed is worth 3-4x that by Series B.<br>Master the conversion mechanics or watch your ownership evaporate.</p>]]></content:encoded></item></channel></rss>