Real ChatGPT answer · index seedPrXZt7B3RQ4completeInsurance · umbrella insurancecommercial

Which insurance providers offer the most affordable umbrella policies that match underlying limits perfectly for middle class families?

ChatGPTgpt-62 queries10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Which insurance providers offer the most affordable umbrella policies that match underlying limits perfectly for middle class families?
2 real searches · 1 real-search pass
personal umbrella insurance minimum underlying liability limits insurer requirements 2026 quotes affordabilityGoogle ↗
OBSERVEDComparison
2026 affordable personal umbrella insurance providers minimum underlying auto home liability limits State Farm Travelers Auto-Owners Erie Nationwide USAA AllstateGoogle ↗
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 (2)
Short factOther / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 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
personal umbrella insurance minimum underlying liability limits insurer requirements 2026 quotes affordability Google ↗
2026 affordable personal umbrella insurance providers minimum underlying auto home liability limits State Farm Travelers Auto-Owners Erie Nationwide USAA Allstate Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
personal umbrella insurance minimum underlying liability limits insurer requirements 2026 quotes affordability
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
2026 affordable personal umbrella insurance providers minimum underlying auto home liability limits State Farm Travelers Auto-Owners Erie Nationwide USAA Allstate
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1