CRM migration

Migrate from Practice by Numbers to Mailchimp

Field-level mapping, validation, and rollback between Practice by Numbers and Mailchimp. We move data and schema; workflows are rebuilt natively in Mailchimp.

Practice by Numbers logo

Practice by Numbers

Source

Mailchimp

Destination

Mailchimp logo

Compatibility

91%

10 of 11

objects map 1:1 between Practice by Numbers and Mailchimp.

Complexity

BStandard

Timeline

24–48 hours

Rollback included Accuracy guarantee Field-level validation

Overview

What this migration involves

Moving from Practice by Numbers to Mailchimp is a lateral move in one dimension and a leap in another. Practice by Numbers is a dental practice management platform — it stores patient records, treatment plans, appointments, clinical notes, and communication histories tied to a monthly subscription per provider. Mailchimp is an email marketing platform organized around audiences, contacts, tags, and campaigns. The migration carries everything Mailchimp can represent natively: patient contact information, addresses, and custom properties for dental data. The harder problems are mapping PbN's treatment plans and appointment timestamps to Mailchimp custom fields that cannot trigger native reminders, handling Mailchimp's audience-level contact deduplication rules that may merge contacts from shared household addresses, and getting practice-level custom properties (doctor, specialty, insurance carrier) into Mailchimp as properly typed custom fields before segments can use them. We sequence the migration as a CSV export from PbN → staging → Mailchimp bulk import, with a 24–48-hour delta window for any patient records modified during the cutover.

Field-level fidelity

Every standard and custom field arrives verified.

Schema-aware mapping

AI proposes the map; you confirm before any record moves.

Relationships preserved

Parent–child, lookups, and ownership stay linked.

Full activity history

Calls, emails, meetings — with original timestamps.

Attachments & notes

Documents, uploads, and inline notes move with the record.

Why teams make this switch

Two sides of the same decision

Leaving

Practice by Numbers logo

Practice by Numbers

What's pushing teams away

  • Limited public API documentation makes automated data extraction difficult, forcing practices to rely on manual CSV exports which restrict field selection and historical depth.
  • No free tier or low-cost entry point means the full feature set requires a significant commitment before the practice can validate fit with their specific workflow.
  • The breadth of features creates a steep onboarding curve, and some practices report that staff adoption lags during the first months after implementation.

Choosing

Mailchimp logo

Mailchimp

What's pulling them in

  • Generous free tier with up to 500 contacts allows small teams to validate email marketing before committing to a paid plan.
  • Intuitive drag-and-drop email builder and 130+ templates let non-technical users produce professional campaigns without HTML or CSS knowledge.
  • 300+ native integrations, especially Canva and Shopify, make it easy to connect existing tools without custom development work.
  • Detailed open-rate, click-through, and campaign analytics give small businesses actionable insights without a dedicated marketing team.
  • One-platform consolidation of email campaigns, automations, landing pages, and ads reduces tool sprawl for lean marketing teams.

Object mapping

How Practice by Numbers objects map to Mailchimp

Each row shows how a Practice by Numbers object lands in Mailchimp, including any object-level transformations, lookup resolution, or schema-design dependencies.

Typical mapping — final map is confirmed during the sample migration step.

Practice by Numbers

Patient Record

maps to

Mailchimp

Contact (Audience Member)

1:1
Fully supported

Each PbN patient record maps to one Mailchimp contact in your primary audience. PbN stores patients with a full name, email address, phone number, and mailing address. These map directly to Mailchimp's standard firstname, lastname, email, phone, and address fields. PbN patients without an email address cannot migrate — FlitStack surfaces these records before the migration runs so your team can collect addresses or flag them as unsubscribable.

Practice by Numbers

Treatment Plan

maps to

Mailchimp

Custom Properties (Treatment_History__c, Last_Treatment__c, Next_Appointment__c)

1:1
Fully supported

Mailchimp has no native treatment plan or clinical note object. We create Mailchimp custom merge fields (text and date types) to store the treatment history summary, last treatment date, and next scheduled procedure. These fields enable segmentation — for example, a segment for patients whose last treatment was more than six months ago for a recall campaign.

Practice by Numbers

Appointment / Recall Date

maps to

Mailchimp

Custom Property (Next_Appointment__c, Date type)

1:1
Fully supported

PbN appointment dates are preserved as Mailchimp custom date merge fields. These can be used in segmentation for time-based recall automations, but Mailchimp does not send automated appointment reminders — those require a separate scheduling integration or manual campaign triggering based on the date field.

Practice by Numbers

Provider / Doctor

maps to

Mailchimp

Custom Property (Assigned_Doctor__c, Text)

1:1
Fully supported

Mailchimp has no native provider assignment field. We map the PbN provider name to a text custom property so you can segment by which dentist or hygienist a patient typically sees. This is useful for targeted promotions such as 'Dr. Smith's patients' specialty offers.

