Real ChatGPT answer · index seedlGTWtyiJ3xIcompleteB2B software · cybersecurityinformational

Can you break down what conducting a software bill of materials means for a startup that is trying to sell to government agencies?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Can you break down what conducting a software bill of materials means for a startup that is trying to sell to government agencies?
3 real searches · 1 real-search pass
CISA software bill of materials SBOM minimum elements 2025 federal government software suppliersGoogle ↗
OBSERVEDInstruction
NTIA minimum elements software bill of materials official document SPDX CycloneDXGoogle ↗
OBSERVEDInstruction
OMB M-22-18 software security attestation SBOM federal agencies requirements 2025 2026Google ↗
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 (3)
Short factOther / navigationalComparisonConsequenceReasonDefinitionInstruction100%Yes / no

Classes come from the query-classifier (a local Laya model). 3 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
CISA software bill of materials SBOM minimum elements 2025 federal government software suppliers Google ↗
NTIA minimum elements software bill of materials official document SPDX CycloneDX Google ↗
OMB M-22-18 software security attestation SBOM federal agencies requirements 2025 2026 Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
CISA software bill of materials SBOM minimum elements 2025 federal government software suppliers
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1
NTIA minimum elements software bill of materials official document SPDX CycloneDX
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1
OMB M-22-18 software security attestation SBOM federal agencies requirements 2025 2026
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1