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

  • how to monitor redis and mysql performance with datadog

  • how to track llm api costs per token when using openai and self-hosted models

  • postgres connections keep getting exhausted under load should i use pgbouncer or a managed pooler like neon

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.

Seen 3× across our captures

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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