Practice by Numbers

Insurance Carrier

maps to

Mailchimp

Custom Property (Insurance_Carrier__c, Text) or Tag

1:1
Fully supported

PbN insurance carrier data maps to a text custom property in Mailchimp. Alternatively, we can apply Mailchimp tags per carrier (e.g., tag 'Delta Dental' on all patients with that carrier) for more flexible segmentation without consuming a custom field slot.

Practice by Numbers

Patient Status / Active vs. Inactive

maps to

Mailchimp

Tag (Active_Patient, Inactive_Patient, Churned) or Custom Property

1:1
Fully supported

PbN active/inactive patient status becomes Mailchimp tags. Active patients receive the Active_Patient tag; patients who have not had an appointment in over 12 months receive the Inactive_Patient tag. This enables one-click filtering in Mailchimp for reactivation campaigns. Tag-based segmentation allows you to build audience segments for targeted email sends without creating complex custom field queries.

Practice by Numbers

Communication History (appointment reminders sent via PbN)

maps to

Mailchimp

Campaign Activity History

1:1
Fully supported

PbN's communication log — automated appointment reminders, recall emails, and treatment follow-up messages — does not map to any Mailchimp construct. Mailchimp stores campaign send history per contact, but PbN reminder sends are not present. We document the last reminder sent date as a custom field if PbN exposes it in the export.

Practice by Numbers

Forms / Intake Data

maps to

Mailchimp

Custom Properties

1:1
Fully supported

Patient intake form fields from PbN (e.g., medical history flags, referral source, preferred contact method) map to Mailchimp custom text or radio-button merge fields. The field type in Mailchimp must match the PbN data type — radio-button fields in PbN require value-mapping in Mailchimp.

Practice by Numbers

Practice / Location

maps to

Mailchimp

Custom Property (Practice_Name__c) or Mailchimp Audience (multi-location)

1:many
Fully supported

For single-location practices, the practice name becomes a custom property. For multi-location dental groups, we recommend one Mailchimp audience per practice location to keep contact counts and campaign targeting clean — this splits the PbN multi-location dataset into separate Mailchimp audiences rather than a single audience with a location filter.

Practice by Numbers

Payment / Billing History

maps to

Mailchimp

No equivalent in Mailchimp

1:1
Fully supported

PbN treatment plan billing data and payment history have no place in Mailchimp's contact model. We do not migrate billing records. If your team needs billing-related segmentation (e.g., 'patients with outstanding balances'), we create a custom property (Balance_Owing__c) as a text field — the actual financial data must stay in PbN or your billing system.

Practice by Numbers

PbN Patient ID

maps to

Mailchimp

Custom Property (PbN_Patient_ID__c, Text)

1:1
Fully supported

Mailchimp generates its own contact IDs and does not accept external ID values as the primary identifier. We store the PbN patient ID in a custom text property so your team can cross-reference records between systems during the migration verification period and for any future sync workflows.

Gotchas + challenges

What specifically takes care here

Platform-specific issues from each side, plus the pair-specific challenges that don't show up on either platform's page on its own.

Practice by Numbers logo

Practice by Numbers gotchas

High

No publicly documented API for automated migration

High

Dental EHR data is inherently messy during extraction

Medium

Goal management metrics require explicit field mapping

Mailchimp logo

Mailchimp gotchas

High

Contact count includes unsubscribed and non-subscribed records

High

Automation workflows cannot be exported

Medium

Account suspensions trigger silently during migration

Medium

Template HTML is Mailchimp-specific and may not render in other platforms

Medium

E-commerce data requires active store connection

Pair-specific challenges

  • Mailchimp merge-field type mismatch breaks date-based segmentation

    Mailchimp requires merge fields to have a declared type at creation — text, date, number, or address. Once a field is created as a text field, it cannot be changed to a date type without deleting all values and recreating the field, which causes data loss. FlitStack inspects every PbN custom field during the planning phase and creates Mailchimp fields with the correct type before migration data is loaded. Specifically, next_appointment_date and last_appointment_date are created as DATE-type merge fields so Mailchimp's relative date segment filters (e.g., 'NEXT_APPT is in the next 30 days') work correctly. If your PbN export mixes date and text values in the same column, we flag that column for cleansing before import.

  • Mailchimp's audience-level contact deduplication may merge household contacts unexpectedly

    Mailchimp deduplicates contacts by email address within each audience — if two PbN patient records share the same email (e.g., a parent and child registered under one family email account), Mailchimp merges them into a single contact at import. The merged contact retains the first record's values and loses the second. FlitStack detects duplicate email addresses during the PbN export review and presents your team with three options before migration: append a unique suffix to the second email address, tag both contacts with a 'household' label and keep one record, or suppress the duplicate entirely. This decision must be made before the bulk import because Mailchimp's merge happens at import time and cannot be undone without deleting the contact.

