Real ChatGPT answer · index seedHPrVrgH6p6AcompleteB2B software · developer toolscomparison

Which npm vulnerability scanner has lower false positives in a CI pipeline between npm audit and Snyk open source

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Which npm vulnerability scanner has lower false positives in a CI pipeline between npm audit and Snyk open source
2 real searches · 1 real-search pass
npm audit vs Snyk Open Source false positives accuracy reachability analysis npm CI official docsGoogle ↗
OBSERVEDComparison
Snyk Open Source package vulnerability database npm audit advisory database false positives official documentationGoogle ↗
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)
Short factOther / navigationalComparison50%ConsequenceReason50%DefinitionInstructionYes / no

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 audit vs Snyk Open Source false positives accuracy reachability analysis npm CI official docs Google ↗
Snyk Open Source package vulnerability database npm audit advisory database false positives official documentation Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
npm audit vs Snyk Open Source false positives accuracy reachability analysis npm CI official docs
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Snyk Open Source package vulnerability database npm audit advisory database false positives official documentation
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1