Human-first AI visibility
Winning with AI
by winning with humans.
AI recommendations are downstream of human needs, experiences and evidence. We show which human signals matter, how AI interprets them, whether your digital shelf communicates them, and what needs to change.
Human signals
Which needs, experiences and evidence actually matter to shoppers.
AI interpretation
How AI assistants read those signals and who they recommend.
Digital shelf
Whether your product pages communicate the proof AI looks for.
What to change
A ranked plan of fixes that move you into AI answers.
a product by
Experience SignalCore now
Explore the L'Oréal pilot: real AI answers, human signals and the digital shelf — in one live dashboard.
Let's goPowered by