Healthcare contact data enrichment
Healthcare Data Enrichment & Appending Services
Already have a healthcare contact list but missing important information?
HCPContacts matches your existing records against available healthcare professional and company data, and adds what is missing: business emails, phone numbers, job titles, specialties, practice details, NPI numbers and other available fields.
Send us a physician list, a hospital database, a CRM export or medical practice records. We review your requirements and tell you which enrichment options are available for your file.
The basics
What Is Healthcare Data Enrichment?
Healthcare data enrichment is adding missing or updated information to healthcare contact or company records you already have.
It turns a list you can only look at into one you can use: records you can route to the right sales rep, segment by specialty, reach by email or phone, or match to the rest of your systems. That helps with B2B marketing, sales, recruitment and keeping a database in order.
- Physician name
- Practice name
- State
- Business email
- Business phone
- Medical specialty
- NPI
- Practice website
Five terms that often get mixed up
- Data enrichment
- Adding new information to records you already have, such as a specialty or a website.
- Data appending
- Filling a specific missing field, such as a business email or phone number, by matching your record to reference data.
- Data verification
- Checking that the details you already have are still correct and usable.
- Data cleaning
- Fixing formatting, standardizing values and removing obvious errors.
- Deduplication
- Finding records that describe the same person or organization and merging or flagging them.
Services
Healthcare Data Enrichment Services We Offer
Each project starts with a review of your file. We confirm which of these we can deliver for it before any work or pricing is agreed.
Healthcare Email Appending
Add available business email addresses to existing healthcare contact records.
- Matched against name, organization and location
- Business addresses only, no personal email
- Unmatched records reported back
Healthcare Phone Number Appending
Add available business phone numbers and organization contact details.
- Direct or main business lines, where available
- Practice or facility switchboard numbers
- Phone type noted where known
Physician & HCP Profile Enrichment
Add available specialties, professional roles, practice details and identifiers such as NPI.
- Specialty and subspecialty
- Credentials and professional designation
- NPI number, where matched
Healthcare Company Data Enrichment
Append websites, facility categories, locations and other available organization attributes.
- Facility or practice type
- Website and address
- Health system affiliation, where known
Healthcare CRM Data Cleaning
Review records for missing fields, formatting problems, duplicates and likely outdated details.
- Duplicate detection
- Standardized names, titles and addresses
- Flags for records that look out of date
Healthcare Contact Verification
Check existing contact details. The checks used are agreed for each project and explained before work starts.
- Email checks before a campaign
- Role and organization checks
- Results returned per record
Not sure which service you need?
Tell us what your records look like and what you want to do with them. We suggest the right mix.
Fields
What Information Can Be Added to Your Healthcare Database?
The fields most often requested, grouped by type. What can be added to your file depends on matching and available data coverage.
| Data Category | Available Fields | Typical Use |
|---|---|---|
| Contact information | Reaching the right person directly | |
| Professional information | Segmenting by role and specialty, and matching to public registries | |
| Practice information | Account-level targeting and territory planning | |
| Healthcare facility information | Facility and account selection | |
| Company information | Sizing accounts and prioritizing outreach | |
| Technology information | Technology-based targeting and integration sales |
Example
See How Healthcare Data Enrichment Works
One illustrative record, before and after. The name and practice stay as you sent them; the missing fields are added where a confident match and data exist.
Which fields come back depends on match confidence and the data available for that record. A field that cannot be filled with confidence stays empty rather than being guessed.
See what your own records would look like
Ask for a sample match on a small part of your file, where feasible.
Who it is for
Who Needs Healthcare Data Enrichment?
