Real ChatGPT answer · index seedVuAh2cqKapMcompleteInsurance · Medicare planscomparison

Comparing the 2024 star ratings and out-of-pocket maximums between Humana and UnitedHealthcare because I want to protect my savings from unexpected hospital bills.

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

The searches the AI actually ran for this prompt.

SEED QUERY
Comparing the 2024 star ratings and out-of-pocket maximums between Humana and UnitedHealthcare because I want to protect my savings from unexpected hospital bills.
2 real searches · 1 real-search pass
CMS 2024 Medicare Advantage star ratings Humana UnitedHealthcare contract ratings 2024 MOOP maximum in network rulesGoogle ↗
OBSERVEDReason
2024 Medicare Advantage Humana UnitedHealthcare star ratings average CMS 2024 out of pocket maximum plan variationGoogle ↗
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 / navigationalComparisonConsequenceReason100%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 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
CMS 2024 Medicare Advantage star ratings Humana UnitedHealthcare contract ratings 2024 MOOP maximum in network rules Google ↗
2024 Medicare Advantage Humana UnitedHealthcare star ratings average CMS 2024 out of pocket maximum plan variation Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
CMS 2024 Medicare Advantage star ratings Humana UnitedHealthcare contract ratings 2024 MOOP maximum in network rules
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
2024 Medicare Advantage Humana UnitedHealthcare star ratings average CMS 2024 out of pocket maximum plan variation
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1