Cross-surface concordance
A single read on whether AI engines, social, reviews, search and press are telling the same story about you — or quietly disagreeing.
For PR, comms & brand teams
Your reviews say one thing. Your press says another. And the AI engines? Sometimes they drift away from every other surface at once — and that gap is where reputations break. The Consensus / Divergence layer measures whether the surfaces agree about you, which pair is splitting, and how fast.
A single read on whether AI engines, social, reviews, search and press are telling the same story about you — or quietly disagreeing.
Pairwise co-movement and level concordance show exactly which two surfaces are diverging, so you know whether it is the AI layer, the review layer, or the press that has moved.
A gap trend over your observation history tells you not just that surfaces disagree, but whether the gap is widening, closing, or holding — the AI-engines row answers "are the models decoupling from everything else?"
A widening divergence is recorded as a drift event and can fire an alert — so when AI engines decouple from the record, you know in days, not quarters.