The Bootstrapped Founder

<p>Google is banning accounts. Anthropic is locking down their plans. Two major AI providers are drawing hard lines around agentic systems — and most founders aren't ready for what that means. In this episode, I break down the real liability risks of shipping AI features: rogue chatbots, confused agents wiping production data, customers pointing autonomous tools at your API, and the insurance gap nobody's talking about. I share my own close calls with Claude Code, a practical minimum safety posture for any AI-powered product, and why the founders building moats out of data instead of models will sleep much better at night.</p><p>This episode of The Bootstraped Founder is sponsored by <a href="https://podscan.fm/">Podscan.fm</a></p><p>The blog post: <a href="https://thebootstrappedfounder.com/ai-liability-the-landmines-under-your-saas/">https://thebootstrappedfounder.com/ai-liability-the-landmines-under-your-saas/</a> <br>The podcast episode: <a href="https://tbf.fm/episodes/438-ai-liability-the-landmines-under-your-saas">https://tbf.fm/episodes/438-ai-liability-the-landmines-under-your-saas</a> </p><p>Check out Podscan, the Podcast database that transcribes every podcast episode out there minutes after it gets released: <a href="https://podscan.fm/">https://podscan.fm</a><br>Send me a voicemail on Podline: <a href="https://podline.fm/arvid">https://podline.fm/arvid</a></p><p>You'll find my weekly article on my blog: <a href="https://thebootstrappedfounder.com/">https://thebootstrappedfounder.com</a></p><p>Podcast: <a href="https://thebootstrappedfounder.com/podcast">https://thebootstrappedfounder.com/podcast</a></p><p>Newsletter: <a href="https://thebootstrappedfounder.com/newsletter">https://thebootstrappedfounder.com/newsletter</a></p><p><br>My book Zero to Sold: <a href="https://zerotosold.com/">https://zerotosold.com/</a></p><p>My book The Embedded Entrepreneur: <a href="https://embeddedentrepreneur.com/">https://embeddedentrepreneur.com/</a></p><p>My course Find Your Following: <a href="https://findyourfollowing.com/">https://findyourfollowing.com</a></p><p>Here are a few tools I use. Using my affiliate links will support my work at no additional cost to you.<br>- <a href="https://affiliate.notion.so/465mv1536drx">Notion</a> (which I use to organize, write, coordinate, and archive my podcast + newsletter): <a href="https://affiliate.notion.so/465mv1536drx">https://affiliate.notion.so/465mv1536drx</a><br>- <a href="https://riverside.fm/?via=arvid">Riverside.fm</a> (that's what I recorded this episode with): <a href="https://riverside.fm/?via=arvid">https://riverside.fm/?via=arvid</a><br>- <a href="http://tweethunter.io/?via=arvid">TweetHunter</a> (for speedy scheduling and writing Tweets): <a href="http://tweethunter.io/?via=arvid">http://tweethunter.io/?via=arvid</a><br>- <a href="https://hypefury.com/?via=arvid60">HypeFury</a> (for massive Twitter analytics and scheduling): <a href="https://hypefury.com/?via=arvid60">https://hypefury.com/?via=arvid60</a><br>- <a href="https://audiopen.ai/?aff=PXErZ">AudioPen</a> (for taking voice notes and getting amazing summaries): <a href="https://audiopen.ai/?aff=PXErZ">https://audiopen.ai/?aff=PXErZ</a><br>- <a href="https://www.descript.com/?lmref=3cf39Q">Descript</a> (for word-based video editing, subtitles, and clips): <a href="https://www.descript.com/?lmref=3cf39Q">https://www.descript.com/?lmref=3cf39Q</a><br>- <a href="https://convertkit.com/?lmref=bN9CZw">ConvertKit</a> (for email lists, newsletters, even finding sponsors): <a href="https://convertkit.com/?lmref=bN9CZw">https://convertkit.com?lmref=bN9CZw</a></p>

<p>Building software is getting dramatically easier — so what exactly are we building our businesses on? In this episode, I dig into why real-world data is the only reliable moat left for software founders. I share what I'm seeing at Podscan, where fifty million transcribed podcast episodes matter far more than any algorithm, why purely transformative software is dangerously vulnerable to agents, and how making your business API-first with full platform parity is the move that turns a data advantage into a defensible one. Having data is half the moat. Availing data is the other half.