Real ChatGPT answer · index seedtJqlDQqP2EMcompleteB2B software · project managementcommercial

how do current project management tools help engineering managers audit software licenses and reduce monthly software overhead without losing productivity

ChatGPTgpt-61 query11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
how do current project management tools help engineering managers audit software licenses and reduce monthly software overhead without losing productivity
1 real search · 1 real-search pass
2026 project management tools software license management SaaS spend optimization engineering teams usage analytics integrations Jira Linear Microsoft Project SaaS managementGoogle ↗
OBSERVEDComparison

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 (1)
Short factOther / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT1 real searches · gpt-6
2026 project management tools software license management SaaS spend optimization engineering teams usage analytics integrations Jira Linear Microsoft Project SaaS management Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 project management tools software license management SaaS spend optimization engineering teams usage analytics integrations Jira Linear Microsoft Project SaaS management
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1