Companies that already hold healthcare records and need them complete, current or matched to something else. Enrichment makes records usable; results still depend on how you use them.
| Business Type | Existing Data | Enrichment Need | Business Application |
|---|---|---|---|
| Medical device manufacturers | Trade show and sales rep contact lists | Business emails, specialties, facility details | Follow-up and territory planning |
| Healthcare software companies | CRM accounts and trial sign-ups | Job titles, practice size, EHR in use | Lead routing and account prioritization |
| Healthcare staffing agencies | Facility and hiring manager lists | Current titles, phones, facility type | Reaching the people who hire |
| Pharmaceutical companies | Prescriber or KOL lists with names and states | NPI, specialty, practice address | Matching professional records and segmenting by specialty |
| Healthcare marketing agencies | Client lists missing contact fields | Business emails and phones | Preparing B2B campaign audiences |
| Medical billing companies | Practice prospect lists | Practice administrator contacts, practice size | Outreach to the billing decision-maker |
| Healthcare recruiters | Candidate or employer records | Current organization, title, specialty | Keeping records current between searches |
| Healthcare consulting firms | Hospital and executive contact lists | Current titles and health system affiliation | Account mapping |
| Hospitals and health systems | Referring physician or vendor records | Specialty, NPI, practice details | Keeping internal directories accurate |
| Healthcare research companies | Professional panels and survey lists | Specialty, location, verification | Building and checking research samples |
Database types
Healthcare Databases We Can Help Enrich
Examples of database types that may be eligible for enrichment. Coverage for any one file is confirmed after review, not guaranteed by category.
Physician Databases
Names and practices missing specialty, NPI or contact details.
See the related HCPContacts data: Physician Databases →Nurse Databases
Nursing contacts missing titles, facilities or contact fields.
See the related HCPContacts data: Nurse Databases →Dentist Databases
Dental practice and dentist records needing practice details.
See the related HCPContacts data: Dentist Databases →Therapist Databases
Therapy professionals missing specialty or practice information.
See the related HCPContacts data: Therapist Databases →Hospital Databases
Hospital lists missing websites, system affiliation or bed counts.
See the related HCPContacts data: Hospital Databases →Medical Practice Databases
Practice records missing type, size or administrator contacts.
See the related HCPContacts data: Medical Practice Databases →Healthcare Executive Databases
Executive contacts with titles that may be out of date.
See the related HCPContacts data: Healthcare Executive Databases →Healthcare Facility Databases
Nursing homes, clinics and centers missing facility details.
See the related HCPContacts data: Healthcare Facility Databases →Healthcare Technology User Databases
Accounts where you want to know the EHR in use.
See the related HCPContacts data: Healthcare Technology User Databases →
Examples
Common Healthcare Data Enrichment Requests
Illustrative scenarios based on the kinds of requirements buyers describe. They are not customer case studies and show no results.
Append business emails to an existing healthcare list
A healthcare marketing company has 5,000 existing contacts but is missing business email addresses. It wants the records matched and available business emails added.
Enrich a physician database
A healthcare technology vendor has physician names and practice locations but needs specialties, NPI numbers and business contact details.
Update healthcare CRM records
A medical equipment supplier wants its hospital contacts reviewed for outdated job titles, duplicate records and missing company information.
Enrich nursing home facility records
A healthcare supplier has a list of nursing homes and wants facility addresses, bed counts, websites and available decision-maker details.
Add EHR technology information
A healthcare software company wants to know which of its existing medical practice accounts use a particular EHR product. This is offered only where usage can be independently verified.
Process
How Our Healthcare Data Enrichment Process Works
Five steps from your first message to the delivered file. Timing and match results are agreed per project once we have seen your file.
Share your requirements
Tell us what kind of healthcare database you have and which fields are missing.
Submit your data securely
We agree a secure way to transfer your file. Do not send records through the enquiry form.
Matching and availability review
We agree the matching criteria and check which fields are available for your records.
Sample and quote
Where feasible, we return a sample match or a match assessment, with scope and pricing.
Enriched database delivery
We deliver the agreed fields through an agreed secure method.
Start with step one
Describe your records in the form below. We reply and agree how to share the file securely.
Matching
How Healthcare Records Are Matched
Each of your records is compared with reference data using the identifiers it already has. These are the most useful ones to include:
Match results depend on the quality of the source file, the identifiers provided, and available reference data.
Exact matching
A unique identifier such as an NPI number, or an exact email or phone, ties your record to one reference record.
Multiple-field matching
Several fields that agree together, such as name, organization and city, support a match when no unique identifier exists.