</p><p>This episode of The Bootstraped Founder is sponsored by <a href="https://podscan.fm/">Podscan.fm</a></p><p>The blog post: <a href="https://thebootstrappedfounder.com/data-is-the-only-moat/">https://thebootstrappedfounder.com/data-is-the-only-moat/</a> <br>The podcast episode: <a href="https://tbf.fm/episodes/437-data-is-the-only-moat">https://tbf.fm/episodes/437-data-is-the-only-moat</a></p><p>Check out Podscan, the Podcast database that transcribes every podcast episode out there minutes after it gets released: <a href="https://podscan.fm/">https://podscan.fm</a><br>Send me a voicemail on Podline: <a href="https://podline.fm/arvid">https://podline.fm/arvid</a></p><p>You'll find my weekly article on my blog: <a href="https://thebootstrappedfounder.com/">https://thebootstrappedfounder.com</a></p><p>Podcast: <a href="https://thebootstrappedfounder.com/podcast">https://thebootstrappedfounder.com/podcast</a></p><p>Newsletter: <a href="https://thebootstrappedfounder.com/newsletter">https://thebootstrappedfounder.com/newsletter</a></p><p><br>My book Zero to Sold: <a href="https://zerotosold.com/">https://zerotosold.com/</a></p><p>My book The Embedded Entrepreneur: <a href="https://embeddedentrepreneur.com/">https://embeddedentrepreneur.com/</a></p><p>My course Find Your Following: <a href="https://findyourfollowing.com/">https://findyourfollowing.com</a></p><p>Here are a few tools I use. Using my affiliate links will support my work at no additional cost to you.<br>- <a href="https://affiliate.notion.so/465mv1536drx">Notion</a> (which I use to organize, write, coordinate, and archive my podcast + newsletter): <a href="https://affiliate.notion.so/465mv1536drx">https://affiliate.notion.so/465mv1536drx</a><br>- <a href="https://riverside.fm/?via=arvid">Riverside.fm</a> (that's what I recorded this episode with): <a href="https://riverside.fm/?via=arvid">https://riverside.fm/?via=arvid</a><br>- <a href="http://tweethunter.io/?via=arvid">TweetHunter</a> (for speedy scheduling and writing Tweets): <a href="http://tweethunter.io/?via=arvid">http://tweethunter.io/?via=arvid</a><br>- <a href="https://hypefury.com/?via=arvid60">HypeFury</a> (for massive Twitter analytics and scheduling): <a href="https://hypefury.com/?via=arvid60">https://hypefury.com/?via=arvid60</a><br>- <a href="https://audiopen.ai/?aff=PXErZ">AudioPen</a> (for taking voice notes and getting amazing summaries): <a href="https://audiopen.ai/?aff=PXErZ">https://audiopen.ai/?aff=PXErZ</a><br>- <a href="https://www.descript.com/?lmref=3cf39Q">Descript</a> (for word-based video editing, subtitles, and clips): <a href="https://www.descript.com/?lmref=3cf39Q">https://www.descript.com/?lmref=3cf39Q</a><br>- <a href="https://convertkit.com/?lmref=bN9CZw">ConvertKit</a> (for email lists, newsletters, even finding sponsors): <a href="https://convertkit.com/?lmref=bN9CZw">https://convertkit.com?lmref=bN9CZw</a></p>

<p>What happens when the seeds you planted eighteen months ago finally start breaking through? In this episode, Arvid shares how Podscan's long-term investments are compounding—from programmatic SEO earning backlinks from major publications to an OP3 integration improving data fidelity across millions of podcasts. He also talks about how agentic coding tools helped him migrate to OpenSearch, a system he never would have touched on his own, and the semi-automated 10-80-10 workflows that are freeing him up for higher-leverage work.</p><p>This episode of The Bootstraped Founder is sponsored by <a href="https://podscan.fm/">Podscan.fm</a></p><p>The blog post: <a href="https://thebootstrappedfounder.com/when-long-term-investments-finally-pay-off/">https://thebootstrappedfounder.com/when-long-term-investments-finally-pay-off/</a> <br>The podcast episode: <a href="https://tbf.fm/episodes/436-when-long-term-investments-finally-pay-off">https://tbf.fm/episodes/436-when-long-term-investments-finally-pay-off</a></p><p>Check out Podscan, the Podcast database that transcribes every podcast episode out there minutes after it gets released: <a href="https://podscan.fm/">https://podscan.fm</a><br>Send me a voicemail on Podline: <a href="https://podline.fm/arvid">https://podline.fm/arvid</a></p><p>You'll find my weekly article on my blog: <a href="https://thebootstrappedfounder.com/">https://thebootstrappedfounder.com</a></p><p>Podcast: <a href="https://thebootstrappedfounder.com/podcast">https://thebootstrappedfounder.com/podcast</a></p><p>Newsletter: <a href="https://thebootstrappedfounder.com/newsletter">https://thebootstrappedfounder.com/newsletter</a></p><p><br>My book Zero to Sold: <a href="https://zerotosold.com/">https://zerotosold.com/</a></p><p>My book The Embedded Entrepreneur: <a href="https://embeddedentrepreneur.com/">https://embeddedentrepreneur.com/</a></p><p>My course Find Your Following: <a href="https://findyourfollowing.com/">https://findyourfollowing.com</a></p><p>Here are a few tools I use. Using my affiliate links will support my work at no additional cost to you.