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

  • akeless vs doppler vs infisical which one is best for managing api keys

  • best free alternative to hashicorp vault now that it's BSL for a small platform team

  • best open source autonomous coding agent i can self host with ollama or local llms

  • Best way to gate paid services to verified AI agents only

  • best way to manage openai anthropic api keys plus vector db and agent credentials for production llm workloads - should we use a vault or something like akeyless

  • Best way to reuse identity verification across different wallets

  • Best way to verify users are over 18 without collecting birthdays

  • Best zero-knowledge age verification for mobile apps

  • cloverly api integration walkthrough for shopify

  • doppler vs infisical vs external secrets operator for a small kubernetes platform team which one wins

  • how do i evaluate an autonomous coding agent before committing to an annual contract

  • How to implement age verification without storing personal data

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.

Something missing, or want to work together?

Questions about the data, a brand you expected to see, partnerships, or access to the intelligence layer. We read every message.

Contact us →