Real ChatGPT answer · index seedSLxAHZ0FL7YcompleteB2B software · cybersecuritycommercial

How do modern tools for conducting a software bill of materials actually work and which ones are leading the industry this year

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How do modern tools for conducting a software bill of materials actually work and which ones are leading the industry this year
2 real searches · 1 real-search pass
leading SBOM tools platforms 2026 software bill of materials vendor comparison 2026 Syft Grype Dependency-Track Snyk Black Duck Mend FOSSA JFrog XrayGoogle ↗
OBSERVED
2026 SBOM tools comparison Syft Grype Anchore Dependency-Track Snyk Black Duck Mend FOSSA JFrog Xray featuresGoogle ↗
OBSERVED

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.

Classifying 2 queries…

Searches and sources

ChatGPT2 real searches · gpt-6
leading SBOM tools platforms 2026 software bill of materials vendor comparison 2026 Syft Grype Dependency-Track Snyk Black Duck Mend FOSSA JFrog Xray Google ↗
2026 SBOM tools comparison Syft Grype Anchore Dependency-Track Snyk Black Duck Mend FOSSA JFrog Xray features Google ↗
  1. Official GitHub repository · github.com
  2. Official GitHub repository · github.com
  3. Official website · dependencytrack.org
  4. Official GitHub repository · github.com
  5. Official GitHub repository · github.com
  6. Software Bill of Materials (SBOM) · owasp.github.io
  7. SBOM Tools · openssf.org
  8. Official website · snyk.io
  9. Official website · blackduck.com
  10. Official website · jfrog.com
  11. Official website · fossa.com
  12. Official website · mend.io
  13. Official website · sonatype.com
  14. Gartner Magic Quadrant for Software Supply Chain Security · gartner.com
  15. 12 Software Composition Analysis Tools in 2026: Best SCA Options · itechguides.com
  16. SBOM · docs.jfrog.com
  17. 8 SBOM Tools to Consider in 2026: Buyer’s Guide · sekin.in
  18. SBOM LANDSCAPE ANALYSIS · enisa.europa.eu
  19. NTIA – Software Bill of Materials · ntia.gov
  20. CycloneDX · cyclonedx.org
  21. SPDX · spdx.dev
  22. OWASP Dependency-Track · owasp.org
  23. OpenSSF · openssf.org
  24. ENISA · enisa.europa.eu

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
leading SBOM tools platforms 2026 software bill of materials vendor comparison 2026 Syft Grype Dependency-Track Snyk Black Duck Mend FOSSA JFrog Xray
OBSERVED
Google ↗
AI Mode ↗
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of 1
2026 SBOM tools comparison Syft Grype Anchore Dependency-Track Snyk Black Duck Mend FOSSA JFrog Xray features
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1