<br>- <a href="https://affiliate.notion.so/465mv1536drx">Notion</a> (which I use to organize, write, coordinate, and archive my podcast + newsletter): <a href="https://affiliate.notion.so/465mv1536drx">https://affiliate.notion.so/465mv1536drx</a><br>- <a href="https://riverside.fm/?via=arvid">Riverside.fm</a> (that's what I recorded this episode with): <a href="https://riverside.fm/?via=arvid">https://riverside.fm/?via=arvid</a><br>- <a href="http://tweethunter.io/?via=arvid">TweetHunter</a> (for speedy scheduling and writing Tweets): <a href="http://tweethunter.io/?via=arvid">http://tweethunter.io/?via=arvid</a><br>- <a href="https://hypefury.com/?via=arvid60">HypeFury</a> (for massive Twitter analytics and scheduling): <a href="https://hypefury.com/?via=arvid60">https://hypefury.com/?via=arvid60</a><br>- <a href="https://audiopen.ai/?aff=PXErZ">AudioPen</a> (for taking voice notes and getting amazing summaries): <a href="https://audiopen.ai/?aff=PXErZ">https://audiopen.ai/?aff=PXErZ</a><br>- <a href="https://www.descript.com/?lmref=3cf39Q">Descript</a> (for word-based video editing, subtitles, and clips): <a href="https://www.descript.com/?lmref=3cf39Q">https://www.descript.com/?lmref=3cf39Q</a><br>- <a href="https://convertkit.com/?lmref=bN9CZw">ConvertKit</a> (for email lists, newsletters, even finding sponsors): <a href="https://convertkit.com/?lmref=bN9CZw">https://convertkit.com?lmref=bN9CZw</a></p>

<p>After six months of building Podscan almost exclusively with Claude Code, Arvid shares the configuration and prompting strategies that make agentic coding actually work. From connecting Claude to your browser with the --chrome flag so it can visually inspect your app, to the "Ralph Wiggum loop" that keeps the agent iterating until a task is truly done, to the permission settings that prevent it from nuking your database—these are the practical lessons that separate productive Claude Code users from those constantly cleaning up messes. Plus: why testing is Claude Code's superpower, and how to build a system prompt that turns raw code generation into genuine collaboration.</p><p>This episode of The Bootstraped Founder is sponsored by <a href="https://podscan.fm/">Podscan.fm</a></p><p>The blog post: <a href="https://thebootstrappedfounder.com/how-to-actually-use-claude-code-to-build-serious-software/">https://thebootstrappedfounder.com/how-to-actually-use-claude-code-to-build-serious-software/</a> <br>The podcast episode: <a href="https://tbf.fm/episodes/435-how-to-actually-use-claude-code-to-build-serious-software">https://tbf.fm/episodes/435-how-to-actually-use-claude-code-to-build-serious-software</a> </p><p>Check out Podscan, the Podcast database that transcribes every podcast episode out there minutes after it gets released: <a href="https://podscan.fm/">https://podscan.fm</a><br>Send me a voicemail on Podline: <a href="https://podline.fm/arvid">https://podline.fm/arvid</a></p><p>You'll find my weekly article on my blog: <a href="https://thebootstrappedfounder.com/">https://thebootstrappedfounder.com</a></p><p>Podcast: <a href="https://thebootstrappedfounder.com/podcast">https://thebootstrappedfounder.com/podcast</a></p><p>Newsletter: <a href="https://thebootstrappedfounder.com/newsletter">https://thebootstrappedfounder.com/newsletter</a></p><p><br>My book Zero to Sold: <a href="https://zerotosold.com/">https://zerotosold.com/</a></p><p>My book The Embedded Entrepreneur: <a href="https://embeddedentrepreneur.com/">https://embeddedentrepreneur.com/</a></p><p>My course Find Your Following: <a href="https://findyourfollowing.com/">https://findyourfollowing.com</a></p><p>Here are a few tools I use. Using my affiliate links will support my work at no additional cost to you.<br>- <a href="https://affiliate.notion.so/465mv1536drx">Notion</a> (which I use to organize, write, coordinate, and archive my podcast + newsletter): <a href="https://affiliate.notion.so/465mv1536drx">https://affiliate.notion.so/465mv1536drx</a><br>- <a href="https://riverside.fm/?via=arvid">Riverside.fm</a> (that's what I recorded this episode with): <a href="https://riverside.fm/?via=arvid">https://riverside.fm/?via=arvid</a><br>- <a href="http://tweethunter.io/?via=arvid">TweetHunter</a> (for speedy scheduling and writing Tweets): <a href="http://tweethunter.io/?via=arvid">http://tweethunter.io/?via=arvid</a><br>- <a href="https://hypefury.com/?via=arvid60">HypeFury</a> (for massive Twitter analytics and scheduling): <a href="https://hypefury.com/?via=arvid60">https://hypefury.com/?via=arvid60</a><br>- <a href="https://audiopen.ai/?aff=PXErZ">AudioPen</a> (for taking voice notes and getting amazing summaries): <a href="https://audiopen.ai/?aff=PXErZ">https://audiopen.ai/?aff=PXErZ</a><br>- <a href="https://www.descript.com/?lmref=3cf39Q">Descript</a> (for word-based video editing, subtitles, and clips): <a href="https://www.descript.com/?lmref=3cf39Q">https://www.descript.com/?lmref=3cf39Q</a><br>- <a href="https://convertkit.com/?lmref=bN9CZw">ConvertKit</a> (for email lists, newsletters, even finding sponsors): <a href="https://convertkit.com/?lmref=bN9CZw">https://convertkit.com?lmref=bN9CZw</a></p>

