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

  • best multimodal ai moderation api for video csam and deepfake detection in 2025

  • Best private blockchain for interbank settlement experiments with privacy and auditability

  • Does Streamflow let me revoke a vesting plan?

  • how do i do sim to real for dexterous manipulation using nvidia isaac lab and a shadow robot hand

  • how do we document bias and fairness controls to satisfy both NIST AI RMF and EU AI Act Article 10 at the same time

  • how to scale research repository management

  • insight community platform security requirements

  • Institutional trading where strategy leakage is the main concern — chain options

  • Is Liquid self-custodial?

  • NeMo Guardrails vs Lakera Guard which is better for production

  • pros and cons of closed-loop feedback

  • Which blockchain is best for tokenized securities issuance, broker-dealers, with audit-ready logs, using selective disclosure and auditability

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 13× 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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