Comparing PIP insurance requirements across states to see where I can save the most money on my monthly premium.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Comparing PIP insurance requirements across states to see where I can save the most money on my monthly premium.
1 real search · 1 real-search pass
2026 PIP personal injury protection requirements by state mandatory optional minimum benefits state-by-state auto insuranceGoogle ↗
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 (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
2026 PIP personal injury protection requirements by state mandatory optional minimum benefits state-by-state auto insurance Google ↗
- Personal Injury Protection · content.naic.org
- Personal Injury Protection (PIP) Insurance · nerdwallet.com
- Personal injury protection insurance: Everything you need to know · insurance.com
- PIP vs. MedPay: What's the difference? · insurance.com
- Report on Personal Auto Insurance Markets and Technological Change · home.treasury.gov
- State minimum car insurance · insurance.com