Real ChatGPT answer · index seedlIpdnFTxamQcompleteB2B software · cybersecuritycommercial

Looking for software recommendations that specifically target mitigating supply chain software risks by creating an accurate software bill of materials.

ChatGPTgpt-62 queries10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Looking for software recommendations that specifically target mitigating supply chain software risks by creating an accurate software bill of materials.
2 real searches · 1 real-search pass
2026 software bill of materials SBOM tools comparison generation SPDX CycloneDX Syft cdxgen Microsoft SBOM toolGoogle ↗
OBSERVEDComparison
enterprise SBOM management software continuous monitoring vulnerability analysis Black Duck Snyk Mend FOSSA JFrog Xray Anchore 2026Google ↗
OBSERVEDComparison

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 / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 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
2026 software bill of materials SBOM tools comparison generation SPDX CycloneDX Syft cdxgen Microsoft SBOM tool Google ↗
enterprise SBOM management software continuous monitoring vulnerability analysis Black Duck Snyk Mend FOSSA JFrog Xray Anchore 2026 Google ↗
  1. Anchore · anchore.com
  2. Security Analysis and Reporting · docs.anchore.com
  3. What is Anchore Enterprise · docs.anchore.com
  4. SBOM Management & Automation Solutions · anchore.com
  5. Black Duck · blackduck.com
  6. Software Supply Chain Security & SBOM Management · blackduck.com
  7. Snyk · snyk.io
  8. FOSSA · fossa.com
  9. JFrog Xray · jfrog.com
  10. Syft on GitHub · github.com
  11. Trivy website · trivy.dev
  12. Dependency-Track website · dependencytrack.org
  13. cdxgen on GitHub · github.com
  14. Choosing an SBOM Generation Tool · openssf.org
  15. Software Bill of Materials (SBOM) · owasp.github.io
  16. Best SBOM Tools in 2026: Generation to Compliance, Compared · interlynk.io

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 software bill of materials SBOM tools comparison generation SPDX CycloneDX Syft cdxgen Microsoft SBOM tool
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
enterprise SBOM management software continuous monitoring vulnerability analysis Black Duck Snyk Mend FOSSA JFrog Xray Anchore 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1