Real ChatGPT answer · index seedyPUmWCXc554completeB2B software · cybersecurityinformational

We need a software bill of materials tool that fits a bootstrap budget what are our best bets this year?

ChatGPTgpt-63 queries10/31/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
We need a software bill of materials tool that fits a bootstrap budget what are our best bets this year?
3 real searches · 1 real-search pass
best SBOM tools 2026 open source pricing Syft Trivy Dependency-Track FOSSA SnykGoogle ↗
OBSERVEDComparison
2026 SBOM software supply chain tools startup pricing free tiers SPDX CycloneDX vulnerability monitoringGoogle ↗
OBSERVEDComparison
Syft Trivy OWASP Dependency-Track official documentation SBOM generation vulnerability scanning 2026Google ↗
OBSERVEDOther / navigational

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%Comparison67%ConsequenceReasonDefinitionInstructionYes / 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 SBOM tools 2026 open source pricing Syft Trivy Dependency-Track FOSSA Snyk Google ↗
2026 SBOM software supply chain tools startup pricing free tiers SPDX CycloneDX vulnerability monitoring Google ↗
Syft Trivy OWASP Dependency-Track official documentation SBOM generation vulnerability scanning 2026 Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
best SBOM tools 2026 open source pricing Syft Trivy Dependency-Track FOSSA Snyk
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
2026 SBOM software supply chain tools startup pricing free tiers SPDX CycloneDX vulnerability monitoring
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Syft Trivy OWASP Dependency-Track official documentation SBOM generation vulnerability scanning 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1