Speaker
Pat Walls
Appearances over time
3 episodes
Episodes
3
Podcasts
Quotes & moments
Algrow reached over 10,000 users in roughly six months, driven almost entirely by organic Discord community growth.
After their rebuilt app launched, Eyal and Yali hit $30,000 MRR in just 10 weeks.
Bhanu quit his first job after just 8 months, moved back to his parents' house to cut costs, and started building. One product sold for $250K; the next hit $10K MRR in its first month.
90% of SiteGPT's Google search traffic comes not from the main product but from ~50 free tools Bhanu built. Each tool targets a low-competition keyword and funnels users back to the paid product.
50,000 monthly visitors become 200 leads, 60 trials, and roughly 15–24 new customers per month at ~$100 average revenue each. Add a $1,700–$1,800 LTV and you have a very healthy SaaS.
Start with a blank Ahrefs search, layer in keyword filters (include term, KD < 10, volume > 1,000), list candidates in Notion, design a CTA linking to your main product, then score by volume, difficulty, build effort, and product relevance. That's the whole playbook.
With AI coding tools like Cursor, Bhanu replicates an existing free tool for a new keyword in under 5 minutes. What used to be a multi-day build is now a lunch-break task.
Ahrefs, SiteGPT, Cal.com, PostHog, Datafast, Sibyl AI, Bento, Feather, Featurepace, Mintlify, Cloud Code, ChartMogul — Bhanu runs his entire business solo with these 12 tools.
Don't spend months perfecting before launch. Ship the core feature, get real users, and let their feedback dictate the product roadmap. Premature polish is a trap.
SiteGPT launched and hit $10,000 MRR within its first month. That momentum was so overwhelming that Bhanu sold his existing SaaS, Feather, for $250,000 to free up all his time.
Marketing feels painful for most builders. Engineering as marketing flips the script: instead of writing cold emails or blog posts, you build things — and those things rank on Google forever.
Step 1: know exactly who you're building for. Step 2: worship your data. Step 3: obsess over in-app analytics to find drop-off points. Step 4: scale with influencer marketing only after the product converts. In that order.
Eyal and Yali made a bold bet: stop all marketing, go back into the cave, and rebuild PropGPT from scratch. Four months of pure engineering and design work with zero revenue growth — and it paid off massively.
After rebuilding, PropGPT relaunched at $1,700 MRR. Within 2.5 months, it peaked at $40K MRR and 2,000 downloads in a single day. The product hadn't changed its audience — it had changed how well it served them.
Users didn't want a sports betting analytics tool — they wanted to be told the answer. Eyal realized their app was making users do the work when they just wanted the result, and that single insight drove the entire rebuild.
A 45% download-to-trial rate sounds great — until you see 13% trial-to-paid. That gap isn't a marketing problem. It's a product problem. Eyal breaks down how to read these signals before they kill your business.
SiteGPT attracted over 1 million visitors and $500K in total revenue without spending a cent on paid marketing. The secret: engineering as marketing — building free tools that rank on Google.
Analysis
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