CRM migration
Field-level mapping, validation, and rollback between Dialytica - Marketing Automation Platform and Mailchimp. We move data and schema; workflows are rebuilt natively in Mailchimp.
Dialytica - Marketing Automation Platform
Source
Mailchimp
Destination
Compatibility
6 of 9
objects map 1:1 between Dialytica - Marketing Automation Platform and Mailchimp.
Complexity
BStandard
Timeline
2-4 weeks
Overview
Moving from Dialytica to Mailchimp is a platform-family migration from a call-center operations tool to an email and SMS marketing platform. The migration scope is narrower than a CRM-to-CRM move because Dialytica's core objects—Call Campaigns, Call Records, QA Reviews, and Agent Schedules—have no structural equivalent in Mailchimp. We migrate what aligns: Contacts (with phone and email preserved), SMS Campaigns (mapped to Mailchimp audience tags for campaign attribution), SMS Activities (as individual contact events), SMS Templates (as Mailchimp SMS templates), and User records (as tags for agent attribution on activity history). We do not migrate Call Campaigns, Call Records, QA scorecards, Scripts, Dial Plans, Payments, or Agent Schedules because these represent call-center operations logic that does not translate to Mailchimp's marketing data model. Mailchimp's documented REST API (with 2.0 and 3.0 versions) handles the import, and we use tag-based segmentation to reconstruct which Dialytica campaign drove each contact's SMS activity.
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 Dialytica - Marketing Automation Platform 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.
Dialytica - Marketing Automation Platform
Contact
Mailchimp
Contact (Subscriber)
1:1Dialytica Contacts map directly to Mailchimp Contacts as subscribers within an Audience. We map the contact name (first_name, last_name), primary email address, and phone number. Custom fields on Dialytica Contacts migrate as Mailchimp merge fields. Phone numbers are critical because Dialytica Contacts with SMS campaign assignments need the phone field populated for Mailchimp SMS delivery. We apply a pre-import deduplication check on email address and phone to prevent duplicate subscribers in the destination Audience.
Dialytica - Marketing Automation Platform
SMS Campaign
Mailchimp
Campaign (tagged)
lossyDialytica SMS Campaigns map to Mailchimp Campaigns with the original campaign name preserved in the campaign title. We create Mailchimp campaigns in a paused state during migration and apply a tag matching the Dialytica campaign name to every contact that was assigned to that campaign. This tag-based attribution preserves which Dialytica campaign drove each contact's enrollment, enabling segmentation and reporting in Mailchimp without replicating Dialytica's campaign assignment logic.
Dialytica - Marketing Automation Platform
SMS Activity
Mailchimp
Contact Activity Event
1:manyDialytica SMS Activities record individual message events: message body, delivery status, timestamp, and contact reference. We map these as contact-level activity records in Mailchimp, using tags (e.g., sms_delivered_2024-03-15) to preserve event-level history that Mailchimp does not store as discrete objects. We cannot create individual activity records in Mailchimp's standard object model, so the tag-based event log serves as the proxy for contact-level SMS history.
Dialytica - Marketing Automation Platform
SMS Template
Mailchimp
SMS Template
1:1Dialytica SMS Templates with body text and merge field placeholders map directly to Mailchimp SMS templates. We preserve the template body, variable names, and placeholder structure so that Mailchimp's personalization tokens can be mapped during campaign setup. Template metadata (creation date, last modified) migrates as custom fields on the Mailchimp template record.
Dialytica - Marketing Automation Platform
User / Agent
Mailchimp
Contact Tag (agent attribution)
lossyDialytica Agent records (name, email, role) cannot map to Mailchimp users because Mailchimp does not have a user object for agents. We preserve agent attribution by creating contact tags in the format agent_[agent_name] on each contact that has a recorded call or SMS interaction with that agent. This allows the customer's team to see which agent handled which contact without a native agent management module in Mailchimp.
Dialytica - Marketing Automation Platform
Payments
Mailchimp
Not migrated
1:1Dialytica Payments track transaction records associated with campaigns or contacts. Mailchimp does not have a payments or transactions object. We extract payment records as a CSV export and deliver it alongside the migration, noting that the customer may attach this as a supplementary data file or import it to a separate financial tool. Payment data does not connect to Mailchimp's contact or campaign model.
Dialytica - Marketing Automation Platform
Call Campaign
Mailchimp
Not migrated
1:1Dialytica Call Campaigns are distinct from SMS Campaigns and contain dialing configurations, IVR logic, and call scripts. Mailchimp is an email and SMS platform with no outbound dialing capability, so Call Campaigns have no structural equivalent. We document the call campaign names, schedules, and contact assignments as a written inventory for the customer's operations team to evaluate whether a separate dialer tool (e.g., a CRM with built-in dialer, or a dedicated dialer platform) is needed post-migration.
Dialytica - Marketing Automation Platform
Call Record
Mailchimp
Not migrated
1:1Dialytica Call Records store duration, disposition, agent assignment, recording URL, and AI-evaluated metadata. Mailchimp does not support call records as a data object. We export call records as a CSV file with all available fields and deliver it as a supplementary data archive. The recording URLs are preserved as links within the CSV, but Mailchimp cannot display or play back call recordings within its interface. This data loss is disclosed upfront during scoping.
Dialytica - Marketing Automation Platform
QA Review
Mailchimp
Not migrated
1:1Dialytica QA Reviews store supervisor evaluations tied to specific call records with scorecard criteria and free-text notes. Mailchimp has no quality assurance module or call review capability. We export QA Reviews as a structured CSV with review criteria, scores, agent names, and timestamps. This data serves as an audit record but cannot be reconstructed within Mailchimp's marketing data model. The customer may retain this data for compliance or HR purposes separately from the marketing platform.
| Dialytica - Marketing Automation Platform | Mailchimp | Compatibility | |
|---|---|---|---|
| Contact | Contact (Subscriber)1:1 | Fully supported | |
| SMS Campaign | Campaign (tagged)lossy | Fully supported | |
| SMS Activity | Contact Activity Event1:many | Fully supported | |
| SMS Template | SMS Template1:1 | Fully supported | |
| User / Agent | Contact Tag (agent attribution)lossy | Fully supported | |
| Payments | Not migrated1:1 | Mapping required | |
| Call Campaign | Not migrated1:1 | Fully supported | |
| Call Record | Not migrated1:1 | Fully supported | |
| QA Review | Not migrated1:1 | 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.
Dialytica - Marketing Automation Platform gotchas
No publicly documented API endpoint reference
AI-generated campaign rules do not export cleanly
SMS and Call data are separate campaign objects
Single G2 review limits independent evaluation
Pricing not publicly published
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
Discovery and export path assessment
We audit the Dialytica account for available export interfaces: admin panel CSV downloads, any undocumented API endpoints we can test, direct database access if offered, or manual export guidance. We also inventory the contact record count, SMS campaign count, SMS activity volume, SMS template count, agent count, and any custom fields defined on Contacts. This discovery output determines whether the migration uses automated export or manual CSV extraction, which directly affects timeline and price. We deliver a written migration scope document that itemizes every object, its export feasibility, and the recommended path.
Phone number normalization and deduplication
We extract all Dialytica contact phone numbers and apply E.164 formatting with country code detection. Numbers that cannot be normalized are flagged in a reconciliation report for the customer's team to correct before import. We run email deduplication against the target Mailchimp audience if contacts already exist there. The normalized contact file becomes the canonical input for the Mailchimp API import.
Campaign attribution model and tag strategy
We design the Mailchimp tag taxonomy that will represent Dialytica campaign history. Each Dialytica SMS Campaign gets a corresponding Mailchimp tag in the format campaign_[campaign_name]. Each Dialytica Contact with SMS Activity history gets tagged with the relevant campaign tags plus event-level tags for deliverability status and date. Agent attribution tags follow the agent_[agent_name] format. This tag strategy is documented in the migration workbook and reviewed with the customer before the Mailchimp import begins.
SMS template import via Mailchimp API
We import Dialytica SMS Templates to Mailchimp using the Mailchimp Marketing API (POST /sms-campaigns with template body). Merge field placeholders are preserved as Mailchimp personalization tokens and mapped to the corresponding contact merge fields. Templates are imported in a paused state so the customer can review and activate them with the correct audience mapping before sending.
Contact and campaign import via Mailchimp API with parallel-run validation
We import Contacts using the Mailchimp Marketing API (POST /lists/{list_id}/members) with batch processing and exponential backoff to respect rate limits. Each contact receives its campaign attribution tags and agent tags as part of the import payload. After the initial batch (typically 1,000-5,000 records depending on list size), we run a reconciliation check comparing Dialytica contact count against Mailchimp subscriber count and error log. The customer reviews the reconciliation report before the full import proceeds.
SMS activity event tagging and archival export delivery
We process the Dialytica SMS Activity export file and apply event-level tags to each contact in Mailchimp. Each tag encodes the event status (delivered, sent, failed, replied) and date for auditability. We deliver the full SMS Activity CSV, Call Record CSV, QA Review CSV, and Call Campaign inventory document as supplementary archival exports. The customer receives these as reference files, not as Mailchimp-native records.
Cutover, validation, and inventory handoff
We freeze Dialytica write access during the final 48-hour cutover window, run a delta import for any contacts or activities added during migration, and mark Mailchimp campaigns as active. We deliver the migration workbook containing the object mapping, tag taxonomy, deduplication log, error report, and archival CSV files. We support a three-day hypercare window for reconciliation questions. We do not rebuild Dialytica Call Campaigns, QA workflows, or agent management processes in Mailchimp because these represent call-center operations outside Mailchimp's scope; we document them for the customer's operations team to address with a dedicated dialer or call-center platform.
Platform deep dives
Dialytica - Marketing Automation Platform
Source
Strengths
Weaknesses
Mailchimp
Destination
Strengths
Weaknesses
Complexity grading
Standard CRM migration. All 8 core objects map 1:1 between Dialytica - Marketing Automation Platform and Mailchimp.
Overall complexity
Standard migration
Derived from compatibility, mapping clarity, API constraints, and data volume across Dialytica - Marketing Automation Platform and Mailchimp.
Object compatibility
All 8 core objects map 1:1 between Dialytica - Marketing Automation Platform and Mailchimp.
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
Dialytica - Marketing Automation Platform: Not publicly documented.
Data volume sensitivity
Dialytica - Marketing Automation Platform 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
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