Real ChatGPT answer · index seedNl9yj55FX78completeInsurance · auto insurancecommercial

Which car insurance companies provide the most seamless digital experience when you need to transfer your policy from an old trade in to a newly purchased family vehicle?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Which car insurance companies provide the most seamless digital experience when you need to transfer your policy from an old trade in to a newly purchased family vehicle?
2 real searches · 1 real-search pass
car insurance add replace vehicle online app digital experience vehicle replacement policy State Farm Progressive GEICO Allstate USGoogle ↗
OBSERVEDComparison
insurer mobile app reviews digital policy management add vehicle replace car online insurance 2026Google ↗
OBSERVEDOther / navigational

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 / navigational50%Comparison50%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
car insurance add replace vehicle online app digital experience vehicle replacement policy State Farm Progressive GEICO Allstate US Google ↗
insurer mobile app reviews digital policy management add vehicle replace car online insurance 2026 Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
car insurance add replace vehicle online app digital experience vehicle replacement policy State Farm Progressive GEICO Allstate US
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
insurer mobile app reviews digital policy management add vehicle replace car online insurance 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1