Real ChatGPT answer · index seedES8WYsYhchccompleteInsurance · Medicare planscommercial

Can you compare the appeal success rates for denied prescription claims between Humana and UnitedHealthcare Medicare prescription drug plans?

ChatGPTgpt-63 queries10/31/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Can you compare the appeal success rates for denied prescription claims between Humana and UnitedHealthcare Medicare prescription drug plans?
3 real searches · 1 real-search pass
CMS Medicare Part D appeals data plan sponsor overturn rate Humana UnitedHealthcare 2024 prescription drug appealsGoogle ↗
OBSERVEDReason
Medicare Part D appeals statistics favorable decisions plan redetermination independent review entity contract data Humana UnitedHealthcareGoogle ↗
OBSERVEDReason
Humana UnitedHealthcare Part D coverage determination appeal success rate denied prescription claims comparisonGoogle ↗
OBSERVEDComparison

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 (3)
Short factOther / navigationalComparison33%ConsequenceReason67%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT3 real searches · gpt-6
CMS Medicare Part D appeals data plan sponsor overturn rate Humana UnitedHealthcare 2024 prescription drug appeals Google ↗
Medicare Part D appeals statistics favorable decisions plan redetermination independent review entity contract data Humana UnitedHealthcare Google ↗
Humana UnitedHealthcare Part D coverage determination appeal success rate denied prescription claims comparison Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
CMS Medicare Part D appeals data plan sponsor overturn rate Humana UnitedHealthcare 2024 prescription drug appeals
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Medicare Part D appeals statistics favorable decisions plan redetermination independent review entity contract data Humana UnitedHealthcare
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Humana UnitedHealthcare Part D coverage determination appeal success rate denied prescription claims comparison
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1