How do modern product managers audit unused seats in tools like Jira or Linear to quickly cut software expenses without angering the engineering leads?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do modern product managers audit unused seats in tools like Jira or Linear to quickly cut software expenses without angering the engineering leads?
3 real searches · 1 real-search pass
Jira user access last active product access Atlassian admin documentation deactivate users license billingGoogle ↗
OBSERVED
Linear workspace members activity admin remove members billing documentationGoogle ↗
OBSERVED
SaaS license optimization unused seats stakeholder validation reclaim access best practicesGoogle ↗
OBSERVED
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.
Classifying 3 queries…
Searches and sources
ChatGPT3 real searches · gpt-6
Jira user access last active product access Atlassian admin documentation deactivate users license billing Google ↗
Linear workspace members activity admin remove members billing documentation Google ↗
SaaS license optimization unused seats stakeholder validation reclaim access best practices Google ↗
- Atlassian user management documentation · support.atlassian.com
- Linear documentation · linear.app
- Zylo · zylo.com
- Torii · toriihq.com
- Members and roles · linear.app
- Remove user or suspend their access · support.atlassian.com
- Billing and plans · linear.app
- Atlassian Cloud Licensing · atlassian.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Jira user access last active product access Atlassian admin documentation deactivate users license billing OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Linear workspace members activity admin remove members billing documentation OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
SaaS license optimization unused seats stakeholder validation reclaim access best practices OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |