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 is my car's "service due" light a black box that costs me $400 either way?

Dealer service advisors upsell every visit ("brake fluid flush, $189") with no easy way to know what your manual actually requires at this mileage.

Category: Automotive & Mobility · Trend: LLM · Opportunity score: 8.2 / 10

What is the “Why is my car's "service due" light a black box that costs me $400 either way?” problem in 2026?

Dealer service advisors upsell every visit ("brake fluid flush, $189") with no easy way to know what your manual actually requires at this mileage.

Who has this problem?

Anyone whose car is past warranty but still under 100k miles.

Recorded source context

Dataset source note: Took the Honda in for an oil change. Service writer handed me a $1,640 'recommended services' list. Manual says half of those aren't due for 30k more miles.

This note may summarize the referenced material rather than quote it verbatim. Source label: r/MechanicAdvice, r/AskMechanics, r/cars..

Existing players in this space

CarFax Car Care
MyCarfax
MaintainMyRide
OEM apps (FordPass
MyChevy)

What existing players are missing

Snap a photo of the dealer's recommended-services sheet; it cross-references your VIN's official maintenance schedule, climate, driving style, and service history to flag exactly which line items are real, which are early, and which are pure padding.

How Real Problem AI scores this opportunity

Aggregate score: 8.2 / 10. Four-axis rubric:

Problem severity: 7 / 10
AI feasibility today: 9 / 10
Market signal: 8 / 10
Competition gap: 8 / 10

How to build a solution: stack hints

VIN + OEM maintenance schedule DB
OCR for dealer service sheets
LLM line-item classifier (required / optional / upsell)
Regional fair-price benchmark

Why this problem is archived

Swapped out in AI-tool-builder content refresh (2026-08-26): generic vertical problem replaced by a more current, builder-relevant one.