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The real user prompts we captured this ad appearing on inside ChatGPT.

  • best firms for data engineering for machine learning pipelines

  • future of research community

Why does this ad win these prompts?

The prompts are the clue. The answer is the audience it is really aimed at, and the context hint quietly placing it here.

Appears inBusiness ConsultingEducation & Learning
Seen 2× across our captures
FloxDev, Inc. ChatGPT ad — Skip the Hand-Written .envrc
Skip the Hand-Written .envrc
FloxDev, Inc. ChatGPT ad — Every Dev Same AI CLI
Every Dev Same AI CLI
FloxDev, Inc. ChatGPT ad — Right AI Tool. Right Repo. Clean.
Right AI Tool. Right Repo. Clean.
FloxDev, Inc. ChatGPT ad — One AI Config Every Machine
One AI Config Every Machine
FloxDev, Inc. ChatGPT ad — AI Apps Without Dep Hell
AI Apps Without Dep Hell
FloxDev, Inc. ChatGPT ad — DeepSeek R1 Stack Committed to Git
DeepSeek R1 Stack Committed to Git

We capture sponsored ads inside ChatGPT by probing it with realistic consumer prompts and recording the creative + the triggering prompt. Explore the full ad library.

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