Can you check if Liberty Mutual offers any discounts for young professionals who work in engineering or tech fields?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can you check if Liberty Mutual offers any discounts for young professionals who work in engineering or tech fields?
3 real searches · 1 real-search pass
Liberty Mutual professional discounts engineers tech workers insurance discount 2026Google ↗
OBSERVEDComparison
Liberty Mutual discounts engineers technology professionals occupation discount young professionalsGoogle ↗
OBSERVEDComparison
site:libertymutual.com auto insurance discounts professional occupation engineering technology affinity groupGoogle ↗
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)
Classes come from the query-classifier (a local Laya model). 2 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
Liberty Mutual professional discounts engineers tech workers insurance discount 2026 Google ↗
Liberty Mutual discounts engineers technology professionals occupation discount young professionals Google ↗
site:libertymutual.com auto insurance discounts professional occupation engineering technology affinity group Google ↗
- 13 Ways to Lower Your Car Insurance Rate · libertymutual.com
- Auto Insurance Discounts | Car Insurance · libertymutual.com
- Customer Disclaimer · libertymutual.com
- Liberty Mutual official website · libertymutual.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Liberty Mutual professional discounts engineers tech workers insurance discount 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Liberty Mutual discounts engineers technology professionals occupation discount young professionals OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
site:libertymutual.com auto insurance discounts professional occupation engineering technology affinity group OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |