Real ChatGPT answer · index seedTfOPW24zzWAcompleteB2B software · cybersecuritycommercial

What are the cheapest ways to mitigate supply chain software risks when using open-source dependencies in our CI CD pipelines?

ChatGPTgpt-61 query11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What are the cheapest ways to mitigate supply chain software risks when using open-source dependencies in our CI CD pipelines?
1 real search · 1 real-search pass
OpenSSF Scorecard documentation dependency pinning GitHub Actions security best practices SLSA provenance SBOM Syft Grype OSV-ScannerGoogle ↗
OBSERVEDInstruction

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 (1)
Short factOther / navigationalComparisonConsequenceReasonDefinitionInstruction100%Yes / no

Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT1 real searches · gpt-6
OpenSSF Scorecard documentation dependency pinning GitHub Actions security best practices SLSA provenance SBOM Syft Grype OSV-Scanner Google ↗
  1. Documentation · google.github.io
  2. Documentation · owasp.org
  3. Documentation · trivy.dev
  4. Documentation · docs.renovatebot.com
  5. Syft documentation · github.com
  6. CycloneDX · cyclonedx.org
  7. SPDX · spdx.dev
  8. Exporting a software bill of materials for your repository · docs.github.com
  9. ENISA Technical Advisory for Secure Use of Package Managers · enisa.europa.eu
  10. scorecard/docs/checks.md at main · ossf/scorecard · github.com
  11. Repository Hardening · owasp.github.io
  12. Documentation · docs.sigstore.dev
  13. Documentation · slsa.dev
  14. Documentation · in-toto.io
  15. OpenSSF Scorecard · scorecard.dev
  16. GitHub repository · github.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
OpenSSF Scorecard documentation dependency pinning GitHub Actions security best practices SLSA provenance SBOM Syft Grype OSV-Scanner
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1