Real ChatGPT answer · index seed2ijCAx8syWIcompleteHealth and wellness · doctors and providerscommercial

I want to try a holistic medical practitioner for my joint pain, but how do I know if they are actually legitimate doctors or just wellness coaches?

ChatGPTgpt-62 queries10/30/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
I want to try a holistic medical practitioner for my joint pain, but how do I know if they are actually legitimate doctors or just wellness coaches?
2 real searches · 1 real-search pass
New Mexico Medical Board physician license lookup official verify physician license; New Mexico naturopathic doctor licensing board official scopeGoogle ↗
OBSERVEDReason
FSMB physician license verification official physician credentials; NCCIH complementary integrative health practitioner credentialsGoogle ↗
OBSERVEDShort fact

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 fact50%Other / navigationalComparisonConsequenceReason50%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
New Mexico Medical Board physician license lookup official verify physician license; New Mexico naturopathic doctor licensing board official scope Google ↗
FSMB physician license verification official physician credentials; NCCIH complementary integrative health practitioner credentials Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
New Mexico Medical Board physician license lookup official verify physician license; New Mexico naturopathic doctor licensing board official scope
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
FSMB physician license verification official physician credentials; NCCIH complementary integrative health practitioner credentials
OBSERVED
Google ↗
AI Mode ↗
—Short fact——1x
of 1