What are the best application security testing tools for a twenty person software startup that need to integrate directly into GitHub?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the best application security testing tools for a twenty person software startup that need to integrate directly into GitHub?
2 real searches · 1 real-search pass
application security testing platforms GitHub integration pricing startup Semgrep Snyk Aikido GitHub Advanced Security 2026Google ↗
OBSERVED
best application security testing tools GitHub integration GitHub Actions pull request scanning SAST SCA secret scanning 2026 Semgrep Snyk GitHub Advanced Security Aikido Security BearerGoogle ↗
OBSERVED
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
Classifying 2 queries…
Searches and sources
ChatGPT2 real searches · gpt-6
application security testing platforms GitHub integration pricing startup Semgrep Snyk Aikido GitHub Advanced Security 2026 Google ↗
best application security testing tools GitHub integration GitHub Actions pull request scanning SAST SCA secret scanning 2026 Semgrep Snyk GitHub Advanced Security Aikido Security Bearer Google ↗
- Aikido Security · aikido.dev
- Semgrep · semgrep.dev
- Snyk · snyk.io
- Sonar · sonarsource.com
- GitHub security features · github.com
- Gitleaks · github.com
- OWASP ZAP · zaproxy.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
application security testing platforms GitHub integration pricing startup Semgrep Snyk Aikido GitHub Advanced Security 2026 OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
best application security testing tools GitHub integration GitHub Actions pull request scanning SAST SCA secret scanning 2026 Semgrep Snyk GitHub Advanced Security Aikido Security Bearer OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |