<b>The personalization that stops working at scale</b>

<b>The personalization that stops working at scale</b>

Popular advice: "Mention something specific from their recent content and replies pour in."

Myth. Citing their last reel was a tell five years ago — now it screams scraper. Every tool auto-pulls a recent post and stitches it into line one, so creators have learned that "loved your video on X" is the opening move of a pitch, not a fan. The compliment doesn't prove you watched; it proves you have software. Real personalization references a <i>decision</i> they made, not content they published — why they pivoted, what they stopped doing. That you can't scrape.