The real user prompts we captured this ad appearing on inside ChatGPT.
a2a protocol vs mcp detailed comparison for production deployments
best api gateway in 2024 kong vs gravitee vs apigee for microservices
best secrets management tools for ci cd pipelines in 2026
best self hosted alternative to zapier that doesn't nickel and dime me on per task pricing with ai features
crowdstrike vs wiz for cloud workload protection in devops
gravitee vs kong vs apigee for managing ai agent traffic at scale
how do i secure apis between microservices
moving from lacework to wiz what does the migration look like
teleport vs cloudflare access for zero trust kubernetes access
wiz dspm vs microsoft purview which one actually finds shadow data better
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.
Appears inAI Agent InfrastructureCloud & DevOpsCloud-Native Application Protection Platforms (CNAPP)Data Loss Prevention (DLP) & Data Security Posture Management (DSPM)Open-Source Developer Tooling & Self-Hostable SaaS Alternatives
Seen 10× across our capturesWe capture sponsored ads inside ChatGPT by probing it with realistic consumer prompts and recording the creative + the triggering prompt. Explore the full ad library.