Real ChatGPT answer · index seed8gLt8uSQD0gcompleteB2B software · project managementinformational

What are the best methodologies for auditing our enterprise software license utilization across Jira and Confluence to cut redundant seat costs before our renewal next quarter?

ChatGPTgpt-63 queries10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What are the best methodologies for auditing our enterprise software license utilization across Jira and Confluence to cut redundant seat costs before our renewal next quarter?
3 real searches · 1 real-search pass
Atlassian Cloud organization admin user activity insights last active Jira Confluence product access license utilization audit official documentationGoogle ↗
OBSERVEDReason
Atlassian Cloud billing user counts product access groups managed accounts inactive users official documentationGoogle ↗
OBSERVEDOther / navigational
Atlassian Data Center Jira Confluence license user audit activity official documentationGoogle ↗
OBSERVEDOther / navigational

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 / navigational67%ComparisonConsequenceReason33%DefinitionInstructionYes / 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
Atlassian Cloud organization admin user activity insights last active Jira Confluence product access license utilization audit official documentation Google ↗
Atlassian Cloud billing user counts product access groups managed accounts inactive users official documentation Google ↗
Atlassian Data Center Jira Confluence license user audit activity official documentation Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Atlassian Cloud organization admin user activity insights last active Jira Confluence product access license utilization audit official documentation
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Atlassian Cloud billing user counts product access groups managed accounts inactive users official documentation
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Atlassian Data Center Jira Confluence license user audit activity official documentation
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1