CRM migration

Migrate from Smarketing Cloud to Twenty CRM

Field-level mapping, validation, and rollback between Smarketing Cloud and Twenty CRM. We move data and schema; workflows are rebuilt natively in Twenty CRM.

Smarketing Cloud logo

Smarketing Cloud

Source

Twenty CRM

Destination

Twenty CRM logo

Compatibility

60%

6 of 10

objects map 1:1 between Smarketing Cloud and Twenty CRM.

Complexity

BStandard

Timeline

3-5 weeks

Rollback included Accuracy guarantee Field-level validation

Overview

What this migration involves

Moving from Smarketing Cloud to Twenty CRM is a migration where the source platform's lack of API documentation and proprietary export format define the entire approach. Smarketing Cloud does not publish a developer portal or bulk export API, so we build a custom ETL pipeline per migration, parsing Smarketing Cloud's export format and mapping it to Twenty's Company, People, and Opportunity objects. We preserve the Company-People linkage via foreign key resolution, map Pipeline stage names to Twenty's stage values agreed with the customer, and reconstruct Campaign membership as People-Company-Workspace relationships. We do not migrate Automation Workflows, Email Templates, or Campaign send histories as functional code — we deliver a written inventory of every automation requiring rebuild in Twenty's workflow builder and recommend recreating dynamic segments as Twenty's filter queries. Activity history migrates via Twenty's REST or GraphQL API with rate-limit handling and batch chunking.

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

Smarketing Cloud logo

Smarketing Cloud

What's pushing teams away

  • Teams outgrow the platform when data volumes increase — performance degrades during heavy campaign send periods and the infrastructure does not scale as cleanly as enterprise-grade alternatives.
  • Steep learning curve for non-technical users means ongoing training investment is required before teams become productive, especially for building complex automation workflows.
  • Hidden costs accumulate through add-on modules, per-contact pricing above plan limits, and implementation fees that are not disclosed in published pricing tiers.
  • Support responsiveness is inconsistent — some teams report delays when resolving configuration issues or API integration problems, particularly on lower-tier plans.
  • Limited third-party integrations compared to established platforms creates friction for teams using HubSpot, Salesforce, or ERP systems that require native connectors.

Choosing

Twenty CRM logo

Twenty CRM

What's pulling them in

  • Top open-source CRM on GitHub with 40.6K stars, giving teams full source code access and infrastructure ownership without per-feature licensing surprises.
  • Free self-hosting under AGPL-3.0 means unlimited users and custom objects for the cost of cloud infrastructure alone, typically $20–100/month.
  • Pricing page explicitly mocks competitors for charging add-on fees for API access, webhooks, and workflows — transparency that resonates with RevOps teams burned by Salesforce.
  • Unlimited custom objects and fields with no price impact, letting teams shape the data model to their business rather than forcing business into rigid schemas.
  • Modern TypeScript/React/PostgreSQL stack means developer-led teams can extend, self-host, or integrate without fighting legacy architecture.

Object mapping

How Smarketing Cloud objects map to Twenty CRM

Each row shows how a Smarketing Cloud object lands in Twenty CRM, including any object-level transformations, lookup resolution, or schema-design dependencies.

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

Smarketing Cloud

Contact

maps to

Twenty CRM

People

1:1
Fully supported

Smarketing Cloud Contacts map to Twenty People records. Standard fields (name, email, phone, lifecycle stage) migrate directly. Custom Contact properties in Smarketing Cloud's incremental custom property model require schema auditing during discovery — we map each to a Twenty custom field and flag any Smarketing Cloud properties without a clean Twenty equivalent for customer resolution before import. The email address is the dedupe key.

Smarketing Cloud

Company

maps to

Twenty CRM

Company

1:1
Fully supported

Smarketing Cloud Company profiles map to Twenty Company records. The Company-Contact linkage is preserved by exporting both objects and reconstructing the relationship via foreign key matching on the contact's company_id field. We resolve the Company reference at migration time so that People records are linked to the correct Company on insert.