  • Mailchimp's 30-custom-field limit constrains dental-specific data preservation

    Mailchimp's Standard plan caps custom merge fields at 30 per audience. A dental practice with treatment history, multiple recall dates, insurance details, referral sources, and clinical flags can exceed 30 custom fields quickly. FlitStack maps the highest-value fields for marketing segmentation first and stores overflow data in a single JSON-formatted custom text field (Extra_Data__c) that can be parsed by your team or used in Mailchimp's personalization tokens. We flag any field that would push the audience over the 30-field limit before migration runs and present a prioritization ranking so your team can decide which fields appear as queryable merge tags versus stored-only data.

  • Mailchimp does not send automated appointment reminders — recall campaigns require manual setup

    PbN's core value for patients is automated appointment reminders via SMS and email tied to specific appointment timestamps. Mailchimp has no native appointment object and cannot trigger reminders based on a date stored in a custom merge field — there is no built-in mechanism equivalent to PbN's recall engine. After migration, your team must build Mailchimp automation journeys that use the NEXT_APPT__c custom date field as a segment trigger, which requires Mailchimp Standard or Premium plan access to multi-step automations. FlitStack exports the PbN appointment schedule as a planning document for rebuilding these automations in Mailchimp, but the automation logic itself must be configured within Mailchimp post-migration.

  • PbN's per-provider subscription means contact counts may differ after migration

    PbN counts patients per provider within a practice, and the same patient seen by multiple providers may appear multiple times in a PbN export depending on how the practice configured records. Mailchimp counts contacts uniquely by email address. A single patient with one email address who appears under two providers in PbN becomes one contact in Mailchimp. This is typically desirable (a patient should receive one recall email, not two), but it means the Mailchimp contact count will be lower than the PbN patient record count. FlitStack surfaces this discrepancy during the pre-migration data audit and resolves duplicates by keeping the record with the most recent appointment date.

Migration approach

Six steps for a successful Practice by Numbers to Mailchimp data migration

  1. Export and audit PbN patient records

    FlitStack connects to your PbN account and extracts the full patient contact export via CSV or API, including all standard fields (name, email, phone, address) and any custom fields your practice has configured (treatment plans, insurance, referral source, recall intervals). We run a pre-migration audit that flags duplicate email addresses, missing email addresses, and fields that will exceed Mailchimp's 30-merge-field limit. You receive a field-prioritization worksheet before any data moves so you can decide which custom fields get merge-tag treatment and which are stored as overflow JSON data.

  2. Create Mailchimp audience and merge fields

    Before contacts are loaded, FlitStack provisions the Mailchimp audience and creates every merge field with the correct type — DATE fields for appointment timestamps, NUMBER fields for recall intervals, TEXT fields for treatment summaries and doctor names, ADDRESS fields for mailing addresses. If your migration requires multiple Mailchimp audiences (one per practice location for multi-location groups), we create all audiences and define the audience-specific field configuration. This step also sets the Mailchimp default contact status and applies the unsubscribe status for any patients marked as unsubscribed in PbN.

  3. Run a sample import with field-level verification

    A representative slice of patient records — typically 100–500 contacts spanning a range of record types (active patients, inactive patients, patients with and without email addresses) — is imported into the Mailchimp audience first. FlitStack generates a field-level diff comparing source PbN values against the corresponding Mailchimp contact values so you can verify that date fields appear in correct format, text fields carry the right content, and duplicate email addresses were resolved according to your chosen strategy. You sign off on the sample diff before the full migration run commits.

  4. Execute full migration with delta-pickup window

    The full patient contact list is bulk-imported into Mailchimp. A delta-pickup window of 24–48 hours runs in parallel: any patient records created or modified in PbN during the import window are captured and loaded into Mailchimp after the initial batch completes. FlitStack generates an audit log of every record created, updated, or skipped, and provides a one-click rollback script that removes all migrated contacts from the Mailchimp audience if reconciliation reveals data integrity issues. After rollback is confirmed, the migration can be re-run with corrected field mappings.

  5. Deliver migration artifact package and rebuild reference

    FlitStack delivers a migration artifact package that includes the complete field-mapping specification, the pre-migration PbN audit report, the Mailchimp audience configuration summary, and the PbN workflow export as a rebuilding reference for your team. The workflow export lists every PbN automated sequence, its trigger conditions, and its cadence so your Mailchimp admin can recreate patient recall journeys as Mailchimp automation campaigns. This package also includes the PbN_Patient_ID__c cross-reference so your team can verify completeness against the original PbN export during the go-live reconciliation period.