<p>"Follow your passion" consistently ranks as the most frustrating advice entrepreneurs receive. Today I'm breaking down why this well-meaning guidance becomes dangerous when followed blindly, and more importantly, what it actually decodes into when you think about it properly. </p><p>Using my own experience with miniature painting and 3D printing, I'll show you how the real opportunity isn't doing what you love for money—it's finding others who share your passion and solving the problems they can't solve themselves.</p><p>This episode of The Bootstraped Founder is sponsored by <a href="https://www.paddle.com/?utm_source=tbf&amp;utm_medium=link&amp;utm_campaign=arvidkahl">Paddle.com</a></p><p>The blog post: <a href="https://thebootstrappedfounder.com/follow-your-passion-but-not-like-that/">https://thebootstrappedfounder.com/follow-your-passion-but-not-like-that/</a> <br>The podcast episode: <a href="https://tbf.fm/episodes/434-follow-your-passion-but-not-like-that">https://tbf.fm/episodes/434-follow-your-passion-but-not-like-that</a> </p><p>Check out Podscan, the Podcast database that transcribes every podcast episode out there minutes after it gets released: <a href="https://podscan.fm/">https://podscan.fm</a><br>Send me a voicemail on Podline: <a href="https://podline.fm/arvid">https://podline.fm/arvid</a></p><p>You'll find my weekly article on my blog: <a href="https://thebootstrappedfounder.com/">https://thebootstrappedfounder.com</a></p><p>Podcast: <a href="https://thebootstrappedfounder.com/podcast">https://thebootstrappedfounder.com/podcast</a></p><p>Newsletter: <a href="https://thebootstrappedfounder.com/newsletter">https://thebootstrappedfounder.com/newsletter</a></p><p><br>My book Zero to Sold: <a href="https://zerotosold.com/">https://zerotosold.com/</a></p><p>My book The Embedded Entrepreneur: <a href="https://embeddedentrepreneur.com/">https://embeddedentrepreneur.com/</a></p><p>My course Find Your Following: <a href="https://findyourfollowing.com/">https://findyourfollowing.com</a></p><p>Here are a few tools I use. Using my affiliate links will support my work at no additional cost to you.<br>- <a href="https://affiliate.notion.so/465mv1536drx">Notion</a> (which I use to organize, write, coordinate, and archive my podcast + newsletter): <a href="https://affiliate.notion.so/465mv1536drx">https://affiliate.notion.so/465mv1536drx</a><br>- <a href="https://riverside.fm/?via=arvid">Riverside.fm</a> (that's what I recorded this episode with): <a href="https://riverside.fm/?via=arvid">https://riverside.fm/?via=arvid</a><br>- <a href="http://tweethunter.io/?via=arvid">TweetHunter</a> (for speedy scheduling and writing Tweets): <a href="http://tweethunter.io/?via=arvid">http://tweethunter.io/?via=arvid</a><br>- <a href="https://hypefury.com/?via=arvid60">HypeFury</a> (for massive Twitter analytics and scheduling): <a href="https://hypefury.com/?via=arvid60">https://hypefury.com/?via=arvid60</a><br>- <a href="https://audiopen.ai/?aff=PXErZ">AudioPen</a> (for taking voice notes and getting amazing summaries): <a href="https://audiopen.ai/?aff=PXErZ">https://audiopen.ai/?aff=PXErZ</a><br>- <a href="https://www.descript.com/?lmref=3cf39Q">Descript</a> (for word-based video editing, subtitles, and clips): <a href="https://www.descript.com/?lmref=3cf39Q">https://www.descript.com/?lmref=3cf39Q</a><br>- <a href="https://convertkit.com/?lmref=bN9CZw">ConvertKit</a> (for email lists, newsletters, even finding sponsors): <a href="https://convertkit.com/?lmref=bN9CZw">https://convertkit.com?lmref=bN9CZw</a></p>

