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 every Indian creator file the wrong ITR form each year?

Creators with brand deals, AdSense, foreign Stripe payouts, and a Substack royalty stream straddle 44AD, 44ADA, GST, FEMA, and TDS under section 194O. Cleartax handles salaried. CAs charge enterprise rates. Notices follow.

Category: FinTech · Trend: LLM · Opportunity score: 8.0 / 10

What is the “Why does every Indian creator file the wrong ITR form each year?” problem in 2026?

Who has this problem?

Indian creators, freelancers, indie SaaS founders billing in INR and USD; turnover roughly 10 lakh to 2 crore.

Recorded source context

Dataset source note: I got a 143(2) notice because Cleartax filed me under 44ADA, my CA disagreed, and the AO wanted both. I'm a YouTuber, not a tax lawyer.

This note may summarize the referenced material rather than quote it verbatim. Source label: Indian creator and freelancer Twitter threads, ICAI notice trends 2024 to 2026, r/IndiaInvestments tax megathreads..

Existing players in this space

Cleartax: Built for salaried; creator income is a square peg
Quicko: Better for traders, weak on foreign income classification
Boutique CAs: Right answer, wrong price; INR 25K to 1 lakh per year

What existing players are missing

A creator-first ITR copilot: pull AdSense, Stripe, Razorpay, PayPal, brand-deal invoices; classify under the right section with a citation chain; pre-fill ITR-3 and Schedule FA; surface FEMA risks; defend notices in plain language. Priced per filing, not per call.

How Real Problem AI scores this opportunity

Aggregate score: 8.0 / 10. Four-axis rubric:

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

How to build a solution: stack hints

OAuth ingest from AdSense, Stripe, Razorpay, PayPal, Substack
Income-classification engine with citations from the Income Tax Act
Notice-response drafter trained on real CIT(A) and ITAT outcomes
Annual GST and TDS calendar with WhatsApp reminders

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.