Platform deep dives

Context on both ends of the pair

Practice by Numbers logo

Practice by Numbers

Source

Strengths

  • Bi-directional integration with major dental PMSs (Open Dental 15.4+, Dentrix, Dentrix Ascend, EagleSoft, Practice-Web) — PbN writes SMS, email, call and note activity back into the PMS CommLog so the PMS remains the system of record.
  • Dentist-founded product with a 9.8/10 G2 support rating and 99.99% advertised uptime — reviewers consistently call out responsive support and quick feature delivery.
  • Real-time Practice IQ dashboards cover production, collections, case acceptance, new-patient, hygiene reappointment and other dental KPIs that horizontal BI tools do not pre-build.
  • PbN Voice native phone system (call tracking, recording, analytics) plus payments, digital forms and insurance verification consolidate vendors small practices would otherwise stitch together.
  • Modular plan structure lets practices add Voice, Payments or specific modules incrementally rather than paying for everything in tier 1.

Weaknesses

  • Only the Core plan ($249/month) has publicly listed pricing — higher tiers (Flow, Scale, Thrive) require sales contact, complicating self-serve evaluation.
  • Reports are not customisable enough for some practices — granular per-practice metric configuration often requires support involvement.
  • Single-location practices report PbN can feel expensive relative to features they actually use — pricing is more competitive at multi-location and DSO scale.
  • Some digital-form and online-scheduling flows have reliability gaps — reviewers cite forms occasionally failing to send and patients struggling to open them.
  • PbN is a layer on top of the PMS, not the PMS itself — practices migrating need to plan PMS-side data extraction (Open Dental, Dentrix) in parallel.
Mailchimp logo

Mailchimp

Destination

Strengths

  • Free plan up to 500 contacts makes it the lowest-friction entry point for new email marketers.
  • Drag-and-drop builder and template library produce polished emails without design or coding skills.
  • Strong deliverability reputation backed by years of email infrastructure expertise.
  • 300+ native integrations cover the most common marketing stack combinations out of the box.
  • Consolidated platform for email, automation, landing pages, and ads reduces the number of tools small teams must manage.

Weaknesses

  • Contact-based pricing model charges for unsubscribed and non-subscribed records, inflating costs relative to competitors.
  • Five-step automation limit on Standard tier forces upgrades for basic customer journeys, a frequently cited frustration.
  • Template HTML is Mailchimp-specific and does not export cleanly for use in other email platforms.
  • Post-Intuit roadmap uncertainty means customers cannot confidently plan long-term platform investments.
  • Account suspension risk without clear pre-warning disrupts campaign scheduling for affected businesses.

Complexity grading

How hard is this migration?

Standard CRM migration. All 8 core objects map 1:1 between Practice by Numbers and Mailchimp.

B

Overall complexity

Standard migration

Derived from compatibility, mapping clarity, API constraints, and data volume across Practice by Numbers and Mailchimp.

  • Object compatibility

    A

    All 8 core objects map 1:1 between Practice by Numbers and Mailchimp.

  • Field mapping clarity

    C

    Field mapping is derived from defaults — final spec confirmed during the sample migration.

  • Timeline complexity

    B

    8-object category — typical timelines run 2–7 days end-to-end.

  • API constraints

    B

    Practice by Numbers: Not publicly documented.

  • Data volume sensitivity

    B

    Practice by Numbers doesn't expose a bulk API — REST + parallelization used for high-volume runs.

Estimator

Estimate your Practice by Numbers to Mailchimp migration cost

Rule-based pricing — no per-record fees, no manual quotes. Migrations over 2M records are scoped individually.

Step 1

What are you migrating?

Pick a category, then your source and destination platforms.

Category

FAQ

Frequently asked questions about Practice by Numbers to Mailchimp data migrations

Answers to the questions buyers ask most during Practice by Numbers to Mailchimp migration scoping. Not seeing yours? Book a call.

Can't find your answer?

Walk through your Practice by Numbers to Mailchimp migration with a real engineer — 30 minutes, free, written quote within 24 hours.

Book a free 30 minute consultation

Most PbN-to-Mailchimp migrations complete in 24–48 hours for fewer than 10,000 patient contacts. Larger lists or practices with more than 20 custom properties extend to 3–5 days. The longest step is the pre-migration field-prioritization worksheet where your team decides which PbN custom fields become Mailchimp merge tags versus overflow stored data — this decision drives how many Mailchimp merge fields need to be created before contacts can be loaded.

Adjacent paths

Related migrations to explore

Ready when you are

Move from Practice by Numbers.
Land in Mailchimp, intact.

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