Where can our student coding group find affordable software bill of materials auditing tools that integrate with GitHub without breaking our budget?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Where can our student coding group find affordable software bill of materials auditing tools that integrate with GitHub without breaking our budget?
2 real searches · 1 real-search pass
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)
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
affordable software bill of materials SBOM tools GitHub integration free open source pricing 2026 Google ↗
GitHub dependency review action SBOM generation tool Syft Dependency-Track GitHub integration pricing Google ↗
- Syft on GitHub · github.com
- Trivy on GitHub · github.com
- Dependency-Track website · dependencytrack.org
- Grype on GitHub · github.com
- GitHub SBOM documentation · docs.github.com
- Getting Started · oss.anchore.com
- CI/CD · trivy.dev
- Community Integrations · docs.dependencytrack.org
- Dependency-Track documentation · docs.dependencytrack.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
affordable software bill of materials SBOM tools GitHub integration free open source pricing 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
GitHub dependency review action SBOM generation tool Syft Dependency-Track GitHub integration pricing OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |