Social Burning examples. Real ones live on calls.
most Social Burning framework results sit under client NDAs. here is how one loop plays out, and how to see the real accounts.
One loop, walked through
illustrative, not client data. picture a consumer AI study app starting the Social Burning framework on TikTok.
Month one: accounts and posting
the app picks five angles it genuinely serves: exam-week stress, one account per two core subjects, study-with-me sessions, and a founder account. each account is clearly linked to the app and posts one original video a day. five accounts over thirty days is 150 organic creative tests, with zero media spend.
End of month one: scoring
every one of the 150 videos goes on the scoring sheet: reach, average watch time, completion, profile taps, link clicks and attributed installs. most videos flop, and that is fine. the sheet ranks a small group of clear winners, usually the top few percent.
Month two: winners become ads
the winners run as Spark Ads from the original posts, with their likes and comments attached. spend scales on the ones where cost per install holds, and gets cut on the ones where it doesn't. meanwhile the five accounts keep posting, now leaning into the hooks and angles that won.
What changes by month three
the paid account stops paying to discover creative. every ad dollar goes to a video real viewers already chose, and next month's winners are already being tested in organic.
The public proof
the Social Burning framework comes from the same creative-testing discipline Ar.Bhavesh Panse used to take ZuAI from 10K to 2M users at $0.02 CAC. that story is public: read it on arbhaveshpanse.com.
Why the rest is on calls
client accounts, handles, CPI before and after, and the actual winning videos are covered by NDAs. on a call they can be shown on screen, which a public page can't do. that is the whole reason the call exists.