Real ChatGPT answer · index seedF5ACJdpk6QccompleteB2B software · cybersecuritycommercial

what is the simplest way to create a software bill of materials for our vendors and is there software that automates this

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

The searches the AI actually ran for this prompt.

SEED QUERY
what is the simplest way to create a software bill of materials for our vendors and is there software that automates this
2 real searches · 1 real-search pass
automated SBOM generation tools vendor SBOM management platforms CycloneDX SPDX 2026 Syft Dependency-Track Snyk Black DuckGoogle ↗
OBSERVEDComparison
CISA SBOM minimum elements guidance SBOM formats CycloneDX SPDX officialGoogle ↗
OBSERVEDInstruction

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 / navigationalComparison50%ConsequenceReasonDefinitionInstruction50%Yes / 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
automated SBOM generation tools vendor SBOM management platforms CycloneDX SPDX 2026 Syft Dependency-Track Snyk Black Duck Google ↗
CISA SBOM minimum elements guidance SBOM formats CycloneDX SPDX official Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
automated SBOM generation tools vendor SBOM management platforms CycloneDX SPDX 2026 Syft Dependency-Track Snyk Black Duck
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
CISA SBOM minimum elements guidance SBOM formats CycloneDX SPDX official
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1