CodeQL AI visibility score and rankings

Parse Score

61.7

94.7Excellent

How well you compete

50.3Great

How broadly AI mentions you

33.6Average

How often AI cites you

Snapshot as of Mar 13, 2026. Sign up free to see the latest daily data.

Parse Score

61.7

94.7Excellent

How well you compete

50.3Great

How broadly AI mentions you

33.6Average

How often AI cites you

Snapshot as of Mar 13, 2026. Sign up free to see the latest daily data.

Part of Github — scores on this page reflect mentions of CodeQL only.

Brand performance

How CodeQL's AI visibility has changed over time

Brands AI most often recommends alongside CodeQL

Questions people ask AI where CodeQL appears in the last 30 days

Prompt	Prompt visibility
What's a good, developer-friendly static application security testing (SAST) tool for a primarily TypeScript codebase?	16.7
What’s the strongest AI code reviewer for security issues?	16.7
I need a code quality/static analysis tool that integrates directly into GitHub PRs for a Python backend.	16.4

Domains AI cites when recommending CodeQL in the last 30 days

Preview of competitive strength history (coarsened).

Prompt	Prompt visibility
What's a good, developer-friendly static application security testing (SAST) tool for a primarily TypeScript codebase?	16.7
What’s the strongest AI code reviewer for security issues?	16.7
I need a code quality/static analysis tool that integrates directly into GitHub PRs for a Python backend.	16.4

Domain	Citations	Prompts
blog.scottgerring.com Custom static analysis for your apps with CodeQL	1	1
cycode.com Top Enterprise SAST Tools for 2026 \| Cycode	1	1

Domain	Citations	Prompts
blog.scottgerring.com Custom static analysis for your apps with CodeQL	1	1
cycode.com Top Enterprise SAST Tools for 2026 \| Cycode	1	1