Is there any reliable software license auditing tool that can scan our current project management stack to find unused enterprise licenses before our renewal date hits this Friday?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is there any reliable software license auditing tool that can scan our current project management stack to find unused enterprise licenses before our renewal date hits this Friday?
4 real searches · 1 real-search pass
Zylo SaaS management license optimization integrations usage analytics officialGoogle ↗
OBSERVEDOther / navigational
Torii SaaS management license optimization integrations usage analytics officialGoogle ↗
OBSERVEDOther / navigational
Productiv SaaS management license utilization analytics officialGoogle ↗
OBSERVEDOther / navigational
Lumos SaaS management license optimization SaaS discovery officialGoogle ↗
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 (4)
Classes come from the query-classifier (a local Laya model). 4 of 4 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT4 real searches · gpt-6
Zylo SaaS management license optimization integrations usage analytics official Google ↗
Torii SaaS management license optimization integrations usage analytics official Google ↗
Productiv SaaS management license utilization analytics official Google ↗
Lumos SaaS management license optimization SaaS discovery official Google ↗
- Zylo · zylo.com
- SaaS & AI Spend Optimization: See and Control Software Costs · zylo.com
- Flexible SaaS and AI Integrations · zylo.com
- Torii · toriihq.com
- What Type of Integrations are Supported by Torii? · support.toriihq.com
- SaaS Management Platform · toriihq.com
- Discover Your SaaS Stack · support.toriihq.com
- Productiv · productiv.com
- Contracts overview · help.productiv.com
- Welcome to Productiv · help.productiv.com
- Lumos · lumos.com
Queries
4 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Zylo SaaS management license optimization integrations usage analytics official OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Torii SaaS management license optimization integrations usage analytics official OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Productiv SaaS management license utilization analytics official OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Lumos SaaS management license optimization SaaS discovery official OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |