Is Travelers better than Liberty Mutual when it comes to the average cost of coverage for a retired couple driving a sedan under eight thousand miles a year?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is Travelers better than Liberty Mutual when it comes to the average cost of coverage for a retired couple driving a sedan under eight thousand miles a year?
1 real search · 1 real-search pass
Travelers vs Liberty Mutual average car insurance rates low mileage retired drivers 2026 Illinois sedan under 8000 milesGoogle ↗
OBSERVEDShort fact
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)
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
Travelers vs Liberty Mutual average car insurance rates low mileage retired drivers 2026 Illinois sedan under 8000 miles Google ↗
- Liberty Mutual vs. Travelers: Compare Reviews, Rates, and Coverage (2026) · insurify.com
- Cheap Car Insurance in Illinois for 2026 · nerdwallet.com
- Best & Cheapest Car Insurance Quotes in Illinois (2026) · valuepenguin.com