<p>The "improve 1% every day" mantra sounds inspiring until you realize it mostly gets people tweaking button colors and reorganizing task managers. Real improvements in early-stage businesses come from unexpected moments—like a single customer conversation that reveals you've been doing something wrong for six months. Instead of chasing unmeasurable micro-improvements, talk to one customer every day. \</p><p>That's where assumptions clash with reality, where you learn their language, and where you discover the insights that actually move the needle.</p><p>This episode of The Bootstraped Founder is sponsored by <a href="https://www.paddle.com/?utm_source=tbf&amp;utm_medium=link&amp;utm_campaign=arvidkahl">Paddle.com</a></p><p>The blog post:  <br>The podcast episode: <a href="https://tbf.fm/episodes/433-the-1-improvement-myth">https://tbf.fm/episodes/433-the-1-improvement-myth</a> </p><p>Check out Podscan, the Podcast database that transcribes every podcast episode out there minutes after it gets released: <a href="https://podscan.fm/">https://podscan.fm</a><br>Send me a voicemail on Podline: <a href="https://podline.fm/arvid">https://podline.fm/arvid</a></p><p>You'll find my weekly article on my blog: <a href="https://thebootstrappedfounder.com/">https://thebootstrappedfounder.com</a></p><p>Podcast: <a href="https://thebootstrappedfounder.com/podcast">https://thebootstrappedfounder.com/podcast</a></p><p>Newsletter: <a href="https://thebootstrappedfounder.com/newsletter">https://thebootstrappedfounder.com/newsletter</a></p><p><br>My book Zero to Sold: <a href="https://zerotosold.com/">https://zerotosold.com/</a></p><p>My book The Embedded Entrepreneur: <a href="https://embeddedentrepreneur.com/">https://embeddedentrepreneur.com/</a></p><p>My course Find Your Following: <a href="https://findyourfollowing.com/">https://findyourfollowing.com</a></p><p>Here are a few tools I use. Using my affiliate links will support my work at no additional cost to you.<br>- <a href="https://affiliate.notion.so/465mv1536drx">Notion</a> (which I use to organize, write, coordinate, and archive my podcast + newsletter): <a href="https://affiliate.notion.so/465mv1536drx">https://affiliate.notion.so/465mv1536drx</a><br>- <a href="https://riverside.fm/?via=arvid">Riverside.fm</a> (that's what I recorded this episode with): <a href="https://riverside.fm/?via=arvid">https://riverside.fm/?via=arvid</a><br>- <a href="http://tweethunter.io/?via=arvid">TweetHunter</a> (for speedy scheduling and writing Tweets): <a href="http://tweethunter.io/?via=arvid">http://tweethunter.io/?via=arvid</a><br>- <a href="https://hypefury.com/?via=arvid60">HypeFury</a> (for massive Twitter analytics and scheduling): <a href="https://hypefury.com/?via=arvid60">https://hypefury.com/?via=arvid60</a><br>- <a href="https://audiopen.ai/?aff=PXErZ">AudioPen</a> (for taking voice notes and getting amazing summaries): <a href="https://audiopen.ai/?aff=PXErZ">https://audiopen.ai/?aff=PXErZ</a><br>- <a href="https://www.descript.com/?lmref=3cf39Q">Descript</a> (for word-based video editing, subtitles, and clips): <a href="https://www.descript.com/?lmref=3cf39Q">https://www.descript.com/?lmref=3cf39Q</a><br>- <a href="https://convertkit.com/?lmref=bN9CZw">ConvertKit</a> (for email lists, newsletters, even finding sponsors): <a href="https://convertkit.com/?lmref=bN9CZw">https://convertkit.com?lmref=bN9CZw</a></p>

<p>The entrepreneurial world loves telling founders to "never give up"—but what if that advice is slowly killing your business? In this episode, I unpack why persistence without direction is just expensive stubbornness. The real skill isn't grinding through everything; it's knowing which assumptions to abandon while keeping the business alive. I share why running parallel experiments beats blind faith, and what a Twitter thread about Pieter Levels' "ugly" landing pages taught me about the beliefs we cling to without questioning.</p><p>This episode of The Bootstraped Founder is sponsored by <a href="https://www.paddle.com/?utm_source=tbf&amp;utm_medium=link&amp;utm_campaign=arvidkahl">Paddle.com</a></p><p>The blog post: <a href="https://thebootstrappedfounder.com/dont-give-up-your-assumptions/">https://thebootstrappedfounder.com/dont-give-up-your-assumptions/</a><br>The podcast episode: <a href="https://tbf.fm/episodes/432-dont-give-up-your-assumptions">https://tbf.fm/episodes/432-dont-give-up-your-assumptions</a> </p><p>Check out Podscan, the Podcast database that transcribes every podcast episode out there minutes after it gets released: <a href="https://podscan.fm/">https://podscan.fm</a><br>Send me a voicemail on Podline: <a href="https://podline.fm/arvid">https://podline.fm/arvid</a></p><p>You'll find my weekly article on my blog: <a href="https://thebootstrappedfounder.com/">https://thebootstrappedfounder.com</a></p><p>Podcast: <a href="https://thebootstrappedfounder.com/podcast">https://thebootstrappedfounder.com/podcast</a></p><p>Newsletter: <a href="https://thebootstrappedfounder.com/newsletter">https://thebootstrappedfounder.com/newsletter</a></p><p><br>My book Zero to Sold: <a href="https://zerotosold.com/">https://zerotosold.com/</a></p><p>My book The Embedded Entrepreneur: <a href="https://embeddedentrepreneur.com/">https://embeddedentrepreneur.com/</a></p><p>My course Find Your Following: <a href="https://findyourfollowing.com/">https://findyourfollowing.com</a></p><p>Here are a few tools I use. Using my affiliate links will support my work at no additional cost to you.