The revenue climbed. I assumed we'd spent our way there. We hadn't. Sales rose on a marketplace and my first instinct was that we'd spent more. We hadn't — the budget was mostly idle. Why structure, not spend, is the real lever in retail media.
Fake testimonials are a liability now. I deleted mine and the rating went down. Invented testimonials are a legal exposure and a conversion problem. I swapped them for real reviews — and lowered an inflated rating to match reality.