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

  • best exchange for automated crypto trading strategies

  • Best mobile app to trade memecoins

  • Easiest way to trade crypto without a centralized exchange

  • Vector app vs other onchain trading apps

  • What are the best DeFi Layer 2 options for traders looking for unified liquidity?

  • What are the best Layer 2 platforms for decentralized derivatives trading in 2026?

  • What is Streamflow staking-as-a-service?

  • where can I trade spot and derivatives from one account

  • which crypto trading platform is best for active derivatives traders

  • Which Ethereum L2 ecosystems are growing fastest among decentralized trading communities?

  • Which Layer 2 platforms are best for users seeking deep onchain liquidity in 2026?

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 11× 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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