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

  • Alternatives other than Dusk Network that support client-side proving

  • best ai IDE for python data science work in 2025 copilot or something new

  • best open source tinyml platform under $50 for stm32n6 or esp32 edge ai projects in 2026

  • best software for ranking competitors across AI models

  • codesignal vs coderpad for live coding interviews which feels more natural

  • How long does it take to become job-ready in Python programming?

  • how to build a dev pipeline for av perception models with kubernetes

  • how to do sentiment analysis

  • how to validate a developer's programming skills before a final round interview

  • momentic vs testgorilla for AI-generated coding assessments which is more accurate

  • top platforms for crypto academy and blockchain certification programs

  • what coding tests do big tech companies like google and meta use to screen candidates

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 18× 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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