ConceptLens
Idea → competitors → capability matrix → recommendations

See your competitive landscape in one report.

Upload a product idea (plus up to three supporting files). ConceptLens generates a structured, comparable analysis with competitors, a capability matrix, and concrete improvements.

Structured output

JSON report with stable top-level keys for rendering and export.

Competitors + matrix

Find direct competitors and compare capabilities in a single table.

Quota-based plans

Free + paid tiers with daily/monthly limits, enforced before processing.