Real ChatGPT answer · index seedNTbXEfRuxnQcompleteB2B software · cybersecuritycommercial

How does mitigating supply chain software risks work for a boutique agency that relies heavily on open-source npm packages?

ChatGPTgpt-63 queries10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How does mitigating supply chain software risks work for a boutique agency that relies heavily on open-source npm packages?
3 real searches · 1 real-search pass
official npm security best practices package provenance trusted publishing 2FA audit lockfile documentationGoogle ↗
OBSERVEDInstruction
GitHub documentation dependency review Dependabot security updates dependency graph npm supply chain securityGoogle ↗
OBSERVEDReason
CISA software supply chain security open source dependency risk SBOM guidanceGoogle ↗
OBSERVEDReason

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 / navigationalComparisonConsequenceReason67%DefinitionInstruction33%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
official npm security best practices package provenance trusted publishing 2FA audit lockfile documentation Google ↗
GitHub documentation dependency review Dependabot security updates dependency graph npm supply chain security Google ↗
CISA software supply chain security open source dependency risk SBOM guidance Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
official npm security best practices package provenance trusted publishing 2FA audit lockfile documentation
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1
GitHub documentation dependency review Dependabot security updates dependency graph npm supply chain security
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
CISA software supply chain security open source dependency risk SBOM guidance
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1