CRM migration
Field-level mapping, validation, and rollback between Pure Chart and Mailchimp. We move data and schema; workflows are rebuilt natively in Mailchimp.
Pure Chart
Source
Mailchimp
Destination
Compatibility
10 of 10
objects map 1:1 between Pure Chart and Mailchimp.
Complexity
BStandard
Timeline
48–72 hours
Overview
Pure Chart stores contacts, companies, custom properties, engagement scores, tags, and campaign activity in a flat or lightly nested data model. Mailchimp uses audiences as the container for all subscriber data, merge fields for custom properties, and a tag-based taxonomy for segmentation. The migration carries contacts and their full property set into Mailchimp subscribers, maps Pure Chart custom fields to Mailchimp merge fields, and applies tags to preserve segment membership. We surface campaign history and engagement scores as merge fields so you retain reference data even though Mailchimp only displays engagement going forward. Workflows and automations do not migrate — they must be rebuilt in Mailchimp Customer Journeys or a third-party tool. We export Pure Chart workflow definitions as a rebuild reference before cutover. The mechanism is API-based read from Pure Chart and API/Bulk import into Mailchimp, with scoped credentials on both sides and a delta-pickup window capturing records created or modified during the cutover window.
Every standard and custom field arrives verified.
AI proposes the map; you confirm before any record moves.
Parent–child, lookups, and ownership stay linked.
Calls, emails, meetings — with original timestamps.
Documents, uploads, and inline notes move with the record.
Why teams make this switch
Leaving
What's pushing teams away
Choosing
What's pulling them in
Object mapping
Each row shows how a Pure Chart 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.
Pure Chart
Contact / Subscriber
Mailchimp
Subscriber in Audience
1:1Pure Chart contacts map directly to Mailchimp subscribers. Every contact property becomes either a native Mailchimp field or a merge field. The email address is the primary key — Mailchimp deduplicates by email on import, keeping the most recently updated record.
Pure Chart
Company / Account
Mailchimp
Merge Fields (COMPANY, INDUSTRY, WEBSITE)
1:1Mailchimp has no standalone company object. Pure Chart company data (name, industry, website, employee count) maps to merge fields on the subscriber record. Multiple contacts from the same company each carry the company data as individual merge field values. If you need to query company-level aggregates, you can use external reporting tools that join on the company name stored in the merge field.
Pure Chart
Custom Property
Mailchimp
Merge Field
1:1Every Pure Chart custom contact property becomes a Mailchimp merge field. We match Pure Chart property types to Mailchimp field types: text to text, number to number, date to date, phone to phone. Array or nested JSON values are flattened to pipe-delimited text with a warning note in the migration plan.
Pure Chart
Tag / Label
Mailchimp
Tag
1:1Pure Chart tags map 1:1 to Mailchimp tags. Tags are applied directly during the contact import. Mailchimp tags are additive — if a contact has five tags in Pure Chart, all five are applied in Mailchimp. No tag limit applies on Mailchimp's side.
Pure Chart
Segment / Saved Filter
Mailchimp
Segment
1:1Pure Chart segments (saved filter combinations) are translated into Mailchimp segment conditions. Each segment's filter logic — property conditions combined with tag logic — is recreated as a Mailchimp Saved Segment. You review and approve the segment mapping before the migration run.
Pure Chart
Campaign Send History
Mailchimp
Campaign Record (metadata) + Merge Fields (historical metrics)
1:1Pure Chart campaign names, subjects, and send dates are mapped to Mailchimp campaign records for reference. Aggregate open and click rates from Pure Chart are stored as merge fields (LAST_OPEN_DATE, HISTORICAL_CLICK_RATE) so the data is visible on each subscriber record even though Mailchimp's own reporting starts post-migration.
Pure Chart
Engagement Score / Activity
Mailchimp
Merge Fields (engagement history) + Post-migration tracking
1:1Pure Chart engagement scores (open count, click count, last activity date) are stored as custom merge fields on each subscriber. Mailchimp tracks opens and clicks natively from migration day forward; pre-migration engagement history is preserved in merge fields so your team can reference it in filters or conditional content.
Pure Chart
Workflow / Automation
Mailchimp
No equivalent — export for rebuild
1:1Pure Chart workflow definitions (triggers, conditions, time delays, actions) have no Mailchimp equivalent. We export the full workflow definition as a JSON reference file before migration. Your Mailchimp admin rebuilds triggers using Customer Journeys or a third-party automation tool (Zapier, Make).
Pure Chart
Email Template
Mailchimp
Template
1:1Pure Chart email templates migrate as Mailchimp templates. HTML-based templates copy directly; drag-and-drop templates are recreated as Mailchimp Builder templates using the layout and content as a guide. Images are re-hosted to Mailchimp's content delivery network. You will receive a template mapping document listing each original Pure Chart template alongside its Mailchimp counterpart so your design team can verify layout fidelity and update links if needed.
