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The real user prompts we captured this ad appearing on inside ChatGPT.
aikido security vs prismatic which is better for devops pipeline scanning
aikido security vs snyk which is better for devsecops on a budget
apiiro vs arnica vs armorcode for application security posture
best aspm platforms in 2026 that use llms to explain exploit chains and auto-draft fix pull requests
best ASPM tools that auto-route security findings into Jira and GitHub issues
best tools to detect api key leaks in source code
best tools to find shadow apis and undocumented endpoints
cheapest ASPM solution with bi-directional Jira sync and code owner mapping
crowdstrike falcon vs aikido vs grip security for api posture management
defectdojo vs snyk or veracode for appsec on a small budget
gravitee vs kong for API security and compliance
greptile vs wiz for appsec remediation routing in developer workflows
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 Coding Assistants & Developer AIApplication Security Posture ManagementCareer & JobsCloud & DevOps
Seen 21× 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.