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 bootstrapped founders have no place to build in public after X became paid-blue-check-only?

Pieter-Levels-style "build in public" depended on free reach on X. Post-2025 algorithm shift hard-caps unverified accounts; indie hackers paying $8/month for Blue still see 1-3% of the impressions they got in 2022. LinkedIn rewards corporate content; Threads has no graph; Bluesky doesn't move SaaS revenue. Nowhere to post the daily MRR chart.

Category: Marketing & Growth · Trend: LLM · Opportunity score: 8.1 / 10

What is the “Why do bootstrapped founders have no place to build in public after X became paid-blue-check-only?” problem in 2026?

Who has this problem?

Solo founders, indie hackers, micro-SaaS operators ($0-$50K MRR) whose 2020-2024 growth playbook depended on free organic reach on X.

Evidence this problem is real

“Made the same MRR-update tweet in 2023 → 80K views. Same tweet in May 2026 → 1.2K views. Blue check, same followers, same content. The reach is just gone.”

Sourced from Indie Hackers May 2026 community threads, r/SaaS, levels.io public posts on European-competitiveness initiative, Pieter Levels build-in-public commentary. (link)

Existing players in this space

X (Twitter) Blue — Paid; reach still suppressed for build-in-public
Indie Hackers community — High-intent but dead-feeling product; weekly active < 2024
LinkedIn — Corporate tone; algorithm hostile to MRR screenshots
Bluesky / Threads — No buying-intent audience for SaaS

What existing players are missing

A purpose-built build-in-public network for founders: chronological feed, MRR-shaped data primitives (revenue chart, churn graph, signups timeline as first-class posts), trust-graph based on verified Stripe revenue (not follower count). Discovery by stage + niche + revenue band, not by engagement.

How Real Problem AI scores this opportunity

Aggregate score: 8.1 / 10. Four-axis rubric:

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

How to build a solution: stack hints

Stripe / Lemon Squeezy / Paddle revenue attestation
Chronological feed (no algorithm)
Native MRR / churn / signup chart embeds
Niche-and-stage routing instead of follower graph