Blackbird.AI ChatGPT ad — Identify Coordinated Social Manipulation in Bot Management & Application Fraud Prevention

Identify Coordinated Social Manipulation

Detect narrative threats, bots, fake accounts, and coordinated manipulation in real time.

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

  • best fraud decisioning platform for a mid-size ecommerce site that needs to stop promo abuse and account takeover in 2026

  • how to detect rug pulls and honey pots with on-chain analytics before trading

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.

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.

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