Pure Chart
Unsubscribe / Bounce Record
Mailchimp
Suppressed Subscriber
1:1Pure Chart unsubscribes and bounces are imported into Mailchimp as suppressed (unsubscribed) contacts before any campaign sends. This is mandatory — failing to suppress before the first send damages sender reputation and deliverability. We run this import as Step 1 of the migration.
| Pure Chart | Mailchimp | Compatibility | |
|---|---|---|---|
| Contact / Subscriber | Subscriber in Audience1:1 | Fully supported | |
| Company / Account | Merge Fields (COMPANY, INDUSTRY, WEBSITE)1:1 | Fully supported | |
| Custom Property | Merge Field1:1 | Fully supported | |
| Tag / Label | Tag1:1 | Fully supported | |
| Segment / Saved Filter | Segment1:1 | Fully supported | |
| Campaign Send History | Campaign Record (metadata) + Merge Fields (historical metrics)1:1 | Fully supported | |
| Engagement Score / Activity | Merge Fields (engagement history) + Post-migration tracking1:1 | Fully supported | |
| Workflow / Automation | No equivalent — export for rebuild1:1 | Fully supported | |
| Email Template | Template1:1 | Fully supported | |
| Unsubscribe / Bounce Record | Suppressed Subscriber1:1 | Fully supported |
Gotchas + challenges
Platform-specific issues from each side, plus the pair-specific challenges that don't show up on either platform's page on its own.
Pure Chart gotchas
Pricing stacks per office plus per user — model the full bill before committing
AI tools may be add-ons rather than baseline
No public API documentation
Mailchimp gotchas
Contact count includes unsubscribed and non-subscribed records
Automation workflows cannot be exported
Account suspensions trigger silently during migration
Template HTML is Mailchimp-specific and may not render in other platforms
E-commerce data requires active store connection
Pair-specific challenges
Migration approach
Export Pure Chart contacts and suppressions via API
FlitStack AI connects to Pure Chart using scoped read credentials and exports all contacts, their properties (standard and custom), company data, tags, and engagement scores. Simultaneously, we export the full suppression list — every unsubscribed and bounced address — as a separate file. This export runs before any Mailchimp-side work begins so we have a clean snapshot of Pure Chart's current state. We validate record counts and field coverage against the export summary before proceeding.
Create Mailchimp audience and merge field schema
Before contacts are written, we create the Mailchimp audience and define all merge fields to match the exported Pure Chart property set. We type-match every field: text properties to text merge fields, numbers to number merge fields, dates to date merge fields. For array-type or nested fields, we create a text fallback and document the flattening logic. Merge fields that exceed Mailchimp's 40-per-audience limit are flagged with a consolidation recommendation before the migration runs.
Run suppression import first, then sample migration with diff
The suppression list (unsubscribes and bounces) is imported as Step 1 of the Mailchimp write pipeline so every suppressed address is registered before any active subscriber arrives. Then we run a sample migration of 200–500 contacts covering a representative cross-section of merge fields, tag distributions, and engagement states. We generate a field-level diff comparing the Pure Chart export against what landed in Mailchimp. You review and approve the diff output before the full run commits.
Full migration run with delta-pickup window
All contacts, tags, segment membership, and custom properties are written to Mailchimp in the approved schema. Engagement history from Pure Chart is applied as merge fields on each subscriber record. Campaign send history is preserved in the export reference file and documented in the migration summary. A 24–48 hour delta-pickup window runs after the full import, capturing any Pure Chart contacts created or modified during the cutover period so Mailchimp reflects the final state at go-live.
Validate subscriber counts, suppression coverage, and tag application
After the delta pickup, we run a reconciliation report comparing Pure Chart record counts by status (subscribed, unsubscribed, bounced) against Mailchimp audience counts. We verify tag application rates — what percentage of contacts received their expected tags — and spot-check merge field population on a random sample of records. We deliver the full migration audit log, the Pure Chart workflow JSON export, and a segment-mapping reference document for your Mailchimp admin.
Platform deep dives
Pure Chart
Source
Strengths
Weaknesses
Mailchimp
Destination
Strengths
Weaknesses
Complexity grading
Standard CRM migration. 1 of 8 objects need a mapping; the rest are 1:1.
Overall complexity
Standard migration
Derived from compatibility, mapping clarity, API constraints, and data volume across Pure Chart and Mailchimp.
Object compatibility
1 of 8 objects need a mapping; the rest are 1:1.
Field mapping clarity
Field mapping is derived from defaults — final spec confirmed during the sample migration.
Timeline complexity
8-object category — typical timelines run 2–7 days end-to-end.
API constraints
Pure Chart: Not publicly documented — typical SaaS limits assumed and confirmed during scoping.
Data volume sensitivity
Pure Chart doesn't expose a bulk API — REST + parallelization used for high-volume runs.
Estimator
Rule-based pricing — no per-record fees, no manual quotes. Migrations over 2M records are scoped individually.
Step 1
Pick a category, then your source and destination platforms.
Category
FAQ
Answers to the questions buyers ask most during Pure Chart to Mailchimp migration scoping. Not seeing yours? Book a call.
Walk through your Pure Chart to Mailchimp migration with a real engineer — 30 minutes, free, written quote within 24 hours.
Book a free 30 minute consultationAdjacent paths
Other ways to leave Pure Chart
Other ways to arrive at Mailchimp
Ready when you are
Tell us record counts and timeline. We'll come back with a written quote inside 1 business day — no commitment, no sales pitch.