My First Million · Episode Brief
5 App Ideas for ChatGPT’s New App Store ft. Greg Isenberg
ChatGPT's App Store launch is the App Store moment Greg Isenberg has been waiting to argue about — and his five ideas are a specific bet on which categories it will disrupt first.
The ChatGPT App Store launch is the kind of platform event that creates a window: a new distribution channel, early enough that most builders haven't positioned for it, late enough that the user base already exists. Greg Isenberg's frame is that the right move in this window is not to build general-purpose AI but to build narrow, high-intent use cases for specific communities who will pay for a solution to a specific problem.
The AI Tax Guy is the clearest example of the thesis. Tax preparation is expensive, annoying, and mostly standardized — the majority of people overpay professionals for advice that an AI agent could give adequately. The bottleneck has never been the advice quality; it's been the delivery mechanism. A ChatGPT app changes that without requiring a regulated entity, a physical office, or a large customer support operation.
The AI Healthcare concierge operates on the same logic: most healthcare navigation questions are not medical advice, they're information problems — and information problems are exactly what AI is built for. The regulatory risk is real, but Isenberg's point is that the risk is lower than building a full digital health company and the market is larger than it looks from the outside.
The AI Grandma and AI Meme Studio ideas are more speculative — they're bets on emotional needs (connection, humor) that AI has historically been bad at, and that the new generation of models is getting better at faster than most people realize. The credit repair idea is the most immediately commercial: a compliance-heavy, information-intensive process that currently requires expensive professionals and generates terrible consumer outcomes.
Key Ideas
- →The ChatGPT App Store is a distribution event — an early window for builders who understand that the platform's user base is already there and the channel is not yet crowded.
- →Isenberg's template: pick a category where professionals charge a lot, the underlying advice is mostly standardized, and the consumer outcome is consistently bad — then replace the professional with an agent.
- →AI Tax Guy: tax prep is expensive and mostly standardized — a high-intent AI app removes the professional without removing the outcome the customer actually needs.
- →AI Healthcare Concierge: most healthcare questions are information problems, not medical advice problems — AI handles information at a cost and scale no human practice can match.
- →Credit repair as an AI use case: a compliance-heavy, information-intensive process that currently generates terrible consumer outcomes despite widespread demand.
- →The AI Meme Studio and AI Grandma ideas are bets on emotional needs that AI is getting better at faster than most observers expect.
Worth Remembering
Greg walking through the AI Tax Guy idea with enough specificity that you could actually build it — the conversation moves from concept to product decision in real time.
Sam and Greg working out the regulatory exposure of the Healthcare Concierge idea and landing on a narrower version that threads the compliance needle.
The AI Grandma segment — partly speculative, partly a real observation about loneliness and connection as underserved markets.
Greg's meta-point about the App Store launch: the right move is not to compete on AI capability but to compete on distribution and community specificity.