Real ChatGPT answer · index seedrqQ0iQPHUZ8completeB2B software · cybersecurityhowto

How can our dev team spot malicious packages early to mitigate supply chain software risks before deployment

ChatGPTgpt-64 queries10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How can our dev team spot malicious packages early to mitigate supply chain software risks before deployment
4 real searches · 1 real-search pass
OpenSSF Scorecard package security dependency analysis official documentation malicious packagesGoogle ↗
OBSERVEDReason
Socket package security malicious dependency detection official docsGoogle ↗
OBSERVEDOther / navigational
Google osv-scanner official documentation dependency scanningGoogle ↗
OBSERVEDOther / navigational
Sigstore cosign attestations software supply chain official documentationGoogle ↗
OBSERVEDOther / navigational

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 (4)
Short factOther / navigational75%ComparisonConsequenceReason25%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 4 of 4 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT4 real searches · gpt-6
OpenSSF Scorecard package security dependency analysis official documentation malicious packages Google ↗
Socket package security malicious dependency detection official docs Google ↗
Google osv-scanner official documentation dependency scanning Google ↗
Sigstore cosign attestations software supply chain official documentation Google ↗
  1. Socket FAQ · docs.socket.dev
  2. Guide to Socket for GitHub · docs.socket.dev
  3. Dependabot malware alerts · docs.github.com
  4. OpenSSF Scorecard · scorecard.dev
  5. Usage · google.github.io
  6. Overview · docs.sigstore.dev
  7. Socket – Malicious package detection · socket.dev
  8. OSV-Scanner · github.com
  9. GitHub security documentation · docs.github.com

Queries

4 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
OpenSSF Scorecard package security dependency analysis official documentation malicious packages
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Socket package security malicious dependency detection official docs
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Google osv-scanner official documentation dependency scanning
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Sigstore cosign attestations software supply chain official documentation
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1