Real ChatGPT answer · index seedmHABZYMAzG8completeB2B software · cybersecurityinformational

What immediate tools can we use for mitigating supply chain software risks involving compromised open-source libraries?

ChatGPTgpt-62 queries10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What immediate tools can we use for mitigating supply chain software risks involving compromised open-source libraries?
2 real searches · 1 real-search pass
official documentation open source software supply chain security tools dependency scanning SBOM provenance Sigstore SLSA OWASP Dependency-Track Socket OSV-ScannerGoogle ↗
OBSERVEDOther / navigational
CISA software supply chain security SBOM incident response compromised package guidance officialGoogle ↗
OBSERVEDConsequence

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 / navigational50%ComparisonConsequence50%ReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 1 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
official documentation open source software supply chain security tools dependency scanning SBOM provenance Sigstore SLSA OWASP Dependency-Track Socket OSV-Scanner Google ↗
CISA software supply chain security SBOM incident response compromised package guidance official Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
official documentation open source software supply chain security tools dependency scanning SBOM provenance Sigstore SLSA OWASP Dependency-Track Socket OSV-Scanner
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
CISA software supply chain security SBOM incident response compromised package guidance official
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1