The 21 Pillars of Market Intelligence

Validates the pain is real, severe, and frequent — using organic evidence from competitor reviews and community discussions.

Defines who feels the pain most acutely, how many of them exist, and whether they are reachable through specific channels.

Maps who competes for the same job-to-be-done, how strong they are, and where they fail — including shutdowns and pivots.

Confirms the segment will pay money to solve the pain — with validated price range and segment-level WTP signals.

Quantifies how crowded the market is, calculates TAM and SAM, and identifies the whitespace where a new entrant can win.

Determines whether now is the right moment to launch — technology readiness, customer awareness, funding activity, and competitive window.

Evaluates how directly the proposed solution eliminates the top validated pains and how fast users feel the benefit.

Evaluates what structural advantage prevents a funded competitor from copying this product and winning the market.

Determines whether this team can build a working MVP at realistic cost and timeline — without underestimating the hardest technical problem.

Validates the monetization structure against how the segment actually buys — price, model type, and margin health.

Calculates per-customer economics — LTV, CAC, payback period — and determines if the business math works at scale.

Evaluates whether the operational model grows sub-linearly with revenue or hits a ceiling that limits total potential.

Evaluates whether this founding team has the domain expertise, unfair advantages, and execution capability the opportunity requires.

Identifies any legal or regulatory blocker that must be resolved before launch — and estimates compliance cost relative to runway.

Aggregates the operational, financial, and team risks that could derail the business independent of market conditions.