Which health plans have the most reliable provider directory lookup tools so I do not end up with unexpected medical bills
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Which health plans have the most reliable provider directory lookup tools so I do not end up with unexpected medical bills
3 real searches · 1 real-search pass
Arizona health insurance plans 2026 provider directory accuracy network directory Blue Cross Blue Shield Arizona UnitedHealthcare Aetna Cigna official provider searchGoogle ↗
OBSERVEDOther / navigational
CMS provider directory accuracy audits Medicare Advantage 2024 2025 directory inaccuracies secret shopperGoogle ↗
OBSERVEDReason
Arizona marketplace health plans 2026 insurers provider directories officialGoogle ↗
OBSERVEDOther / navigational
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)
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
Arizona health insurance plans 2026 provider directory accuracy network directory Blue Cross Blue Shield Arizona UnitedHealthcare Aetna Cigna official provider search Google ↗
CMS provider directory accuracy audits Medicare Advantage 2024 2025 directory inaccuracies secret shopper Google ↗
Arizona marketplace health plans 2026 insurers provider directories official Google ↗
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Arizona health insurance plans 2026 provider directory accuracy network directory Blue Cross Blue Shield Arizona UnitedHealthcare Aetna Cigna official provider search OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
CMS provider directory accuracy audits Medicare Advantage 2024 2025 directory inaccuracies secret shopper OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Arizona marketplace health plans 2026 insurers provider directories official OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |