Real ChatGPT answer · index seeddGe5S8SHuYkcompleteInsurance · auto insurancecommercial

What are the top rated auto insurance choices for households with multiple drivers trying to optimize their deductible choices for maximum monthly savings?

ChatGPTgpt-62 queries10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What are the top rated auto insurance choices for households with multiple drivers trying to optimize their deductible choices for maximum monthly savings?
2 real searches · 1 real-search pass
2026 best auto insurance companies Maryland multi-car households customer satisfaction rates deductible discountsGoogle ↗
OBSERVEDComparison
Maryland auto insurance deductible comprehensive collision multi-car discount household drivers insurer officialGoogle ↗
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 (2)
Short factOther / navigationalComparison50%ConsequenceReason50%DefinitionInstructionYes / no

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 best auto insurance companies Maryland multi-car households customer satisfaction rates deductible discounts Google ↗
Maryland auto insurance deductible comprehensive collision multi-car discount household drivers insurer official Google ↗
  1. Best Car Insurance in Maryland for 2026 · nerdwallet.com
  2. Best Car Insurance Companies in Maryland (2026 Review) · moneygeek.com
  3. auto-rates · insurance.maryland.gov
  4. Automobile-Insurance-Rates · insurance.maryland.gov

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 best auto insurance companies Maryland multi-car households customer satisfaction rates deductible discounts
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Maryland auto insurance deductible comprehensive collision multi-car discount household drivers insurer official
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1