Manual review
Records that are close but not certain can be reviewed by a person, where the project calls for it.
Unmatched records
Records that cannot be matched with confidence are returned unchanged and reported, not filled with a guess.
Duplicate records
Records that appear to describe the same person or organization are flagged so you can decide how to merge them.
Privacy
Healthcare Data Enrichment and Privacy
This service is for appropriately sourced healthcare professional and business contact information, not patient data.
No patient records
Do not send patient records or protected health information (PHI). Files should hold business contact details only.
No uploads through the website
There is no file upload on this page. We agree a secure transfer method with you before any file is shared.
Your basis for sharing
You need an appropriate basis to share your source records with us and to use the enriched data afterwards.
Public data is not consent
Public information such as NPI registry entries is not evidence that a professional has agreed to marketing.
Your obligations still apply
Consider the privacy, data protection and marketing rules that apply to your campaigns, including opt-out requests.
Ask us what you need
If your project has specific security or contract requirements, include them in your enquiry so we can review them first.
Data quality
Healthcare Contact Data Quality
HCPContacts' published figures describe the contact data we deliver. They are not a promise about how many of your records will match.
99%
Data accuracy
97%
Email deliverability
| Measure | What it tells you | What it does not tell you |
|---|---|---|
| Contact accuracy | Whether delivered contact details were correct when delivered. | How many of your records can be matched. |
| Email deliverability | Whether delivered emails could receive mail. | Campaign opens, replies or results. |
| Enrichment match rate | The share of your records that matched. Known only for your file, after review. | Anything about another customer's file. |
| Technology usage | That an organization's EHR was independently verified. | That a contact's email or phone is valid. |
Pricing
How Much Does Healthcare Data Enrichment Cost?
There is no fixed price list, because every file is different. The quote depends on:
- Number of source records
- Fields you want added
- How complex the matching is
- Available data coverage
- Verification requirements
- Delivery format and specifications
To get a quote, tell us
- What kind of records you have, for example physicians or hospitals
- Roughly how many records
- Which fields are already filled in
- Which fields you want added or checked
- Where the records are, for example U.S. states
Get started
Tell us about your records
We read every enquiry and reply by email to talk through your file, the fields you need and a secure way to share it. Prefer to talk first? Contact the data team.
- No file upload on this page
- Business contact records only
- Counts and pricing after review
Frequently Asked Questions
Healthcare data enrichment, matching and your data, answered briefly.
It is adding missing or updated information to healthcare contact or company records you already have, such as a business email, specialty, NPI number or practice website, by matching your records to reference data.
Email appending matches your existing healthcare contacts, usually by name, organization and location, and adds a business email address where one is available for that person.
Often, yes. We match your records and add business emails where they are available. Not every record will match, and the result depends on the details your file already includes.
Yes, where available. Business phone numbers for the professional or the practice or facility can be added to matched records.
Yes. An NPI number is one of the strongest identifiers for matching a U.S. professional. NPI registry data does not include email addresses, so emails come from separate business contact data.
Yes, where available for the matched record. Specialty and job title are among the most commonly requested fields.
Yes. Facility records can be enriched with details such as facility type, website, address, health system affiliation and, where verified, bed count, plus available decision-maker contacts.
We can review records for details that look out of date, such as a changed job title or organization, and return updated values where we have them.
We can flag records that appear to describe the same person or organization, so you can decide how to merge them.
Only where usage can be independently verified for that organization. Ask about the EHR you are interested in and we tell you what can be matched.
As much identifying detail as you have: full name, organization, city and state, and any NPI, website, email or phone already on the record. More identifiers usually mean more confident matches.
Unmatched records are returned unchanged and reported. We do not fill a field with a guess. Match results depend on the quality of the source file, the identifiers provided and available reference data.
Yes, where feasible. We can match a sample of your records or give a match assessment before you commit to the full file.
It depends on the number of records, the fields you want, how complex the matching is, available coverage and any verification you need. Send your requirements and we reply with a quote.
Do not upload files through this website. Before any file is shared, we agree a secure transfer method and how your records will be used, returned and deleted. Send business contact records only, never patient information.