Everyone guessed video — but OpenAI's most compute-intensive product is actually deep research. Every query triggers 15 minutes of autonomous internet browsing. At scale, that dwarfs video generation.
Podbit · God Mode Podcast
Everyone guessed video — but OpenAI's most compute-intensive product is actually deep research. Every query triggers 15 minutes of autonomous internet browsing. At scale, that dwarfs video generation.
Where this was said
At 10:03 · chapter starts 6:17
OpenAI was reportedly spending $15 million every single day to run Sora, totalling roughly $5.5 billion per year for a social app generating no revenue.
Deep research, not video generation, is the single most expensive product OpenAI runs due to the sheer volume of requests and the internet browsing involved per query.
A miscommunication between Google Cloud and Google AI led Google Cloud to sell $5–10 billion worth of compute to Anthropic around Q3 of last year. Then Gemini 3 launched and usage exploded. Google AI suddenly had no compute for its own flagship model.
Sam had no coding knowledge, so he used ChatGPT voice mode to generate his entire codebase and copy-pasted it into Notepad. A friend later introduced him to Cursor, and he never looked back.
Copy days of Discord chat history, paste it into ChatGPT, and ask it to list recurring pain points. The ones that come up most often are your best product bets.
Sam's top advice: when prompting Cursor, tell it to architect code for 100,000 users from day one. The AI changes its approach, building scalable frameworks instead of brittle one-user code.
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.
PropGPT runs on React Native with TypeScript and Python for ML, Neon for the database, RevenueCat and Superwall for monetization. LLM costs are $20/month, data APIs $100/month, and after $10K in monthly marketing spend, margins sit at roughly 50%.
Game apps keep users engaged long enough for ads to pay off. Tool apps don't — so if you're building a utility, ads are almost always the wrong call and subscriptions are your only real lever.
Inside SEO Bot, a single button labelled 'Boost My Domain Rating' routes users directly to Listing Bot. That one interaction converts a user of one tool into a user of two — without any marketing cost.
Directory listings are a powerful but underrated growth channel — but only if your product is genuinely interesting enough to earn the click. AI products have a natural advantage here because they're easy to package in a compelling, clickable way.
We use essential and analytics cookies to run Vuci. To understand how the site is used: Privacy Policy.
Install Vuci on your phone
Add it to your home screen for a faster, app-like experience.
Install Vuci on your phone
Tap the Share button, then “Add to Home Screen”.
A new version is available
Reload to get the latest Vuci.