Real ChatGPT answer · index seedUpkjD5cyYE4completeInsurance · home insurancecomparison

State Farm or Liberty Mutual for a small business owner who just experienced a major roof leak claim and wants to know which carrier is less likely to drop them

ChatGPTgpt-63 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
State Farm or Liberty Mutual for a small business owner who just experienced a major roof leak claim and wants to know which carrier is less likely to drop them
3 real searches · 1 real-search pass
State Farm commercial property insurance nonrenewal after claims small business roof claim underwriting renewalGoogle ↗
OBSERVED
Liberty Mutual business insurance nonrenewal after property claims commercial roof claim underwritingGoogle ↗
OBSERVED
Pennsylvania commercial property insurance nonrenewal rules notice business insurance claimsGoogle ↗
OBSERVED

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.

Classifying 3 queries…

Searches and sources

ChatGPT3 real searches · gpt-6
State Farm commercial property insurance nonrenewal after claims small business roof claim underwriting renewal Google ↗
Liberty Mutual business insurance nonrenewal after property claims commercial roof claim underwriting Google ↗
Pennsylvania commercial property insurance nonrenewal rules notice business insurance claims Google ↗
  1. Business Insurance Claims · statefarm.com
  2. Microsoft Word · filingsdirect.com
  3. Property Claims Disclosures · libertymutual.com
  4. 31 Pa. Code §113.85 · pacodeandbulletin.gov
  5. §113.88 · law.cornell.edu
  6. 31 Pa. Code § 113.82. Notice of premium increase. · pacodeandbulletin.gov

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
State Farm commercial property insurance nonrenewal after claims small business roof claim underwriting renewal
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Liberty Mutual business insurance nonrenewal after property claims commercial roof claim underwriting
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Pennsylvania commercial property insurance nonrenewal rules notice business insurance claims
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1