<br>- <a href="https://affiliate.notion.so/465mv1536drx">Notion</a> (which I use to organize, write, coordinate, and archive my podcast + newsletter): <a href="https://affiliate.notion.so/465mv1536drx">https://affiliate.notion.so/465mv1536drx</a><br>- <a href="https://riverside.fm/?via=arvid">Riverside.fm</a> (that's what I recorded this episode with): <a href="https://riverside.fm/?via=arvid">https://riverside.fm/?via=arvid</a><br>- <a href="http://tweethunter.io/?via=arvid">TweetHunter</a> (for speedy scheduling and writing Tweets): <a href="http://tweethunter.io/?via=arvid">http://tweethunter.io/?via=arvid</a><br>- <a href="https://hypefury.com/?via=arvid60">HypeFury</a> (for massive Twitter analytics and scheduling): <a href="https://hypefury.com/?via=arvid60">https://hypefury.com/?via=arvid60</a><br>- <a href="https://audiopen.ai/?aff=PXErZ">AudioPen</a> (for taking voice notes and getting amazing summaries): <a href="https://audiopen.ai/?aff=PXErZ">https://audiopen.ai/?aff=PXErZ</a><br>- <a href="https://www.descript.com/?lmref=3cf39Q">Descript</a> (for word-based video editing, subtitles, and clips): <a href="https://www.descript.com/?lmref=3cf39Q">https://www.descript.com/?lmref=3cf39Q</a><br>- <a href="https://convertkit.com/?lmref=bN9CZw">ConvertKit</a> (for email lists, newsletters, even finding sponsors): <a href="https://convertkit.com/?lmref=bN9CZw">https://convertkit.com?lmref=bN9CZw</a></p>

<p>Jack Ellis recently shared that storing page views and custom events in separate database tables was his biggest mistake at Fathom Analytics. That got me thinking about my own data modeling decisions at Podscan—choices I made on day one that now, two years and 45 million episodes later, either enable or constrain everything I build. </p><p>Today, I'm exploring how your data model doesn't just store information, it fundamentally shapes how you think about your product. From the simple decision of whether to include teams in your authentication system to the complex realities of running full-text search across terabytes of transcript data, I'll share the migrations, the blue-green deployments, and the hard lessons about building flexibility into both your infrastructure and your founder mindset.</p><p><a href="https://tbf.link/bff">I'm running a time-limited Black Friday sale of The Bootstrapper's Bundle: all my books, all my courses, all formats, for $25 instead of $100+. Grab it here: https://tbf.link/bff</a></p><p>This episode of The Bootstraped Founder is sponsored by <a href="https://www.paddle.com/?utm_source=tbf&amp;utm_medium=link&amp;utm_campaign=arvidkahl">Paddle.com</a><br>You'll find the Black Friday Guide here: <a href="https://www.paddle.com/learn/grow-beyond-black-friday?utm_medium=website&amp;utm_source=partner&amp;utm_campaign=core-fy2025-h2-black-friday-campaign&amp;utm_content=bootstrapped-founder">https://www.paddle.com/learn/grow-beyond-black-friday</a></p><p>The blog post: <a href="https://thebootstrappedfounder.com/how-your-data-model-shapes-your-product/">https://thebootstrappedfounder.com/how-your-data-model-shapes-your-product/</a> <br>The podcast episode: <a href="https://tbf.fm/episodes/426-how-your-data-model-shapes-your-product">https://tbf.fm/episodes/426-how-your-data-model-shapes-your-product</a> </p><p>Check out Podscan, the Podcast database that transcribes every podcast episode out there minutes after it gets released: <a href="https://podscan.fm/">https://podscan.fm</a><br>Send me a voicemail on Podline: <a href="https://podline.fm/arvid">https://podline.fm/arvid</a></p><p>You'll find my weekly article on my blog: <a href="https://thebootstrappedfounder.com/">https://thebootstrappedfounder.com</a></p><p>Podcast: <a href="https://thebootstrappedfounder.com/podcast">https://thebootstrappedfounder.com/podcast</a></p><p>Newsletter: <a href="https://thebootstrappedfounder.com/newsletter">https://thebootstrappedfounder.com/newsletter</a></p><p><br>My book Zero to Sold: <a href="https://zerotosold.com/">https://zerotosold.com/</a></p><p>My book The Embedded Entrepreneur: <a href="https://embeddedentrepreneur.com/">https://embeddedentrepreneur.com/</a></p><p>My course Find Your Following: <a href="https://findyourfollowing.com/">https://findyourfollowing.com</a></p><p>Here are a few tools I use. Using my affiliate links will support my work at no additional cost to you.