Texas Best Docs methodology

How Texas Best Docs matches doctors

Our current matching layer explains why a doctor appears in your search using factual directory signals. It is not medical advice, a guarantee of quality, or an official clinical ranking.

Current signals

For this first release, search explanations use objective fields already available in the Texas Best Docs directory.

  • Specialty match: whether the doctor specialty or taxonomy matches your search term.
  • Name match: whether the doctor's name closely matches the search term.
  • Distance: how close the listed practice location is to the city, ZIP code, or location searched.
  • Texas verification: whether Texas physician overlay data confirms license, location, taxonomy, or demographic fields.
  • License and status: whether the profile shows an active Texas-facing license record and is not marked deactivated.
  • Experience: whether a graduation year supports an experience estimate.
  • Board action history: whether public disciplinary actions are on file for the provider.

Best fit before closest

Distance matters, but it is not the whole decision. Our launch experience is designed to start with specialty and fit, then use factual Texas verification signals to break ties before convenience alone.

  • Care fit first: specialty, taxonomy, or name relevance explain why a result appears.
  • Verified data next: Texas-backed license, location, experience, and status data help sort similar matches.
  • Travel after fit: distance remains visible so patients can weigh convenience and willingness to travel.

What we avoid

We do not label a doctor as clinically superior unless the supporting score, data source, and limitations are visible.

  • No paid placement in the visible match explanation.
  • No unsupported "best doctor" or "top doctor" claims.
  • No auto-published scraped photos or unreviewed profile images.
  • No diagnosis, treatment, or appointment recommendation.

How patients should use the site

  • Start with the specialty, care need, or doctor name that best matches what you need.
  • Use result-card explanations to understand why a profile appeared.
  • Save two to four doctors and compare them side by side before contacting an office.
  • Confirm insurance, scheduling, and urgent medical details directly with the provider office.

Data sources and limitations

Texas Best Docs combines imported public provider directory data, Texas physician directory records, public board-action records, provider-supplied updates, and administrator-reviewed enrichment data. Availability, insurance, credentials, and office details can change, so users should confirm important details with the provider office or public source before making care decisions.

Planned future signals include board certification, hospital affiliation quality context, insurance acceptance, accepting-new-patients status, languages, and other factual sources that can be audited and explained.

Verified Provider Signals v1

The verification summary shows how many factual profile fields Texas Best Docs has on file for a doctor. It is a transparency and completeness score, not a clinical quality score.

  • NPI: whether the profile includes a National Provider Identifier.
  • License: whether a license number and state are available from directory data.
  • Location: whether a practice address or distance from the searched location is available.
  • Photo: whether the profile has a reviewed non-placeholder photo.
  • Claimed profile: whether the provider or authorized representative has claimed the profile.
  • Freshness: whether the profile includes a last-refreshed date.

A higher verification count can make a profile easier to evaluate, but users should still confirm licensing, insurance, appointment availability, and urgent medical details with the provider office or public source.

See something wrong?

We want corrections to be easy. If a profile appears incomplete or inaccurate, contact Texas Best Docs so the record can be reviewed.

Request a correction