Data / Coverage

All 50 states. Down to the suite number.

The product is built for the United States, including DC. A suite is stored when a source has it. Coverage is three different denominators, and we do not collapse them into one rate.

A schematic of the country, including Alaska and Hawaii. Dots are not practice counts, and the accent marks are composition, not density.

What coverage means

01

Registry coverage

Locations we can form from public clinician and practice-address sources. This is the wide denominator.

02

Website coverage

Locations whose own site passed the identity check. A location can be real and still have no resolved site.

03

Contact coverage

Matched sites where a published email, form, or extra phone was actually on the page. This is the narrowest of the three.

Specialties

Start from the market you sell to.

Dental

Independent offices and DSOs live in the same market and need different records. The location stays the unit. The group is a field on it, not a substitute for it.

Physical therapy

PT groups open satellite clinics faster than the directories notice. The record is the clinic, with the therapists and the group attached.

Chiropractic

Most chiropractic offices are small, and many are a single clinician. The registry row is not the business. The location record is.

Optometry

An optometry practice can be a single OD office or one lane inside a larger brand. The record follows the location that sees patients.

Primary care

Family medicine and internal medicine are the front door of a lot of healthtech. The useful record is the office, not the health system it may sit near.

Pediatrics

Pediatric groups are local, and the thing a vendor needs is the office that parents actually call.

Dermatology

Dermatology groups add physicians and sites in public. The record lets you see the office, the group, and the team without treating a brand site as every location.

OB-GYN

Many OB-GYN offices are employed, many are not, and the website is often the only place that says which. We store the claim with its source, or we store unknown.

Podiatry

Podiatry is a market of small offices with a specific credential. A clinician file makes you rebuild the office yourself. This record is the office.

Behavioral health

Group practices publish a team, a city, and an intake form. That is the business record. Nothing about a patient belongs in it.

Orthopedics

Orthopedic groups are multi-site, multi-physician, and often loud about it on their own websites. The work is keeping each clinic a record.

Refresh

How often a source moves.

SourceCadenceWhat it contributes
NPPES (NPI registry)WeeklyNew, moved, and deactivated clinicians
CMS Medicare clinician dataMonthlySpecialty, practice address, affiliation clues
Open places dataEach releaseLocation candidates that share a phone and ZIP
Practice websiteOngoingIdentity check, then a re-read when the page changes
A change event is emitted when a tracked field changes. A quiet interval is not proof of stability.

Start with one practice. Scale to all of them.

Get a key, read a record, and widen the query when the shape is right.