ViralLoop

Sheel Mohnot@pitdesi

They made facebook accounts for 800+ fake doctors (I had Claude verify, none of them are actually doctors, especially not "Dr. Tuckr Carlzyn MD") to advertise on Facebook. This is extremely illegal, just takes FTC to notice it and it'll be hard for them to advertise on FB

1.6K likes82 repliesPosted Apr 2, 2026

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Viral score

Based on absolute engagement — the platform doesn’t expose follower counts here, so large accounts score higher.

From likes, comments.

Why it worked

Leads with a specific number, which is concrete enough to be worth a second of attention.
Contradicts something the audience already believes, which stops the scroll.
Written from experience rather than as advice, which is harder to argue with.
Short enough to read in full without expanding, which removes a step before the point lands.
Opens on a negative, which reads as a warning and is harder to ignore than a claim.
Quotes someone directly, which makes the moment concrete rather than summarised.

The mechanics

Hook: Leads with a number
Structure: Hook → Landing
Style: Conversational paragraphs at a steady pace.
Tone: personal
Mechanisms: Pattern interrupt
Written for: People building with AI

Analysis by ViralLoop — not written by the original author.

Post by Sheel Mohnot on X