The formatting that flags you as spam

The formatting that flags you as spam

Heard (Confirmed signals): all-caps lines, excessive emojis, and "🚨🚨 DON'T SCROLL 🚨🚨" patterns correlate with low-quality classification — the model has seen a million spam posts shaped exactly like that.

The failure mode: copying viral-bait formatting that worked in 2021 and now reads as a spam fingerprint.

The fix:
— Write in normal case; let the idea carry urgency
— Cap emojis at one or two, used as punctuation not decoration
— Skip "comment X for the link" — it's a textbook engagement-bait flag

What it means for your reach: format like spam, get sorted with spam.