GitHub Advanced Security vs Semgrep: which does AI recommend?

Since May 29 · · ChatGPT and Google AI Mode

Based on 334 AI responses that name bothReviewed by

How we measure

AI summary

is the overall direction of the answers, which list it first more often than not when naming both brands. Claims describe it as detecting traditional vulnerabilities and AI anti-patterns, and as combining semantic analysis with AI-assisted reasoning.

Head to head

Listed first when AI names both

GitHub Advanced SecurityGitHub Advanced Security: 34%SemgrepSemgrep: 66% (Semgrep leads)

Recommended when named

GitHub Advanced SecurityGitHub Advanced Security: 94%
SemgrepSemgrep: 95%

Pick GitHub Advanced Security for

  • All-in-one security platform Usually

Pick Semgrep for

  • Developer-first CI/CD security Almost always
  • CI/CD pipeline scanning Almost always

Topic by topic

GitHub Advanced Security named more5Semgrep named more13

GitHub Advanced Security named more

Semgrep named more

Only GitHub Advanced Security is ranked in12

Only Semgrep is ranked in8

What people ask AI about GitHub Advanced Security and Semgrep

GitHub Advanced Security listed firstSemgrep listed first
  1. We need a way to run security scans in our CI/CD pipeline. What is the best developer-first security tool that finds issues early?Semgrep almost always first
  2. What is the best CI/CD pipeline security scanner to integrate into an existing build pipeline for a DevOps engineer?Semgrep almost always first
  3. Which application security platforms combine SAST dependency scanning and secrets detection in one pull-request workflow?Leans Semgrep
  4. What's the best AI-powered tool to find and fix vulnerabilities in our code?GitHub Advanced Security almost always first
  5. which DevSecOps security provider should I use?GitHub Advanced Security usually first
  6. Which SaaS SAST platforms give small teams clear AI-driven remediation guidance and IDE plugins?Semgrep almost always first
  7. Which all-in-one security platform is best for a small dev team to ship safely?GitHub Advanced Security usually first
  8. What is the best SAST (Static Application Security Testing) tool that uses AI to find complex, multi-step vulnerabilities in our code?Semgrep often first

Who AI mentions first

GitHub Advanced Security listed firstSemgrep listed first

is listed first every month.

  1. JunGitHub Advanced Security listed first: 37%Semgrep listed first: 63%
  2. JulGitHub Advanced Security listed first: 39%Semgrep listed first: 61%
  3. AugGitHub Advanced Security listed first: 32%Semgrep listed first: 68%
  4. SepGitHub Advanced Security listed first: 25%Semgrep listed first: 75%

ChatGPT Search and Google AI Mode both lean toward when an answer names both brands; Google AI Mode leans more.

  • ChatGPTGitHub Advanced Security listed first: 36%Semgrep listed first: 64%
  • Google AI ModeGitHub Advanced Security listed first: 30%Semgrep listed first: 70%

Sources AI cites

GitHub Advanced Security favouredNeither favouredSemgrep favoured

Other brands AI mentions

appears in most of these answers; and appear in many.

BrandMentioned in
  1. Snyk72%
  2. CodeQL40%
  3. Checkmarx34%
  4. Snyk Code29%
  5. SonarQube27%
  6. Veracode23%
  7. Checkmarx One22%
  8. Trivy19%
  9. Gitlab15%
  10. Aikido11%
  11. OWASP Zed Attack Proxy (ZAP)11%
  12. GitLab10%

GitHub Advanced Security vs Semgrep: common questions

Is GitHub Advanced Security better than Semgrep?
Semgrep is the overall direction of the answers, which list it first more often than not when naming both brands. Claims describe it as detecting traditional vulnerabilities and AI anti-patterns, and as combining semantic analysis with AI-assisted reasoning.
Do ChatGPT and Google AI Mode recommend GitHub Advanced Security or Semgrep?
ChatGPT Search and Google AI Mode both lean toward Semgrep when an answer names both brands; Google AI Mode leans more.
What are the alternatives to GitHub Advanced Security and Semgrep?
Snyk appears in most of these answers; Checkmarx and Snyk Code appear in many.
When is GitHub Advanced Security the better pick?
AI usually lists GitHub Advanced Security first for: All-in-one security platform.
When is Semgrep the better pick?
AI usually lists Semgrep first for: Developer-first CI/CD security; CI/CD pipeline scanning.

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