Smarketing Cloud

Pipeline

maps to

Twenty CRM

Opportunity

lossy
Fully supported

Smarketing Cloud Pipelines and their stages map to Twenty Opportunity records grouped by workspace pipeline. Stage names and ordering vary per Smarketing Cloud account since teams configure them freely. We export the full stage sequence from Smarketing Cloud and remap to Twenty stage values agreed with the customer during scoping. The pipeline workspace association in Twenty is set at import time based on the Smarketing Cloud pipeline assignment.

Smarketing Cloud

Campaign

maps to

Twenty CRM

Workspace + People

lossy
Fully supported

Smarketing Cloud Campaign member lists map to People records with a workspace association or custom field indicating Campaign enrollment. Campaign enrollment history (which Contacts were enrolled in which Campaigns and when) is preserved as a custom field on the People record. We do not migrate Campaign send history records as functional data — they are documented in the inventory handoff. Dynamic Campaign segments are documented as filter criteria for recreation as Twenty filter queries.

Smarketing Cloud

Custom Object

maps to

Twenty CRM

Custom Object

1:1
Fully supported

Smarketing Cloud custom objects (with their schemas, field definitions, and all record data) map to Twenty custom objects. The destination schema — including all custom fields, lookup relationships, and field types — must be pre-created in Twenty's Settings Data Model before import. We coordinate sequencing so that custom object schemas are created first, then records are imported with their cross-object lookups resolved at migration time.

Smarketing Cloud

User

maps to

Twenty CRM

Member

1:1
Fully supported

Smarketing Cloud User records (name, email, role, team assignment) map to Twenty Member records. Role assignment from Smarketing Cloud maps to Twenty's permission system — we document the role mapping during scoping and apply it at import time. Inactive Smarketing Cloud users can be exported but the migration scope for inactive records is agreed with the customer before extraction.

Smarketing Cloud

Tag

maps to

Twenty CRM

Tag or Label

lossy
Fully supported

Tags on Smarketing Cloud Contacts and Companies export as tag strings per record. We reapply them in Twenty as bulk tag operations against the migrated People and Company records. The tagging structure (which records share which tags) is preserved. Twenty supports both tag-style and label-style categorization — the customer chooses the preferred approach during scoping.

Smarketing Cloud

Activity (calls, emails, notes)

maps to

Twenty CRM

Task or Note

1:1
Fully supported

Smarketing Cloud Activity logs linked to Contacts and Companies export with activity type, timestamp, owner email, and description text. Activity records migrate to Twenty Task or Note objects with the owner resolved via email-to-member lookup. Activity timestamps are preserved for historical timeline accuracy. The migration of activity history depends on what is accessible in the source account's plan tier.

Smarketing Cloud

Attachment

maps to

Twenty CRM

Attachment

1:1
Fully supported

File attachments linked to Contacts, Companies, or Activities are exported with their metadata and file URL. We download files to a staging bucket and re-upload to the destination Twenty workspace, preserving the original filename and linking the file to the parent record. Attachments without a downloadable URL in Smarketing Cloud are flagged for manual review.

Smarketing Cloud

List/Segment

maps to

Twenty CRM

Filter Query

lossy
Fully supported

Static Lists export as record sets and re-import as tagged People records. Dynamic Segments export as record sets for a point-in-time snapshot, and we document the active filter criteria for recreation as Twenty filter queries. Dynamic segments are not migrated as live automated queries since the underlying filter logic differs between platforms — the customer recreates them in Twenty after migration.

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.

Smarketing Cloud logo

Smarketing Cloud gotchas

High

No public API documentation or developer portal

High

Proprietary data format with no bulk export format documented

Medium

Performance bottlenecks during high-volume campaign sends

Medium

Limited historical data export for record history

Twenty CRM logo

Twenty CRM gotchas

High

Import order is enforced and critical

High

Export limited to 20,000 records and visible columns only

Medium

Soft-deleted records count toward uniqueness and trigger restores

Medium

API rate limits cap at 200 req/min on Organization tier

Low

No native email sequences — follow-up cadences require external tools

Pair-specific challenges

  • Smarketing Cloud has no public API and a proprietary export format

    Smarketing Cloud does not publish API documentation or a developer portal, and no public bulk export format is documented. All data extraction relies on UI-based export tools and custom ETL parsing of Smarketing Cloud's proprietary format. We build a separate ETL pipeline for each migration, which adds timeline and QA effort compared to migrations from platforms with documented REST APIs. Before scoping, we confirm export availability and data completeness for the specific account. Any fields that do not map cleanly from the proprietary format are flagged and presented to the customer for resolution before final import.

