Real ChatGPT answer · index seed8RgkwkoUeY0completeInsurance · umbrella insurancecommercial

Which insurance carriers offer the best rates and customer satisfaction for young adults purchasing their first umbrella policy?

ChatGPTgpt-64 queries10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Which insurance carriers offer the best rates and customer satisfaction for young adults purchasing their first umbrella policy?
4 real searches · 1 real-search pass
J.D. Power 2025 U.S. auto insurance study customer satisfaction State Farm Amica USAA TravelersGoogle ↗
OBSERVEDReason
NAIC complaint index personal umbrella insurance company consumer complaint data how compareGoogle ↗
OBSERVEDComparison
best personal umbrella insurance companies rates customer satisfaction 2026 US State Farm Travelers Auto-Owners Amica USAAGoogle ↗
OBSERVEDReason
personal umbrella insurance average cost requirements underlying auto renters homeowners coverage young adults first policyGoogle ↗
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 (4)
Short factOther / navigationalComparison25%ConsequenceReason75%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 4 of 4 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT4 real searches · gpt-6
J.D. Power 2025 U.S. auto insurance study customer satisfaction State Farm Amica USAA Travelers Google ↗
NAIC complaint index personal umbrella insurance company consumer complaint data how compare Google ↗
best personal umbrella insurance companies rates customer satisfaction 2026 US State Farm Travelers Auto-Owners Amica USAA Google ↗
personal umbrella insurance average cost requirements underlying auto renters homeowners coverage young adults first policy Google ↗

Queries

4 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
J.D. Power 2025 U.S. auto insurance study customer satisfaction State Farm Amica USAA Travelers
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
NAIC complaint index personal umbrella insurance company consumer complaint data how compare
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
best personal umbrella insurance companies rates customer satisfaction 2026 US State Farm Travelers Auto-Owners Amica USAA
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
personal umbrella insurance average cost requirements underlying auto renters homeowners coverage young adults first policy
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1