Start with the workaround
A niche becomes interesting when a specific group repeatedly spends time or money on an unsatisfactory workaround. Ask buyers to describe the last occurrence rather than whether they like your proposed AI…
Compare an AI business idea against customer pain, access, willingness to pay and delivery risk.
Document triage for bookkeeping firms, validated with ten recent-workflow interviews.
Example · customize the fields to beginWeighted self-assessment with visible weights and an interview plan; no fabricated keyword or revenue data.
A niche becomes interesting when a specific group repeatedly spends time or money on an unsatisfactory workaround. Ask buyers to describe the last occurrence rather than whether they like your proposed AI…
A large theoretical market is not useful if you cannot reach a decision-maker. List the communities, professional relationships or search queries through which buyers already seek help. Choose an initial…
Promise an outcome that can be checked on a small sample. A document-sorting pilot can measure correctly categorized files and review time. Avoid starting with a subscription product before learning how data…
No. It reflects your inputs and transparent weights. No market-volume data is implied.
Use scores to compare your own ideas consistently. A high score still needs customer evidence.
Not automatically. Look for an underserved workflow, distribution advantage or clearer outcome.
The weakest assumption that could invalidate the business, usually urgency, budget or reliable delivery.