Which is the better insurance option for a first-time buyer worried about how long a speeding ticket surcharge will affect their monthly bill, Geico or Liberty Mutual?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Which is the better insurance option for a first-time buyer worried about how long a speeding ticket surcharge will affect their monthly bill, Geico or Liberty Mutual?
3 real searches · 1 real-search pass
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
GEICO speeding ticket surcharge how long rate increase driving record 2026 Google ↗
Liberty Mutual speeding ticket surcharge how long rate increase 2026 Google ↗
Ohio speeding ticket insurance surcharge how long insurer rates driving record Ohio Department Insurance Google ↗
- Why Did My Car Insurance Go Up? 5 Factors That Impact Your Rate · geico.com
- Speeding Tickets and Insurance Costs · libertymutual.com
- Automobile Insurance Guide · insurance.ohio.gov
- Auto Insurance for New Drivers · insurance.ohio.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
GEICO speeding ticket surcharge how long rate increase driving record 2026 OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Liberty Mutual speeding ticket surcharge how long rate increase 2026 OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Ohio speeding ticket insurance surcharge how long insurer rates driving record Ohio Department Insurance OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |