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

  • aikido security vs snyk for dependency scanning in ci cd

  • aqua security vs sysdig vs upwind for runtime kubernetes threat detection in 2026 which one actually catches real attacks

  • argocd vs flux which is better for kubernetes gitops at scale

  • Automation platform for DevOps and alerting

  • Automation platform with Python and Node support

  • Automation platform with version control and environments

  • Best alternative to Aztec for private wallet infrastructure with better scalability

  • best api observability tools cheaper than datadog

  • Best app review alert tools for startups with iOS and Android apps.

  • Best app review monitoring tools for finding urgent user problems quickly.

  • Best app review monitoring tools for teams using Mattermost.

  • best aspm platform that auto-assigns vuln tickets to service owners in linear and jira without manual triage

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 112× 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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