Real ChatGPT answer · index seed34qRsGn5rmQcompleteInsurance · insurance claimscommercial

My university health plan denied my specialist claim saying it was experimental. What are the best online resources to look up state specific insurance commissioner appeal processes?

ChatGPTgpt-63 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
My university health plan denied my specialist claim saying it was experimental. What are the best online resources to look up state specific insurance commissioner appeal processes?
3 real searches · 1 real-search pass
official state insurance department directory USA.gov NAIC consumer health insurance external review ERISA self funded university health plan Department of LaborGoogle ↗
OBSERVEDOther / navigational
Florida Office of Insurance Regulation consumer health insurance external review experimental investigational denial appeal officialGoogle ↗
OBSERVEDReason
Department of Labor EBSA self funded university health plan state insurance department ERISA external review claim denial officialGoogle ↗
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 (3)
Short factOther / navigational33%ComparisonConsequenceReason67%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 3 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
official state insurance department directory USA.gov NAIC consumer health insurance external review ERISA self funded university health plan Department of Labor Google ↗
Florida Office of Insurance Regulation consumer health insurance external review experimental investigational denial appeal official Google ↗
Department of Labor EBSA self funded university health plan state insurance department ERISA external review claim denial official Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
official state insurance department directory USA.gov NAIC consumer health insurance external review ERISA self funded university health plan Department of Labor
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Florida Office of Insurance Regulation consumer health insurance external review experimental investigational denial appeal official
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Department of Labor EBSA self funded university health plan state insurance department ERISA external review claim denial official
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1