CRM migration
Field-level mapping, validation, and rollback between Capsule CRM and Mailchimp. We move data and schema; workflows are rebuilt natively in Mailchimp.
Capsule CRM
Source
Mailchimp
Destination
Compatibility
8 of 9
objects map 1:1 between Capsule CRM and Mailchimp.
Complexity
BStandard
Timeline
1-3 weeks
Overview
Moving from Capsule CRM to Mailchimp is a shape-changing migration: Capsule stores contacts, organisations, sales opportunities, cases, projects, activities, and tags in one database; Mailchimp stores contacts grouped into Audiences with merge tags and email campaign history. The only shared semantic layer is the contact record with its tags and custom fields. We extract Capsule Parties (Contacts and Organisations), resolve custom field definitions from Capsule's field-definition API before mapping values, translate Capsule tags to Mailchimp Groups, and import into a Mailchimp Audience using the Mailchimp API with batch chunking and dedupe-by-email. Opportunities, Cases, Projects, Activities (calls, meetings, notes), and historical timestamps do not have Mailchimp equivalents and cannot be migrated. Capsule's native Mailchimp integration already maps tags to groups and custom fields to merge tags, which means many teams have already established this translation layer inside Capsule; we carry that mapping forward during extraction.
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 Capsule CRM 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.
Capsule CRM
Party (Contact)
Mailchimp
Audience Member
1:1Capsule Party records of type person map directly to Mailchimp Audience Members by email address as the dedupe key. First name, last name, email address, phone number, and title migrate to standard Mailchimp member fields. We validate that every Capsule Contact has a non-role-based email address (Mailchimp rejects admin@, support@, info@, and similar role-based addresses) and flag any Contact without a valid email as a skipped record with a remediation report. Organisation-linked contacts carry the parent Organisation name in the COMPANY merge tag.
Capsule CRM
Party (Organisation)
Mailchimp
Merge Tag (COMPANY)
1:1Capsule Organisation records map to the COMPANY merge tag on each linked Contact's Mailchimp record. Mailchimp does not have a native Organisation or Account object; organisational context is flattened into the per-contact company field. We resolve the Organisation reference on each Capsule Contact before import, populate the COMPANY merge tag, and flag any Organisation that appears on more than 100 Contacts as a high-frequency company name to flag during segmentation setup.
Capsule CRM
Tag
Mailchimp
Group
1:1Capsule Tags applied to Parties map directly to Mailchimp Groups within the target Audience. Capsule's integration documentation confirms that Tags correspond to Groups and that the tag-to-group mapping must be created in Mailchimp before contacts are imported for the mapping to apply automatically. We carry forward all Capsule tag names as Group names, creating the Groups in Mailchimp during pre-migration setup. Tags applied to Opportunities or Cases do not migrate because Mailchimp has no opportunity or case concept.
Capsule CRM
Custom Field (text, date, numeric)
Mailchimp
Merge Tag (text, date, number)
1:1Capsule custom fields of type text, date, and numeric map to Mailchimp merge tags of the corresponding type (text, date, number). We query Capsule's /fields/definitions endpoint for each entity type before extracting record data, resolve list field options for dropdown-type custom fields, and create equivalent merge tags in the target Mailchimp Audience before import. Checkbox fields have no Mailchimp equivalent and are recorded in the migration inventory as a skipped field. Partial address fields cannot be mapped to Mailchimp's complete address merge tag; we flag these and recommend that customers fill complete addresses in Capsule before migration or use a separate address enrichment step post-migration.
Capsule CRM
Custom Field (address)
Mailchimp
Merge Tag (ADDRESS)
lossyCapsule's address fields map to Mailchimp's complete ADDRESS merge tag, which requires all five components (addr1, addr2, city, state, postal code, country) to be populated or the field shows as blank in Mailchimp. We check each Capsule Contact's address completeness during extraction and flag contacts with incomplete addresses (missing state, country, or postal code) for remediation before import. Any address field that is partially filled in Capsule is preserved in the migration inventory but not set in Mailchimp until the customer completes it.
Capsule CRM
Opportunity
Mailchimp
No equivalent
1:1Capsule Opportunities (deals with pipeline, stage, probability, value, and owner) have no Mailchimp equivalent. Mailchimp's paid plans include a basic Deals feature for tracking email-linked revenue, but it is not a pipeline or opportunity object. We do not migrate Opportunities as records. We extract a written inventory of all active Opportunities with their stage, value, owner, and expected close date for the customer to manage in a separate tool or a spreadsheet post-migration.
Capsule CRM
Case
Mailchimp
No equivalent
1:1Capsule Cases track customer support or service issues linked to Parties. Mailchimp has no case or ticket object. Cases do not migrate. We extract a Case inventory (id, subject, status, priority, assignee, linked Party) as a written report for the customer's admin to evaluate for a helpdesk migration to a tool like Zendesk, HelpScout, or Front if support tracking is required.
Capsule CRM
Activity (email, call, meeting, note)
Mailchimp
No equivalent
1:1Capsule Activities log email interactions, calls, meetings, and notes against Parties with full timestamps. Mailchimp stores email campaign send history (delivery, open, click) but has no call log, meeting log, or general note object. Historical activity timestamps and body text cannot migrate. We extract a written inventory of all Capsule Activities per Contact with type, timestamp, direction, and body for the customer to review; no activity records are loaded into Mailchimp.
Capsule CRM
User / Team Member
Mailchimp
No equivalent
1:1Capsule Users are assigned as owners of Parties, Opportunities, Cases, and Tasks. Mailchimp does not have a team-member or user-assignment concept beyond audience-level admin roles. Owner assignments do not migrate. We include a User inventory as part of the migration documentation so the customer's admin can map Capsule owner names to Mailchimp admin roles if access control is required post-migration.
| Capsule CRM | Mailchimp | Compatibility | |
|---|---|---|---|
| Party (Contact) | Audience Member1:1 | Fully supported | |
| Party (Organisation) | Merge Tag (COMPANY)1:1 | Fully supported | |
| Tag | Group1:1 | Fully supported | |
| Custom Field (text, date, numeric) | Merge Tag (text, date, number)1:1 | Fully supported | |
| Custom Field (address) | Merge Tag (ADDRESS)lossy | Fully supported | |
| Opportunity | No equivalent1:1 | Fully supported | |
| Case | No equivalent1:1 | Fully supported | |
| Activity (email, call, meeting, note) | No equivalent1:1 | Fully supported | |
| User / Team Member | No equivalent1:1 | 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.
Capsule CRM gotchas
Capsule API rate limit is 4,000 requests per window
Free plan caps at 250 contacts and 2 users
Custom fields require separate field-definition API calls
Deleted records require a separate endpoint and are not returned in standard lists
Projects and Workflow Automations are gated by plan tier
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
Scoping and data audit
We audit the source Capsule account for plan tier, total contact and organisation count, distinct tag names, custom field definitions (via the /fields/definitions API), and any address data completeness. We also check for role-based email addresses and flag contacts with incomplete addresses. The scoping output is a written migration scope covering what migrates, what does not migrate, and what requires pre-migration remediation (email corrections, address completion, tag consolidation). We confirm the target Mailchimp Audience and plan tier before extraction begins.
Pre-migration remediation
We deliver two remediation lists to the customer before extraction: a list of Capsule Contacts with role-based email addresses that must be corrected or excluded, and a list of contacts with incomplete addresses. The customer's admin resolves these in Capsule or confirms exclusions. We do not begin extraction until the remediation lists are acknowledged and the source data is confirmed clean.
Mailchimp merge tag and group creation
Before any contact import, we create all merge tags in the target Mailchimp Audience that correspond to Capsule custom fields, matching field types (text, date, numeric, dropdown options, address). We also create all Groups in the target Audience corresponding to Capsule tag names. This step ensures that Mailchimp is ready to receive the full data payload and that any type mismatches are caught before contacts are loaded.
Capsule data extraction with rate-limit pacing
We extract Capsule Parties (Contacts and Organisations), Tags, and custom field values using the Capsule REST API with pagination and a one-request-per-second throttle to respect the 4,000-request rate limit. We resolve Organisation names for each Contact during extraction so that the COMPANY merge tag is populated correctly. We build a transform map from Capsule field IDs to Mailchimp merge tag IDs and apply the appropriate type casting for each field type before writing the import payload.
Mailchimp audience import
We import contacts into the target Mailchimp Audience using the Mailchimp API with batch operations (up to 500 members per batch) and exponential backoff on throttling responses. We use email address as the dedupe key so that re-imports of the same contact update rather than duplicate. Each batch emits a success and failure count, and failures (including role-based address rejections) are appended to the remediation report for customer resolution.
Tag assignment and validation
After all contacts are loaded, we assign each contact to the corresponding Mailchimp Group based on the Capsule tag inventory. We run a group membership validation against a sample of 50 records to confirm that tag-to-group translation worked correctly, then deliver the final migration report including total contacts migrated, contacts skipped (with reasons), tags mapped, merge tags populated, and any outstanding remediation items.
Platform deep dives
Capsule CRM
Source
Strengths
Weaknesses
Mailchimp
Destination
Strengths
Weaknesses
Complexity grading
Standard CRM migration. 2 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 Capsule CRM and Mailchimp.
Object compatibility
2 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
Capsule CRM: 4,000 requests per rate limit window; reset time in X-RateLimit-Reset header.
Data volume sensitivity
Capsule CRM 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.
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FAQ
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