  • Twenty custom fields must exist before CSV import begins

    Twenty requires all custom fields to be pre-created in Settings Data Model before data import. The CSV import process creates records, not fields. We audit Smarketing Cloud's custom property model during discovery, design the corresponding Twenty custom field schema, and coordinate with the customer's Twenty admin to create fields before migration begins. If validation rules, required field constraints, or picklist whitelists in Twenty block import, we identify them during sandbox testing and either relax them temporarily or add the blocking values to the Twenty field configuration before production migration.

  • Campaign membership records use a junction relationship requiring careful lookup resolution

    Smarketing Cloud Campaign membership records link Contacts to Campaigns via an internal junction table. Preserving which Contacts were enrolled in which Campaigns and when requires us to export the junction table separately, resolve Contact IDs to their migrated email identifiers, and reconstruct the membership association as a custom field on the People record in Twenty. Campaign send history and engagement metrics within each Campaign are documented in the inventory handoff but do not migrate as functional records.

  • Active campaign sends during the export window risk inconsistent snapshot data

    Smarketing Cloud performance degrades during high-volume campaign send periods. For migration scoping this matters because a Campaign send in progress at export time produces an inconsistent membership snapshot. We schedule export windows during off-peak send periods and coordinate with the customer to pause active sends during migration data pulls. Activity history depth may also be limited by the account's plan tier — we audit available history depth during the discovery call and scope exports to the oldest accessible records.

Migration approach

Six steps for a successful Smarketing Cloud to Twenty CRM data migration

  1. Discovery and export capability audit

    We audit the source Smarketing Cloud account to understand data volume, custom property model, pipeline count, active campaigns, automation workflow count, and user list. We also confirm export availability — which objects can be extracted via UI export, which require screen-scraping, and which may have plan-tier limits on history depth. This step produces a written migration scope that lists every object to be migrated, any fields with no clean mapping from the proprietary export format, and the plan-tier history limits we will encounter.

  2. Twenty workspace schema design

    We design the destination schema in Twenty's workspace settings. This includes creating all required custom objects and custom fields mapped from Smarketing Cloud's custom property model, defining Twenty stage values mapped from Smarketing Cloud pipeline stages, configuring workspace pipeline associations, and setting tag structures. We validate the schema in Twenty's Data Model settings before any data import. All custom fields must exist in Twenty before the CSV import step begins.

  3. Custom ETL pipeline build and sandbox validation

    We build the custom ETL pipeline that parses Smarketing Cloud's proprietary export format and transforms it to Twenty's import schema. The pipeline handles field-level type conversions, Smarketing Cloud property-to-Twenty field mappings, and foreign key resolution (Company-Contact linkage, Owner email-to-member resolution). We run a sandbox migration with production-like data volume into the customer's Twenty workspace, reconcile record counts, and spot-check 25-50 records against the Smarketing Cloud source. The customer reviews and signs off before production migration begins.

  4. Owner and user reconciliation

    We extract every distinct Smarketing Cloud user referenced on Contacts, Companies, Deals, and Activity records and match by email against the Twenty workspace Members list. Any Smarketing Cloud users without a matching Twenty Member go to a reconciliation queue for the customer to provision before migration resumes. We agree with the customer whether inactive Smarketing Cloud users should be included in the migration or excluded from the scope.

  5. Production migration in dependency order

    We run production migration in record-dependency order: Companies first (since People records depend on them), then People with CompanyId resolved, Opportunities with pipeline and stage mapping applied, Custom Objects (with their lookup relationships to standard objects), Tags applied as bulk operations, Activity history via Twenty REST or GraphQL API with batch chunking and rate-limit handling, and finally Campaign membership reconstructed as People custom fields. Each phase emits a row-count reconciliation report before the next phase begins.

