Which insurance companies offer the lowest rates for a family adding a newly licensed 16 year old driver to an existing policy?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Which insurance companies offer the lowest rates for a family adding a newly licensed 16 year old driver to an existing policy?
2 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.
ChatGPT real searches (2)
Classes come from the query-classifier (a local Laya model). 1 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
2026 Texas car insurance rates adding teen driver family policy cheapest insurers Google ↗
Texas cheapest car insurance adding 16 year old teen driver to parents policy insurers 2026 rates Google ↗
- Best cheap car insurance in Texas in 2026 · insurance.com
- Cheap Teen Car Insurance in Texas (Best Rates 2026) · insurify.com
- Compare Cheap Dallas Car Insurance Quotes From $56/mo. · insurify.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 Texas car insurance rates adding teen driver family policy cheapest insurers OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Texas cheapest car insurance adding 16 year old teen driver to parents policy insurers 2026 rates OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |