Real ChatGPT answer · index seed6B6bUwLnnXkcompleteB2B software · cybersecuritycommercial

Looking for expert recommendations on generating an accurate software bill of materials for legacy monolithic applications with undocumented dependencies.

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Looking for expert recommendations on generating an accurate software bill of materials for legacy monolithic applications with undocumented dependencies.
2 real searches · 1 real-search pass
best practices generating accurate SBOM legacy applications undocumented dependencies binary analysis runtime discovery tools Syft ScanCode ORT SPDX CycloneDX 2025Google ↗
OBSERVEDComparison
OWASP CycloneDX SBOM guidance completeness dependency relationships evidence legacy softwareGoogle ↗
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
best practices generating accurate SBOM legacy applications undocumented dependencies binary analysis runtime discovery tools Syft ScanCode ORT SPDX CycloneDX 2025 Google ↗
OWASP CycloneDX SBOM guidance completeness dependency relationships evidence legacy software Google ↗
  1. Syft · github.com
  2. ScanCode Toolkit · github.com
  3. OWASP Dependency-Check · owasp.org
  4. cdxgen · github.com
  5. ORT · github.com
  6. Dependency-Track · dependencytrack.org
  7. Trivy · trivy.dev
  8. Authoritative Guide to SBOM · cyclonedx.org
  9. CycloneDX Response to NTIA SBOM Guidance · ntia.gov
  10. Dependency Graph SBOM · cheatsheetseries.owasp.org
  11. Software Security in Supply Chains: Software Bill of Materials (SBOM) · nist.gov
  12. Software Suppliers Playbook: · ntia.doc.gov
  13. CISA SBOM guidance · cisa.gov
  14. Choosing an SBOM Generation Tool · openssf.org

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
best practices generating accurate SBOM legacy applications undocumented dependencies binary analysis runtime discovery tools Syft ScanCode ORT SPDX CycloneDX 2025
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
OWASP CycloneDX SBOM guidance completeness dependency relationships evidence legacy software
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1