The pattern is consistent: a spike on social, a sentiment turn in reviews, then — 24 to 72 hours later — press, search, and finally the AI engines absorb it. Entidex watches every surface hourly and alerts on drift, divergence and proximity events the moment one surface breaks formation. And when the AI layer has absorbed something false, the correction channel is already built.
Social moves first. Entidex reads the live conversation as a leading indicator, so you see a turn building before it reaches press, search and the AI engines.
Crisis and divergence alerts run on an hourly sweep that is deliberately exempt from budget throttling — the moment a surface breaks formation, you hear about it.
Not just volume spikes: a sentiment turn, surfaces decoupling from each other, or a competitor moving into your narrative space are each treated as signal.
When the AI layer has absorbed something false, publish the corrected record through the Knowledge Statement and correction channel — the remediation step no monitoring vendor offers.
Comment anomaly flags + complaint-share heuristic, 24–72h ahead of press. Live example on the entity YouTube Intel page.
Truth Gap surfaces claims propagating without authority corroboration — the three-way ladder (Authority ↔ LLMs ↔ Social) with coded verdicts. Live example.
When a false claim reaches Google AI Overviews or Google AI Mode, the answer is recorded with every citation it leans on — timestamped evidence of what was said, when, and on whose authority.
Reputation events follow a consistent path: a spike on social, then a sentiment turn in reviews, then — a day to three days later — press, search and finally the AI engines. Reading the live social conversation as a leading indicator gives you that window to act before the story hardens across surfaces.
No. Crisis and divergence alerts run on an hourly sweep that is deliberately exempt from budget throttling, so the moment a surface breaks formation you hear about it regardless of the monitoring budget.
Yes — and that is the step monitoring vendors skip. Publish the corrected record through the Knowledge Statement and submit it through the correction channel, so the AI layer has a signed, machine-readable source to reconcile against.
See pricing for hourly, never-throttled alerting, or run a free scan to baseline your entity across every surface.
All signals are observational, not definitive. Entidex observes — never manipulates.