Real ChatGPT answer · index seedaFG5y8IBsGQcompleteInsurance · health insurance planshowto

How do I file an external review with my state insurance commissioner if my health plan upholds their decision to deny my prior authorization request

ChatGPTgpt-62 queries10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How do I file an external review with my state insurance commissioner if my health plan upholds their decision to deny my prior authorization request
2 real searches · 1 real-search pass
Illinois Department of Insurance external review health insurance denial how to file deadline 2026Google ↗
OBSERVEDReason
Illinois external review request form health insurance independent review organization prior authorization denialGoogle ↗
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
Illinois Department of Insurance external review health insurance denial how to file deadline 2026 Google ↗
Illinois external review request form health insurance independent review organization prior authorization denial Google ↗
  1. How to File an External Review · idoi.illinois.gov
  2. Illinois General Assembly · ilga.gov
  3. External Review · healthcare.gov
  4. Aetna External Review Program · aetna.com
  5. Home · idoihelpcenter.illinois.gov
  6. Illinois Standard Health Employee Application 7-26-10 · idoi.illinois.gov

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Illinois Department of Insurance external review health insurance denial how to file deadline 2026
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Illinois external review request form health insurance independent review organization prior authorization denial
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1