Real ChatGPT answer · index seed1XgSngQ7ovocompleteHealth and wellness · doctors and providershowto

How do I search the National Provider Identifier registry to verify the board certification status and active licensing history of a surgeon before my upcoming referral authorization goes through?

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How do I search the National Provider Identifier registry to verify the board certification status and active licensing history of a surgeon before my upcoming referral authorization goes through?
2 real searches · 1 real-search pass
official verify physician board certification ABMS Certification Matters physician license state medical board lookup FSMB DocInfo New York physician profileGoogle ↗
OBSERVED
CMS NPI registry does not validate licensure board certification NPPES FAQGoogle ↗
OBSERVED

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.

Classifying 2 queries…

Searches and sources

ChatGPT2 real searches · gpt-6
official verify physician board certification ABMS Certification Matters physician license state medical board lookup FSMB DocInfo New York physician profile Google ↗
CMS NPI registry does not validate licensure board certification NPPES FAQ Google ↗
  1. Open NPI Registry · npiregistry.cms.hhs.gov
  2. Certification Matters – Find a board-certified physician · certificationmatters.org
  3. AOA official website · osteopathic.org
  4. Search professional license verification · op.nysed.gov
  5. Physician Profile website · nydoctorprofile.com
  6. Frequently Asked Questions for Physicians · op.nysed.gov
  7. Physicians · op.nysed.gov
  8. DocInfo – Physician license and disciplinary history · docinfo.org
  9. FSMB · production.fsmb.org
  10. Physician Data Center · fsmb.org
  11. NPPES NPI Registry · npiregistry.cms.hhs.gov

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
official verify physician board certification ABMS Certification Matters physician license state medical board lookup FSMB DocInfo New York physician profile
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
CMS NPI registry does not validate licensure board certification NPPES FAQ
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1