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 do my brand deals live in six spreadsheets where finance can't find my invoice?

Creators juggling several sponsorships lose the thread across tabs, email, and DMs, so deliverables, approvals, and payments fall out of sync and invoices go missing.

Category: Marketing, Sales & CRM · Trend: Agents · Opportunity score: 6.3 / 10

What is the “Why do my brand deals live in six spreadsheets where finance can't find my invoice?” problem in 2026?

Creators juggling several sponsorships lose the thread across tabs, email, and DMs, so deliverables, approvals, and payments fall out of sync and invoices go missing.

Who has this problem?

Content creators and small creator teams running multiple brand deals.

Evidence this problem is real

“Most payment problems are coordination problems: the creator has submitted an invoice but the account manager can't find it, and the contract says one thing while the email thread says another.”

Sourced from Rella, 'How to Organize Brand Deals as a Content Creator' (2026 creator-ops guide). (link)

Existing players in this space

Rella / CreatorsJet: Trackers exist, still lots of manual data entry
Notion and spreadsheets: Break past 3 to 5 simultaneous deals
Influencer platforms (Upfluence): Built for brands, not the individual creator

What existing players are missing

An agent that reads the brand's emails and contract, auto-builds the deliverable checklist and deadlines, tracks approvals and content going live, and fires the invoice and payment follow-up so nothing slips.

How Real Problem AI scores this opportunity

Aggregate score: 6.3 / 10. Four-axis rubric:

Problem severity: 6 / 10
AI feasibility today: 7 / 10
Market signal: 7 / 10
Competition gap: 5 / 10

How to build a solution: stack hints

Email and contract parsing
Deliverable and deadline tracker
Approval and go-live monitoring
Invoice and payment follow-up

Why this problem is archived

Trimmed to 100-cap (lowest opportunity_score)