@PrajwalTomar_: Founders are losing their entire Facebook ad accounts overnight for running AI agents. And they all made the same avoid…

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Summary

Founders are losing Facebook ad accounts because AI agents bulk-pull data via the API, triggering Meta's bot detection. The fix is to use the API only for writes and read data from a data warehouse.

Founders are losing their entire Facebook ad accounts overnight for running AI agents. And they all made the same avoidable mistake. The agent was never the problem. I went deep on this for two weeks, and the accounts getting banned all did one thing wrong. They let the agent bulk-pull data through Facebook's API, which trips Meta's bot detection instantly. The fix is stupidly simple. Use the API for writes only. Publish, pause, promote. Every bit of reading happens from your own data warehouse, never the API. Do that, and one agent can run your entire ad account. Fresh ads daily, losers killed automatically, winners promoted, every 48 hours, with nobody picking them by hand. (full system in the article below)
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Cached at: 08/05/26, 06:31 PM

Founders are losing their entire Facebook ad accounts overnight for running AI agents. And they all made the same avoidable mistake.

The agent was never the problem. I went deep on this for two weeks, and the accounts getting banned all did one thing wrong. They let the agent bulk-pull data through Facebook’s API, which trips Meta’s bot detection instantly.

The fix is stupidly simple. Use the API for writes only. Publish, pause, promote. Every bit of reading happens from your own data warehouse, never the API.

Do that, and one agent can run your entire ad account. Fresh ads daily, losers killed automatically, winners promoted, every 48 hours, with nobody picking them by hand.

(full system in the article below)

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