Real ChatGPT answer · index seed7i2sw0Sr0LccompleteLegal · personal injurycomparison

Is Geico better than Progressive at handling medical bill reduction negotiations for an injured parent

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Is Geico better than Progressive at handling medical bill reduction negotiations for an injured parent
2 real searches · 1 real-search pass
GEICO Progressive auto insurance medical bill negotiation medical liens claims handling bodily injury settlement comparisonGoogle ↗
OBSERVEDComparison
Texas car accident medical liens health insurance subrogation personal injury settlement insurer responsibilitiesGoogle ↗
OBSERVEDReason

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 / navigationalComparison50%ConsequenceReason50%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 1 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
GEICO Progressive auto insurance medical bill negotiation medical liens claims handling bodily injury settlement comparison Google ↗
Texas car accident medical liens health insurance subrogation personal injury settlement insurer responsibilities Google ↗
  1. Geico vs. Progressive · bankrate.com
  2. Geico vs. Progressive Car Insurance: Which Is Better? · cnbc.com
  3. Auto insurance guide · tdi.texas.gov
  4. Texas Constitution and Statutes · statutes.capitol.texas.gov
  5. Texas Constitution and Statutes · statutes.capitol.texas.gov

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
GEICO Progressive auto insurance medical bill negotiation medical liens claims handling bodily injury settlement comparison
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Texas car accident medical liens health insurance subrogation personal injury settlement insurer responsibilities
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1