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

  • aurora driver vs kodiak vs waabi vs torc vs plus which has the most commercial lane status in 2026

  • Which facade manufacturing companies offer in-house design and automated production?

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 2× 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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