Real ChatGPT answer · index seed4iWY7RtDTM8completeInsurance · home insurancecomparison

Liberty Mutual vs Allstate for homes located in FEMA special flood hazard areas requiring mandatory flood insurance.

ChatGPTgpt-64 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Liberty Mutual vs Allstate for homes located in FEMA special flood hazard areas requiring mandatory flood insurance.
4 real searches · 1 real-search pass
Liberty Mutual Allstate flood insurance availability coverage comparison 2026Google ↗
OBSERVED
Liberty Mutual flood insurance NFIP private flood homeowners officialGoogle ↗
OBSERVED
Allstate flood insurance NFIP private flood homeowners officialGoogle ↗
OBSERVED
FEMA mandatory purchase flood insurance special flood hazard area lender NFIP private flood coverageGoogle ↗
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 4 queries…

Searches and sources

ChatGPT4 real searches · gpt-6
Liberty Mutual Allstate flood insurance availability coverage comparison 2026 Google ↗
Liberty Mutual flood insurance NFIP private flood homeowners official Google ↗
Allstate flood insurance NFIP private flood homeowners official Google ↗
FEMA mandatory purchase flood insurance special flood hazard area lender NFIP private flood coverage Google ↗
  1. Answers to Questions About the NFIP · agents.floodsmart.gov
  2. I. Background · public-inspection.federalregister.gov
  3. Flood Insurance Quotes · libertymutual.com
  4. Flood Insurance Quotes & Information · allstate.com
  5. know-your-flood-risk · insurance.maryland.gov
  6. Eligibility · floodsmart.gov
  7. SECTION 208.25—Loans in Areas Having Special Flood Hazards · federalreserve.gov
  8. flood-insurance-basics · insurance.maryland.gov

Queries

4 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Liberty Mutual Allstate flood insurance availability coverage comparison 2026
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Liberty Mutual flood insurance NFIP private flood homeowners official
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Allstate flood insurance NFIP private flood homeowners official
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
FEMA mandatory purchase flood insurance special flood hazard area lender NFIP private flood coverage
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1