Real ChatGPT answer · index seednCY84GgDiuocompleteB2B software · cybersecuritycommercial

What are the top rated software options for mitigating third party software supply chain risks in financial tech startups.

ChatGPTgpt-64 queries10/31/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What are the top rated software options for mitigating third party software supply chain risks in financial tech startups.
4 real searches · 1 real-search pass
top software supply chain security tools 2026 SCA SBOM dependency scanning vendor comparisonGoogle ↗
OBSERVEDComparison
G2 software composition analysis tools ratings Snyk Mend GitLab Black Duck 2026Google ↗
OBSERVEDComparison
third party risk management software fintech startup ratings Vanta Drata SecurityScorecard BitSight 2026Google ↗
OBSERVEDComparison
software supply chain security tools artifact signing provenance Sigstore SLSA GitHub Advanced SecurityGoogle ↗
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 (4)
Short factOther / navigationalComparison75%ConsequenceReason25%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 3 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
top software supply chain security tools 2026 SCA SBOM dependency scanning vendor comparison Google ↗
G2 software composition analysis tools ratings Snyk Mend GitLab Black Duck 2026 Google ↗
third party risk management software fintech startup ratings Vanta Drata SecurityScorecard BitSight 2026 Google ↗
software supply chain security tools artifact signing provenance Sigstore SLSA GitHub Advanced Security Google ↗

Queries

4 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
top software supply chain security tools 2026 SCA SBOM dependency scanning vendor comparison
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
G2 software composition analysis tools ratings Snyk Mend GitLab Black Duck 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
third party risk management software fintech startup ratings Vanta Drata SecurityScorecard BitSight 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
software supply chain security tools artifact signing provenance Sigstore SLSA GitHub Advanced Security
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1