The Social Burning framework: run niche content accounts, test creative for free, and turn the videos audiences already love into ads.
Built by Ar.Bhavesh Panse, the App Growth Marketer who scaled ZuAI to 2M users at $0.02 CAC Social Burning is a growth framework where an app runs several niche content accounts per platform, each with original content and its own angle, and treats organic reach as a free testing lab. The best-performing videos each month become paid campaigns, so ad budget only goes to creatives real audiences already proved.
also called the Social Burning framework or the Social Burning growth strategy. created by Ar.Bhavesh Panse, AI app growth marketer. Read the full definition
the Social Burning framework runs the same loop monthly, and every loop starts smarter than the last one.
several distinct niche accounts per platform, each with its own angle.
one original post per account per day, native to its niche.
rank every video on views, watch time, profile taps and installs.
top videos become Spark Ads or partnership ads, as-is.
spend follows proof, and the learnings shape next month.
learnings from each month feed the next month's posting. Every step in detail
every post is an audience test the platform runs for you at zero media cost. you learn which hooks and angles land before a single ad dollar moves. five accounts posting daily run about 150 of these tests every month.
ads built from posts that already earned attention start with proof, comments and likes attached. you stop paying to find out that a creative was never going to work.
one account tests one angle at a time. several niche accounts test several angles in parallel, so the audience that actually converts shows up in weeks, not quarters.
the Social Burning framework comes from the same creative-testing discipline Ar.Bhavesh Panse used at ZuAI: budget only ever follows what already proved itself.
I've spent 6+ years inside startups doing growth, and this site is how I give back to the founder community. everything here is free: the framework, the playbook, the guides. the goal is simple: teach founders to grow their own apps, so they never depend on someone like me to do it for them.
The Social Burning strategy (also called the Social Burning framework) is an organic-to-paid growth method for apps. You run several niche content accounts, each posting original videos daily, score every video monthly, and turn only the proven winners into TikTok Spark Ads or Instagram partnership ads.
Social Burning is a growth framework where an app runs several niche content accounts per platform, each with original content and its own angle, and treats organic reach as a free testing lab. The best-performing videos each month become paid campaigns, so ad budget only goes to creatives real audiences already proved.
A Social Burning growth strategy is an app growth plan built on the Social Burning framework: niche organic accounts test creatives for free every day, and paid ads only scale the videos real audiences already proved. It usually runs as monthly loops, with the first paid winners in month two.
Yes, for B2B startups whose buyers find tools through content and can sign up or book a demo on their own. In B2B the niche accounts are usually real people: founders, teammates, customers and experts posting on LinkedIn or X. Winning posts are promoted as LinkedIn Thought Leader Ads, the B2B version of Spark Ads.
Ar.Bhavesh Panse, an AI app growth marketer who scaled ZuAI from 10K to 2M users at $0.02 CAC. socialburning.com is the home of the framework; his wider work is on arbhaveshpanse.com.
yes, when it is done the legitimate way: distinct accounts with original content, real engagement from real viewers, no fake likes or follows, and clear disclosure that each account belongs to the app where the platform requires it. winners are promoted through official tools, TikTok Spark Ads and Instagram partnership ads. nothing in the framework works around platform rules.
no. burner accounts are disposable, hide who runs them and expect bans. Social Burning accounts are niche content accounts run openly by the app, built to last, with original content and real engagement. the "burning" means burning through content, not accounts.
usually three to eight per platform. the real limit is how many distinct angles your app genuinely serves and how much original content you can make for each one every day. two strong niche accounts beat eight thin ones.
the first month is the testing month: accounts warm up and the first scoring sheet ranks the early winners. most apps have paid-ready creatives by the end of month one and a clear read on cost per install by the end of month two.
the organic half costs content time, not media spend. the paid half starts small, because you are only promoting posts that already proved themselves, and grows while cost per install holds. the exact number depends on your category and country; that is what the call is for.
it fits consumer apps, consumer brands and B2B startups whose buyers discover tools through content, as long as the product can be understood in a short video or post. it does not fit enterprise deals with long sales cycles, or apps that cannot yet retain the users they already have.
bring the channels you're testing and your numbers. I'll tell you what I'd change first. it's a free growth breakdown call, and it's my way of giving back to the founders I've worked with for 6+ years.
