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We showed 8 real Facebook ads to 120 simulated buyers. It ranked them backwards, and still found the leak.

This story is from 2026-10-25. It is preserved in the archive; the latest stories are on the live feed.

Simulation tools love to show the run where they were right. This is a run where one was wrong, and why it was still worth doing. The setup csca.ai sells prep for the CSCA exam (the test for studying in China) to students and parents in South and Southeast Asia. They ran 11 Facebook ads for a free…

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  1. 2026-10-25 04:34 · DEV Community — AI
    We showed 8 real Facebook ads to 120 simulated buyers. It ranked them backwards, and still found the leak.

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