  6. Cutover, validation, and automation inventory handoff

    We freeze Smarketing Cloud writes during cutover and run a final delta migration of any records modified during the migration window. We enable the Twenty workspace as the system of record and support a short hypercare window for reconciliation issues. We deliver a written inventory of every Smarketing Cloud Automation Workflow and Email Template requiring rebuild, with trigger conditions and recommended Twenty equivalents. We do not rebuild Smarketing Cloud automations as Twenty workflows inside the migration scope — that is a separate engagement. We do not migrate Reports or Dashboards as code; we document the existing report structure for the customer's admin to recreate.

Platform deep dives

Context on both ends of the pair

Smarketing Cloud logo

Smarketing Cloud

Source

Strengths

  • All-in-one CRM, email, SMS, and AI agent tools in one subscription without per-feature add-on charges.
  • Free 14-day trial with no credit card required for SMB evaluation before commitment.
  • EMEA-based vendor with 6,000+ global customers providing a credible mid-market track record.
  • Includes ABM, demand generation, and appointment setting features not always bundled in competitor platforms.
  • Smart Data Sync automatically links external data sources to Contact records reducing manual data entry.

Weaknesses

  • No published API documentation or public developer portal limits programmatic access and integration options.
  • Platform performance degrades under heavy campaign send volumes — not suitable for high-frequency senders.
  • No publicly available pricing page creates sales friction and uncertainty for evaluation teams.
  • Steep learning curve for non-technical users requires ongoing training investment before team productivity.
  • Limited third-party integrations compared to established CRM platforms like HubSpot or Salesforce.
Twenty CRM logo

Twenty CRM

Destination

Strengths

  • AGPL-3.0 open-source license with full source code on GitHub — no vendor lock-in, no sunset risk.
  • Unlimited users and unlimited custom objects on self-hosted, with no feature gating based on headcount.
  • REST and GraphQL APIs available on all paid tiers, not locked behind an enterprise add-on fee.
  • MCP server and webhooks shipped as standard features, not premium upgrades.
  • Modern PostgreSQL-backed data model that developer teams can query, extend, and self-host.

Weaknesses

  • Recent v1.0 release means limited production hardening compared to CRMs with multi-year operational track records.
  • No native email sequencing or sales engagement tools — follow-up cadences require a separate platform.
  • No native two-way email sync or inbox integration, requiring third-party connectors for full activity logging.
  • Self-hosting 'free' pricing hides real infrastructure and DevOps costs that stack up over time.
  • Workflow automation is functional but lacks the complexity needed for sophisticated multi-step sales motions.

Complexity grading

How hard is this migration?

Standard CRM migration. 2 of 8 objects need a mapping; the rest are 1:1.

B

Overall complexity

Standard migration

Derived from compatibility, mapping clarity, API constraints, and data volume across Smarketing Cloud and Twenty CRM.

  • Object compatibility

    B

    2 of 8 objects need a mapping; the rest are 1:1.

  • 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

    Smarketing Cloud: Rate limit documentation not published.

  • Data volume sensitivity

    B

    Smarketing Cloud doesn't expose a bulk API — REST + parallelization used for high-volume runs.

Estimator

Estimate your Smarketing Cloud to Twenty CRM 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 Smarketing Cloud to Twenty CRM data migrations

Answers to the questions buyers ask most during Smarketing Cloud to Twenty CRM migration scoping. Not seeing yours? Book a call.

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Straightforward migrations with under 25,000 Contacts, 5,000 Deals, and no custom objects typically complete in three to five weeks. Migrations involving Smarketing Cloud custom objects, multi-pipeline structures, or engagement histories exceeding 200,000 records extend to eight to twelve weeks because the custom ETL pipeline requires additional development, testing, and QA cycles to handle the undocumented export format. The primary timeline driver is ETL pipeline complexity, not record count alone.

Adjacent paths

Related migrations to explore

Ready when you are

Move from Smarketing Cloud.
Land in Twenty CRM, intact.

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