Why did my premium spike so drastically with Liberty Mutual after one minor claim, and how does Travelers compare for post-claim rate stability?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Why did my premium spike so drastically with Liberty Mutual after one minor claim, and how does Travelers compare for post-claim rate stability?
3 real searches · 1 real-search pass
Liberty Mutual auto insurance accident surcharge claims forgiveness rate increase officialGoogle ↗
OBSERVEDConsequence
Travelers auto insurance accident forgiveness surcharge claim premium officialGoogle ↗
OBSERVEDOther / navigational
Virginia auto insurance at-fault accident surcharge rating rules accident forgiveness Travelers Liberty MutualGoogle ↗
OBSERVEDComparison
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). 3 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 auto insurance accident surcharge claims forgiveness rate increase official Google ↗
Travelers auto insurance accident forgiveness surcharge claim premium official Google ↗
Virginia auto insurance at-fault accident surcharge rating rules accident forgiveness Travelers Liberty Mutual Google ↗
- Will an accident increase my car insurance · libertymutual.com
- Will My Auto Rate Increase After Filing a Claim? · travelers.com
- Accident Forgiveness Car Insurance · travelers.com
- § 38.2-1905. Motor vehicle insurer not to charge points or increase premiums in certain instances · law.lis.virginia.gov
- Virginia SCC · scc.virginia.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Liberty Mutual auto insurance accident surcharge claims forgiveness rate increase official OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
Travelers auto insurance accident forgiveness surcharge claim premium official OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Virginia auto insurance at-fault accident surcharge rating rules accident forgiveness Travelers Liberty Mutual OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |