
Sentiment Matters: Why AI Mentions Aren't Enough for Founders
AI mentions don’t always mean endorsement. Learn how UK founders can track sentiment, spot negative framing and turn AI visibility into conversions.
Jul 30, 2026
Read →The roost
What we learn watching AI answer questions about businesses like yours — who gets named, who gets cited, and what actually moves the needle when the answer isn’t you.