How do you manage reputation for a property with negative press history?

A property with a negative press history carries a record that ranks long after the underlying issue is resolved, because old coverage does not expire and AI engines treat it as available source material. The work is to make the present more visible and authoritative than the past. We build current, factual content covering recent improvements – renovations, new management, resolved issues, current performance – so that Google and the AI engines have fresh, accurate material to weight against the stale negative coverage. Entity signals get refreshed so the canonical facts reflect the property as it is now. Where the old coverage is factually wrong rather than merely unflattering, we pursue source-level corrections with the outlets. And we monitor AI engine answers with AIQ™, because a model that still leads with a years-old incident is doing damage the property has already earned its way past, and that is exactly the kind of lag the monitoring catches.