Real ChatGPT answer · index seedNoQKMzcynUUcompleteInsurance · home insuranceinformational

Help me get a Liberty Mutual quote that properly accounts for custom architectural millwork and slate roofing materials.

ChatGPTgpt-61 query11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Help me get a Liberty Mutual quote that properly accounts for custom architectural millwork and slate roofing materials.
1 real search · 1 real-search pass
Liberty Mutual homeowners insurance quote replacement cost custom features roofing materials slate roof officialGoogle ↗
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 (1)
Short factOther / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / no

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
Liberty Mutual homeowners insurance quote replacement cost custom features roofing materials slate roof official Google ↗
  1. Home Insurance Coverage Calculator · libertymutual.com
  2. Roofs & Home Insurance · libertymutual.com
  3. Main Types of Homeowners Insurance Explained · libertymutual.com
  4. Start a Liberty Mutual homeowners quote · libertymutual.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Liberty Mutual homeowners insurance quote replacement cost custom features roofing materials slate roof official
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1