<br>- <a href="https://affiliate.notion.so/465mv1536drx">Notion</a> (which I use to organize, write, coordinate, and archive my podcast + newsletter): <a href="https://affiliate.notion.so/465mv1536drx">https://affiliate.notion.so/465mv1536drx</a><br>- <a href="https://riverside.fm/?via=arvid">Riverside.fm</a> (that's what I recorded this episode with): <a href="https://riverside.fm/?via=arvid">https://riverside.fm/?via=arvid</a><br>- <a href="http://tweethunter.io/?via=arvid">TweetHunter</a> (for speedy scheduling and writing Tweets): <a href="http://tweethunter.io/?via=arvid">http://tweethunter.io/?via=arvid</a><br>- <a href="https://hypefury.com/?via=arvid60">HypeFury</a> (for massive Twitter analytics and scheduling): <a href="https://hypefury.com/?via=arvid60">https://hypefury.com/?via=arvid60</a><br>- <a href="https://audiopen.ai/?aff=PXErZ">AudioPen</a> (for taking voice notes and getting amazing summaries): <a href="https://audiopen.ai/?aff=PXErZ">https://audiopen.ai/?aff=PXErZ</a><br>- <a href="https://www.descript.com/?lmref=3cf39Q">Descript</a> (for word-based video editing, subtitles, and clips): <a href="https://www.descript.com/?lmref=3cf39Q">https://www.descript.com/?lmref=3cf39Q</a><br>- <a href="https://convertkit.com/?lmref=bN9CZw">ConvertKit</a> (for email lists, newsletters, even finding sponsors): <a href="https://convertkit.com/?lmref=bN9CZw">https://convertkit.com?lmref=bN9CZw</a></p>

<p>What if your customers can't care about your advanced features because you haven't satisfied their basic needs first? Just like humans need food before philosophy, marketers need specific data in a rigid order – and understanding this hierarchy transformed how Podscan onboards customers.</p><p><br>This episode of The Bootstraped Founder is sponsored by <a href="https://www.paddle.com/?utm_source=tbf&amp;utm_medium=link&amp;utm_campaign=arvidkahl">Paddle.com</a><br>You'll find the Black Friday Guide here: <a href="https://www.paddle.com/learn/grow-beyond-black-friday?utm_medium=website&amp;utm_source=partner&amp;utm_campaign=core-fy2025-h2-black-friday-campaign&amp;utm_content=bootstrapped-founder">https://www.paddle.com/learn/grow-beyond-black-friday</a></p><p>The blog post: <a href="https://thebootstrappedfounder.com/the-marketers-hierarchy-of-needs-a-framework-for-understanding-customer-intelligence/">https://thebootstrappedfounder.com/the-marketers-hierarchy-of-needs-a-framework-for-understanding-customer-intelligence/</a><br>The podcast episode: <a href="https://tbf.fm/episodes/423-the-marketers-hierarchy-of-needs-a-framework-for-understanding-customer-intelligence">https://tbf.fm/episodes/423-the-marketers-hierarchy-of-needs-a-framework-for-understanding-customer-intelligence</a></p><p><br></p><p>Check out Podscan, the Podcast database that transcribes every podcast episode out there minutes after it gets released: <a href="https://podscan.fm/">https://podscan.fm</a><br>Send me a voicemail on Podline: <a href="https://podline.fm/arvid">https://podline.fm/arvid</a></p><p>You'll find my weekly article on my blog: <a href="https://thebootstrappedfounder.com/">https://thebootstrappedfounder.com</a></p><p>Podcast: <a href="https://thebootstrappedfounder.com/podcast">https://thebootstrappedfounder.com/podcast</a></p><p>Newsletter: <a href="https://thebootstrappedfounder.com/newsletter">https://thebootstrappedfounder.com/newsletter</a></p><p><br>My book Zero to Sold: <a href="https://zerotosold.com/">https://zerotosold.com/</a></p><p>My book The Embedded Entrepreneur: <a href="https://embeddedentrepreneur.com/">https://embeddedentrepreneur.com/</a></p><p>My course Find Your Following: <a href="https://findyourfollowing.com/">https://findyourfollowing.com</a></p><p>Here are a few tools I use. Using my affiliate links will support my work at no additional cost to you.