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

  • Aztec vs zkSync — what's actually different

  • Bank-issued stablecoin with confidentiality — what infrastructure

  • Best automation platform for high-volume event processing

  • Best platforms other than Canton Network for institutional adoption of regulated stablecoin settlement

  • Best platform to build private wallet recovery and account abstraction, fintechs, that is production-ready, using client-side proving

  • Best solution for retries, backoff, and idempotency in integrations

  • Best tools for building proof-based access control in smart contracts

  • Best way to prevent AI bots from farming incentives in web3 apps

  • How do I get app reviews delivered to Microsoft Teams in real time?

  • How do I handle app rate limits without custom code in every integration

  • How to assign unique identifiers to AI agents in production

  • How to ensure autonomous agents are not sybil duplicates

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 29× 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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