The First 90 Days of a Viral SMO Engine

Accounts do not go viral by accident. They go viral by process. Here is the exact 90-day arc we run when we take over a stagnant social presence.

Days 1–14: Autopsy, not calendar

Before a single Reel ships, we pull the last 200 posts, cluster them by format, hook and topic, and find what the audience trained the algorithm to ignore. Most accounts are not under-posting. They are over-posting into a dead format.

Days 15–45: Format stacking

We ship three repeatable formats — not thirty one-off ideas. Each format is a hypothesis with a kill metric. The discipline is brutal: anything below the 75th percentile of the account's own median watch-time dies at the weekly review, no attachments.

Days 46–90: Double down, then systemize

By week eight the data picks the winner. We scale it to daily, build a shoot pipeline that batches 20 assets in one session, and hand the community team a reply playbook. This is the boring machinery behind every 'overnight' 41M-view quarter we have on the board.