Which automated vulnerability scanners for npm packages provide the lowest false-positive rate in CI/CD pipelines?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Which automated vulnerability scanners for npm packages provide the lowest false-positive rate in CI/CD pipelines?
2 real searches · 1 real-search pass
npm dependency vulnerability scanners false positive rate comparison Snyk Socket OSV-Scanner Mend GitHub Dependabot CI/CD 2025Google ↗
OBSERVEDComparison
software composition analysis false positives npm package vulnerability reachability analysis precision scanner comparison 2025Google ↗
OBSERVEDReason
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.
ChatGPT real searches (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
npm dependency vulnerability scanners false positive rate comparison Snyk Socket OSV-Scanner Mend GitHub Dependabot CI/CD 2025 Google ↗
software composition analysis false positives npm package vulnerability reachability analysis precision scanner comparison 2025 Google ↗
- Supply Chain Benchmark White Paper · doyensec.com
- Software Composition Analysis (SCA) · owasp.github.io
- Semgrep · semgrep.dev
- Top 10 Software Composition Analysis (SCA) Tools in 2026 · endorlabs.com
- Endor Labs · endorlabs.com
- 38 Best SCA Tools (2026): Dependency Scanning · appsecsanta.com
- Best open source Software Composition Analysis (SCA) tools: ranked and compared · faun.dev
- Snyk Open Source · snyk.io
- Socket · socket.dev
- OSV-Scanner · google.github.io
- ndss-symposium.org · ndss-symposium.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
npm dependency vulnerability scanners false positive rate comparison Snyk Socket OSV-Scanner Mend GitHub Dependabot CI/CD 2025 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
software composition analysis false positives npm package vulnerability reachability analysis precision scanner comparison 2025 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |