1M+
Indian Personas
Test your idea against real demographic profiles spanning every Indian state, occupation, and age group.
100+
Top Matches
Our engine identifies the most relevant individual personas for your specific idea and target audience.
<3s
Instant Match
Semantic search + vector filtering finds your target audience from a million profiles in under 3 seconds.
From idea to audience insights in 3 steps.
Describe what you're building, your industry, business model, and who it's for. No pitch deck needed.
Our engine searches 1M+ personas using semantic AI — matching your idea against real demographic profiles from across India.
Drill into matched personas and run resonance tests. Understand friction points and drivers for individual demographic markers.
Why This Exists
Don't build for an imaginary user. Test your concept against real demographic personas before writing a single line of code.