Is fighting a reckless driving ticket worth the legal fees compared to just paying the fine and taking the points on my insurance policy this week?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is fighting a reckless driving ticket worth the legal fees compared to just paying the fine and taking the points on my insurance policy this week?
3 real searches · 1 real-search pass
California Vehicle Code 23103 reckless driving misdemeanor penalties official 2026Google ↗
OBSERVEDConsequence
California DMV negligent operator point count reckless driving point insurance California officialGoogle ↗
OBSERVEDReason
California traffic ticket fight attorney fees reckless driving Oakland California court processGoogle ↗
OBSERVEDReason
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
California Vehicle Code 23103 reckless driving misdemeanor penalties official 2026 Google ↗
California DMV negligent operator point count reckless driving point insurance California official Google ↗
California traffic ticket fight attorney fees reckless driving Oakland California court process Google ↗
- Traffic | Superior Court of California · alameda.courts.ca.gov
- Guide to traffic tickets | California Courts · selfhelp.courts.ca.gov
- Traffic court trial | California Courts · selfhelp.courts.ca.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
California Vehicle Code 23103 reckless driving misdemeanor penalties official 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
California DMV negligent operator point count reckless driving point insurance California official OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
California traffic ticket fight attorney fees reckless driving Oakland California court process OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |