AI TOOL DEMAND RADAR

Score tool ideas before building another thin page.

Paste seed queries, competitors, constraints and monetization intent. The radar ranks buildable tool ideas by intent clarity, urgency, revenue fit, AI-agent usefulness, novelty and artifact quality, then exports a launch roadmap with proof requirements.

Intent scoreRevenue fitAgent-readableArtifact requirementRoadmap export

Build demand radar

Site or product context

Seed queries or user questions

Competitors or weak alternatives

Primary monetization lane

Build capacity

Quality constraints

Demand radar result

Portfolio score-

Top idea-

Build now-

Risks-

JSON receipt

BOUNDARY

This is a decision tool, not a promise machine.

Not a keyword-volume source, ranking guarantee, revenue guarantee, investment advice, ad approval promise, or substitute for Search Console, GA4, Cloudflare, customer interviews or paid market research. The output is strongest when you paste real GSC queries, Cloudflare/GA4 engagement, customer questions, support tickets, and competitor pages.