Monitor
Ask the questions a buyer would ask and preserve every answer with its source, date, model, and citation state.
AI reputation management
KoreLens re-asks customer-intent questions, stores the exact AI answer, detects reputation drift, and helps you publish verified corrections on properties you control. The product never posts on your behalf or promises a model will change its answer; it proves the data layer, correction, and later answer movement.
Readiness and proof, not guaranteed placement. Platform approval and ranking decisions stay with each platform.
Illustration with a fictional business — not a live model answer. KoreLens drafts responses only from facts you’ve verified, publishes nothing without your approval, and records the before/after. A changed answer after your fix is evidence of correlation, not a promise of causation.
Word-for-word AI answer history
Evidence-gated correction drafts
Stance movement after verified interventions
Human approval before anything is published
Operating layer
Ask the questions a buyer would ask and preserve every answer with its source, date, model, and citation state.
Draft corrections only from verified facts, then require the owner to approve and publish on their own site.
Compare before/after answers so reputation work becomes an evidence trail, not a vague activity report.
Why it compounds
The moat is the history: which claims drifted, which corrections were published, which sources were cited, and which answer stances changed over time.