PLATFORM / TRUTH MONITOR
When AI Gets Your Brand Wrong, Be the First to Know
Truth Monitor audits every sentence answer engines produce about your brand at the level of individual facts: a wrong price, an outdated feature list, a confused product name, an incorrect return policy. When a drift is detected it traces the source, opens the correction as a Workflow Agent task and tracks the fix until it lands back in the answer.
What Is Truth Monitor?
Truth Monitor audits every sentence answer engines produce about your brand at the level of individual facts: a wrong price, an outdated feature list, a confused product name, an incorrect return policy. When a drift is detected it traces the source, opens the correction as a Workflow Agent task and tracks the fix until it lands back in the answer.
Distribution of drifts detected across enterprise customers in the first 90 days. Sample: 38 brands.
The Four Most Common Drifts and What They Cost
- Outdated price: %34 — An expired campaign page — Trust lost at the moment of purchase
- Wrong feature: %27 — Old version docs — Users arriving with wrong expectations
- Brand confusion: %22 — A similarly named rival — Citations leaking to the rival
- Wrong policy: %17 — A third-party review site — Support load and refund disputes
A Wrong Answer Costs More Than No Answer
- The Only Impression in a Zero-click Era: When users decide without visiting your site, the sentence AI produces is your only storefront. If it is wrong, you never get the chance to correct it.
- Evidence for Legal and Compliance: Every drift is archived with screenshot, model, date and source. In regulated industries it goes straight into the audit file.
- A Category First: Fact monitoring is a new layer for the category; measurement tools report the drift, Truth Monitor delivers the fix and confirms it.
From Claim to Correction in Four Steps
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