Verified Injector Data Sources

Every claim on this site belongs to somebody. This page maps each field on a clinic record to the source it came from, and says plainly which fields do not exist yet.

Database last processed: September 29, 2026

Which fact comes from which source

Field	Source	Kind	Notes
Clinic identity: name, city, website	Overture Maps Places and Foursquare OS Places	Open business datasets	Used under CDLA-Permissive-2.0 and Apache 2.0. Not authoritative about what a business does.
Business type: med spa or physician practice	Verified Injector classifier, from the clinic website	Derived	Category data is a starting filter; what a business is gets decided by reading its own site.
Clinician name, credential and role	The clinic's own public website	Primary, quoted	Every name is a literal slice of the page we stored, with the URL and the date we read it.
Injector and medical director designation	The clinic's own public website	Primary, quoted	Populated only where the clinic connected that person to injecting or named them director. Never inferred from a credential.
Provider identity and specialty	National Plan and Provider Enumeration System (NPI Registry)	Federal register	Confirms identity and points at the right board. Its license numbers are self-reported at enrolment and are never the evidence.
License type, number, status and expiry	The state licensing board that issued it	State register	Quoted in the board's own status word, with the date the board published the file and the date we read it.
Board action disclosure	The state licensing board	State register	Shown where the board publishes it. Where a board does not, the record says so rather than reading as clean.
Verification status	Verified Injector	Derived, versioned	A pure function of the records above under a named ruleset version, recorded on every listing.
Check dates	Verified Injector	Recorded	Every claim carries the date it was read. A status without its date is a claim about now, which is not what we checked.
Treatments offered	Not yet extracted	Planned	The pipeline does not yet read treatment menus, so no record asserts that a clinic offers a treatment.

What we do not use

Other directories. Nothing here is copied from a competitor listing.
Purchased scraped data.
Ratings, reviews, or user-submitted reports about a clinic’s quality.
An adverse finding taken from a cached bulk file. It routes to a person for live confirmation rather than to a page.
Inference from a credential to a role. A clinic has to say it.

Coverage by state

A source only helps where the state publishes it. Which credentials can be checked in each market, and which cannot, is on license coverage.

Miami Area, FL: 823 med spas, 205 verified.
Phoenix-Scottsdale Area, AZ: 904 med spas, 129 verified.
Denver Area, CO: 782 med spas, 141 verified.
Tampa Bay Area, FL: 414 med spas, 94 verified.
Orlando Area, FL: 329 med spas, 48 verified.
Arizona, AZ: 233 med spas, 22 verified.
Colorado, CO: 94 med spas, 13 verified.
Florida, FL: 1,569 med spas, 393 verified.

Machine-readable records

Any clinic record is also available as JSON at /data/clinic/{slug}, with the same field names the page uses and the source and date on every claim, and each record page links to its own as “Machine-readable record”. The HTML page is the product; this is for a tool that would rather not parse one.

Field	What it holds
`verification_status`	verified, partially_verified, not_yet_verified or under_review. The page's words are Verified, Partly checked, Not yet checked.
`ruleset_version`	The verification ruleset that produced the status, for example v1-2026-09-01. Null where no check has run for this clinic, rather than a label.
`last_checked`	When the license records behind the status were read. Null where no check has run.
`clinicians[].check_state`	Where that clinician's license check landed: verified, not_matched, record_found_unconfirmed, register_not_held or not_checkable. Only verified is a match; none of the others is a finding about the person.
`clinicians[].check_reason`	For not_checkable and register_not_held, the license adapter's reason code, such as board_unknown or no_snapshot_held.
`clinicians[].title_claimed`	Dr where the clinic printed a doctor's title and no credential after the name, and null otherwise. Separate from credential_claimed, which is verbatim what the clinic printed and is null for such a name.
`clinicians[].credential_from_registry`	The credential the national NPI Registry holds, present only where the clinic printed a title alone and the registry settled on one physician of that name. A different claim from credential_claimed: the clinic said doctor, the registry said which kind.
`clinicians[].check_board`	The board that answered, or would have: for register_not_held, the board whose register we do not hold.
`clinicians[].credential_conflict`	Where the clinic's own website lists this clinician with a physician degree and a nurse or physician assistant credential: the two sides and the clinic's sentences, verbatim. Such a clinician is not verified (check_reason conflicting_credentials) unless state records confirm both licenses. Null otherwise.
`clinicians[].npi_checked_at`	When the NPI Registry was asked. The NPI confirms identity only, and a license result always comes from the state board.
`clinicians[].license`	Present only for a matched license: the board's own status word, number, expiry, the file we read, and registry_link with registry_link_kind (record for a page about this license, search for the board's search form).

The correction route is the same for both: report an error, free, and what counts as our error is defined rather than left to judgement.