<br>- <a href="https://affiliate.notion.so/465mv1536drx">Notion</a> (which I use to organize, write, coordinate, and archive my podcast + newsletter): <a href="https://affiliate.notion.so/465mv1536drx">https://affiliate.notion.so/465mv1536drx</a><br>- <a href="https://riverside.fm/?via=arvid">Riverside.fm</a> (that's what I recorded this episode with): <a href="https://riverside.fm/?via=arvid">https://riverside.fm/?via=arvid</a><br>- <a href="http://tweethunter.io/?via=arvid">TweetHunter</a> (for speedy scheduling and writing Tweets): <a href="http://tweethunter.io/?via=arvid">http://tweethunter.io/?via=arvid</a><br>- <a href="https://hypefury.com/?via=arvid60">HypeFury</a> (for massive Twitter analytics and scheduling): <a href="https://hypefury.com/?via=arvid60">https://hypefury.com/?via=arvid60</a><br>- <a href="https://audiopen.ai/?aff=PXErZ">AudioPen</a> (for taking voice notes and getting amazing summaries): <a href="https://audiopen.ai/?aff=PXErZ">https://audiopen.ai/?aff=PXErZ</a><br>- <a href="https://www.descript.com/?lmref=3cf39Q">Descript</a> (for word-based video editing, subtitles, and clips): <a href="https://www.descript.com/?lmref=3cf39Q">https://www.descript.com/?lmref=3cf39Q</a><br>- <a href="https://convertkit.com/?lmref=bN9CZw">ConvertKit</a> (for email lists, newsletters, even finding sponsors): <a href="https://convertkit.com/?lmref=bN9CZw">https://convertkit.com?lmref=bN9CZw</a></p>

<p>When you build a software business as a founder, you have a dream. Building. Features. APIs. UIs.</p><p>But how much of that is JUST a dream, and what REALLY leads to paying customers?</p><p><br>This episode of The Bootstraped Founder is sponsored by <a href="https://www.paddle.com/?utm_source=tbf&amp;utm_medium=link&amp;utm_campaign=arvidkahl">Paddle.com</a><br>You'll find the Black Friday Guide here: <a href="https://www.paddle.com/learn/grow-beyond-black-friday?utm_medium=website&amp;utm_source=partner&amp;utm_campaign=core-fy2025-h2-black-friday-campaign&amp;utm_content=bootstrapped-founder">https://www.paddle.com/learn/grow-beyond-black-friday</a></p><p>The blog post: <a href="https://thebootstrappedfounder.com/the-things-your-customers-dont-care-about/">https://thebootstrappedfounder.com/the-things-your-customers-dont-care-about/</a><br>The podcast episode: <a href="https://tbf.fm/episodes/422-the-things-your-customers-dont-care-about">https://tbf.fm/episodes/422-the-things-your-customers-dont-care-about</a></p><p><br></p><p>Check out Podscan, the Podcast database that transcribes every podcast episode out there minutes after it gets released: <a href="https://podscan.fm/">https://podscan.fm</a><br>Send me a voicemail on Podline: <a href="https://podline.fm/arvid">https://podline.fm/arvid</a></p><p>You'll find my weekly article on my blog: <a href="https://thebootstrappedfounder.com/">https://thebootstrappedfounder.com</a></p><p>Podcast: <a href="https://thebootstrappedfounder.com/podcast">https://thebootstrappedfounder.com/podcast</a></p><p>Newsletter: <a href="https://thebootstrappedfounder.com/newsletter">https://thebootstrappedfounder.com/newsletter</a></p><p><br>My book Zero to Sold: <a href="https://zerotosold.com/">https://zerotosold.com/</a></p><p>My book The Embedded Entrepreneur: <a href="https://embeddedentrepreneur.com/">https://embeddedentrepreneur.com/</a></p><p>My course Find Your Following: <a href="https://findyourfollowing.com/">https://findyourfollowing.com</a></p><p>Here are a few tools I use. Using my affiliate links will support my work at no additional cost to you.<br>- <a href="https://affiliate.notion.so/465mv1536drx">Notion</a> (which I use to organize, write, coordinate, and archive my podcast + newsletter): <a href="https://affiliate.notion.so/465mv1536drx">https://affiliate.notion.so/465mv1536drx</a><br>- <a href="https://riverside.fm/?via=arvid">Riverside.fm</a> (that's what I recorded this episode with): <a href="https://riverside.fm/?via=arvid">https://riverside.fm/?via=arvid</a><br>- <a href="http://tweethunter.io/?via=arvid">TweetHunter</a> (for speedy scheduling and writing Tweets): <a href="http://tweethunter.io/?via=arvid">http://tweethunter.io/?via=arvid</a><br>- <a href="https://hypefury.com/?via=arvid60">HypeFury</a> (for massive Twitter analytics and scheduling): <a href="https://hypefury.com/?via=arvid60">https://hypefury.com/?via=arvid60</a><br>- <a href="https://audiopen.ai/?aff=PXErZ">AudioPen</a> (for taking voice notes and getting amazing summaries): <a href="https://audiopen.ai/?aff=PXErZ">https://audiopen.ai/?aff=PXErZ</a><br>- <a href="https://www.descript.com/?lmref=3cf39Q">Descript</a> (for word-based video editing, subtitles, and clips): <a href="https://www.descript.com/?lmref=3cf39Q">https://www.descript.com/?lmref=3cf39Q</a><br>- <a href="https://convertkit.com/?lmref=bN9CZw">ConvertKit</a> (for email lists, newsletters, even finding sponsors): <a href="https://convertkit.com/?lmref=bN9CZw">https://convertkit.com?lmref=bN9CZw</a></p>