Questions, answered with evidence.
Everything you need to know about how AI Product Opportunity discovers, scores and ranks product opportunities.
What is AI Product Opportunity?
An evidence-backed AI product-idea engine. We maintain rolling top-100 leaderboards of product opportunities across more than 40 business domains. Every opportunity is discovered from real market signals, backed by citations you can open, and scored on productizability and revenue potential — never on popularity.
How does scoring work?
One formula, applied to every opportunity. Each idea is scored on four pillars — Demand (30%), Monetization (30%), Buildability (20%) and Openness (20%). Each pillar is the average of three dimensions scored 0–10 with cited evidence, and dimensions without verified evidence have their score capped. Popularity metrics never enter the formula: GitHub stars, for example, are only used as a provenance filter during discovery, not as a quality signal.
How often do the leaderboards update?
Continuously, on a rolling basis. Each discovery run sweeps the sources again, re-scores what it finds, and re-ranks the leaderboards. Nothing is ever deleted: ideas that fall off a leaderboard are archived and re-compete if the evidence resurfaces, and score history is kept as an append-only record.
What's free and what's paid?
The Free plan lets you follow a couple of domains and browse their leaderboards up to a score ceiling — and, while online payments are being set up, the Free plan sees the full analysis on each visible opportunity (market and competitive analysis, technical feasibility, business viability, the complete scoring breakdown and a build roadmap), with its score ceiling temporarily boosted from 30 to 35 until July 22, 2026. Paid plans (Personal and Pro) raise or remove the score ceiling and let you follow more domains. Personal opens every domain's full top-100 board for ideas scored up to 70; Pro removes the score ceiling and adds deep-research reports and AI-ready MVP build prompts. Current limits and prices are on the Pricing page.
Do I need a credit card to start?
No. The Free plan needs no credit card — create an account and you can browse evidence-backed opportunities in minutes.
Can I submit my own idea?
Yes. Once signed in, use the My Ideas page to submit an idea. It is first checked against the existing leaderboards for duplicates; if it's new, it goes through the same AI evaluation pipeline and scoring formula as every discovered opportunity, and you can track its status from My Ideas throughout.
Which currency will I be billed in?
Billing is region-aware: customers in India are billed in INR, everywhere else in USD. The Pricing page shows the prices that apply to you.
How do I get in touch?
Email support@aiproductopportunity.com, or use the contact form once you're signed in.
Still curious? See it live.
Free to start — no credit card required.