ViralLoop

We raised $11M from Keith Rabois at Khosla and Felicis to make MCP work at scale. MCP is everywhere, but it's MESSY. No security. No auth layer. No visibility. No control. We built Runlayer to enable AI.

693 likes95 repliesPosted Nov 17, 2025

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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.
Uses concrete numbers instead of vague claims, which makes it credible and quotable.
Follows a clear Hook → Context → Landing shape, so the reader always knows where they are.
Ends on a short line that is easy to quote and repeat.
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.

The mechanics

Hook: Leads with a number
Structure: Hook → Context → Landing
Style: Conversational paragraphs at a steady pace.
Tone: concrete, punchy, corporate
Mechanisms: Specificity
Written for: People building with AI

Analysis by ViralLoop — not written by the original author.

Topics

AI Founder

Post by Andy Berman on X