What is Real Problem AI?

Real Problem AI is a curated directory of 100 real problems worth building an AI startup around. Each problem is scored honestly on severity, AI feasibility, market signal, and competition gap. We're for builders looking for what to build, not for ethics debates about AI.

What is the difference between Real Problem AI and AI ethics or AI risks indexes?

Real Problem AI catalogues problems AI can solve — productive, commercial opportunities for builders. AI ethics indexes catalogue problems with AI itself (bias, environmental cost, copyright, consciousness). Different intent, different audience: founders and indie hackers vs researchers and policy folks.

What should I build with AI in 2026?

Look for problems with high severity (it costs people hours, sleep, or revenue every week), high AI feasibility (LLMs, vision or voice are great at this today), strong market signal (Reddit threads + willingness to pay), and a clear competition gap (incumbents miss the same obvious thing). Real Problem AI scores 100 such problems for you on those four axes.

Where do Real Problem AI's startup ideas come from?

From three sources, scanned each cycle: 1) Reddit threads where people describe a real friction in their own words, 2) podcasts and talks of founders young builders trust (Nikhil Kamath, Aman Gupta, Ankur Warikoo, Raj Shamani, Andrej Karpathy, Greg Isenberg), and 3) a continuous 1,000+ source scan covering forums, app store reviews, regulator filings, and field interviews.

Is Real Problem AI free?

Yes. Browsing every problem, opening every score breakdown, raising your hand on a co-founder match, and the founder vault are all free. There is no paywall.

How is each problem scored?

Four axes, each 1-10, weighted: Problem Severity (30%), AI Feasibility (25%), Market Signal (25%), Competition Gap (20%). Weighted average is the Opportunity Score on each card. Only problems clearing 7.0+ make the live list.

Why does cancelling a gym in 2026 still require a certified letter?

Gyms, cable providers, and clubs bury cancellation behind in-person visits, certified mail, or a retention agent you cannot skip.

Category: Others · Trend: Agents · Opportunity score: 7.3 / 10

What is the “Why does cancelling a gym in 2026 still require a certified letter?” problem in 2026?

Gyms, cable providers, and clubs bury cancellation behind in-person visits, certified mail, or a retention agent you cannot skip.

Who has this problem?

Anyone who joined a gym, cable provider, or club and moved on.

Recorded source context

Dataset source note: Planet Fitness told me I had to mail a certified letter. I moved states eight months ago.

This note may summarize the referenced material rather than quote it verbatim. Source label: r/personalfinance, r/Frugal, FTC complaint filings..

Existing players in this space

Rocket Money
DoNotPay

What existing players are missing

A standing-order agent that flags a recurring charge you tagged, cancels the next renewal through the correct channel (certified mail, web form, phone), and hands you proof-of-cancellation as a PDF. Current tools are partial and often hand off to humans.

How Real Problem AI scores this opportunity

Aggregate score: 7.3 / 10. Four-axis rubric:

Problem severity: 6 / 10
AI feasibility today: 8 / 10
Market signal: 9 / 10
Competition gap: 6 / 10

How to build a solution: stack hints

Plaid feed for recurring-charge detection
Lob API for certified mail with tracking
Voice agent for IVR cancellations that survive retention scripts
Audit log with recording, letter PDF, and bank confirmation

Why this problem is archived

Saturated category, promoted entries from CreatorScout vault take its slot