Real ChatGPT answer · index seedJLwzX4gtIekcompleteInsurance · auto insurancehowto

I need help understanding how to use the mobile app for Liberty Mutual to upload photos of the dent on my passenger door to start a quick estimate.

ChatGPTgpt-61 query10/31/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
I need help understanding how to use the mobile app for Liberty Mutual to upload photos of the dent on my passenger door to start a quick estimate.
1 real search · 1 real-search pass
Liberty Mutual mobile app upload photos damage quick estimate auto claim photo estimate officialGoogle ↗
OBSERVEDInstruction

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 / navigationalComparisonConsequenceReasonDefinitionInstruction100%Yes / 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 mobile app upload photos damage quick estimate auto claim photo estimate official Google ↗
  1. Get Your Estimate Started With These Photos · libertymutual.com
  2. Express Estimate · libertymutual.com
  3. Claims Center | File & Manage Claims · libertymutual.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Liberty Mutual mobile app upload photos damage quick estimate auto claim photo estimate official
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1