Real ChatGPT answer · index seedp4VS5PoFiFQcompleteB2B software · cybersecuritycommercial

Which software packages are best for mitigating supply chain software risks when working with overseas vendors?

ChatGPTgpt-63 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Which software packages are best for mitigating supply chain software risks when working with overseas vendors?
3 real searches · 1 real-search pass
best software supply chain security tools 2026 SCA SBOM artifact signing vendor risk management SLSA Sigstore GUACGoogle ↗
OBSERVEDComparison
official documentation software supply chain security tools Snyk Mend GitHub Advanced Security Black Duck FOSSA JFrog XrayGoogle ↗
OBSERVEDOther / navigational
NIST secure software development framework third party suppliers SBOM CISA software supply chain guidanceGoogle ↗
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 (3)
Short factOther / navigational33%Comparison33%ConsequenceReasonDefinitionInstruction33%Yes / no

Classes come from the query-classifier (a local Laya model). 2 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT3 real searches · gpt-6
best software supply chain security tools 2026 SCA SBOM artifact signing vendor risk management SLSA Sigstore GUAC Google ↗
official documentation software supply chain security tools Snyk Mend GitHub Advanced Security Black Duck FOSSA JFrog Xray Google ↗
NIST secure software development framework third party suppliers SBOM CISA software supply chain guidance Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
best software supply chain security tools 2026 SCA SBOM artifact signing vendor risk management SLSA Sigstore GUAC
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
official documentation software supply chain security tools Snyk Mend GitHub Advanced Security Black Duck FOSSA JFrog Xray
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
NIST secure software development framework third party suppliers SBOM CISA software supply chain guidance
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1