Real ChatGPT answer · index seedGDuxWAfVEewcompleteB2B software · cybersecuritybrand

Can you summarize the recent news about software supply chain risks and how companies are trying to stop hackers?

ChatGPTgpt-62 queries10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Can you summarize the recent news about software supply chain risks and how companies are trying to stop hackers?
2 real searches · 1 real-search pass
software supply chain security cyberattacks industry developments companies defenses 2026 OctoberGoogle ↗
OBSERVEDOther / navigational
software supply chain attacks 2026 npm PyPI GitHub CI CD security incidentsGoogle ↗
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 (2)
Short factOther / navigational50%ComparisonConsequenceReason50%DefinitionInstructionYes / 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
software supply chain security cyberattacks industry developments companies defenses 2026 October Google ↗
software supply chain attacks 2026 npm PyPI GitHub CI CD security incidents Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
software supply chain security cyberattacks industry developments companies defenses 2026 October
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
software supply chain attacks 2026 npm PyPI GitHub CI CD security incidents
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1