CRM migration

Migrate from Market Leader to Twenty CRM

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

Market Leader logo

Market Leader

Source

Twenty CRM

Destination

Twenty CRM logo

Compatibility

100%

10 of 10

objects map 1:1 between Market Leader and Twenty CRM.

Complexity

BStandard

Timeline

24–72 hours

Rollback included Accuracy guarantee Field-level validation

Overview

What this migration involves

Market Leader stores real estate data in a domain-specific schema: Leads with lead_source and referral_source, Companies with broker/agent associations, Deals with market_value and property_address, and Activities (calls, emails, showings) with original timestamps. Twenty CRM uses a clean, general-purpose schema with standard objects (People, Companies, Opportunities, Notes, Tasks) that supports unlimited custom fields for anything domain-specific. We map Market Leader contacts → People, companies → Companies, deals → Opportunities, and property-address fields → custom text fields on the Opportunity record. Activities migrate as Tasks or Notes depending on content type. Market Leader's custom fields (lead tiers, listing status, referral type) become Twenty custom fields created before import. Workflows and drip campaigns do not migrate — Market Leader's automation logic must be rebuilt in Twenty's workflow builder or via external sequencing tools. We handle the migration via CSV export from Market Leader and bulk import into Twenty using the documented import order (Companies → People → Opportunities → custom objects), with a delta-pickup window capturing in-flight changes 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

Market Leader logo

Market Leader

What's pushing teams away

  • Lead quality is frequently called out as poor—users report receiving leads from zip codes far outside their territory and contact information that has not been validated, making the lead-product cost hard to justify.
  • Billing disputes and cancellation friction are a recurring theme; the 60-day notice window buried in the contract and the requirement to actively request cancellation documentation are cited as anti-consumer practices.
  • Customer support is described as difficult to reach and unhelpful when lead quality complaints are raised, compounding frustration with the underlying product issues.
  • Missing phone numbers on lead records forces agents to manually research contact details, negating the time savings the platform is supposed to provide.
  • Some users report that buyer-intent data and analytics features do not deliver usable insights, and integrating those signals into a broader tech stack requires additional custom tooling.

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 Market Leader objects map to Twenty CRM

Each row shows how a Market Leader 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.

Market Leader

Contact / Lead

maps to

Twenty CRM

People

1:1
Fully supported

Market Leader contacts and leads both map to Twenty's People object. We preserve the source object type in a custom field (Original_Object_Type__c) so you can filter reports by what the record was in Market Leader. Email, phone, name, and address fields map directly; owner resolution happens via email match against Twenty Workspace Members.

Market Leader

Company

maps to

Twenty CRM

Companies

1:1
Fully supported

Market Leader companies map to Twenty's Companies object. Brokerage names, agent affiliations, and office associations migrate as text fields or custom fields depending on how Market Leader structures them. Multi-agent companies collapse to a single Company record with People linked via relationship fields.

Market Leader

Deal

maps to

Twenty CRM

Opportunity

1:1
Fully supported

Market Leader deals map to Twenty Opportunities with a value-mapping pass on the stage field. Real estate-specific fields (property_address, market_value, listing_type) migrate as Twenty custom text and currency fields on the Opportunity record. The deal owner maps to Twenty Opportunity assignee via email match.

Market Leader

Pipeline Stage

maps to

Twenty CRM

Opportunity Stage

1:1
Fully supported

Market Leader deal stages (New Lead, Showing Scheduled, Offer Made, Under Contract, Closed Won, Closed Lost) map value-by-value to Twenty Opportunity stage pick-list values. You choose which Twenty stages receive which Market Leader stages during the planning phase before migration runs. This mapping decision is documented in your field-mapping spreadsheet and reviewed with you before the migration commit.

Market Leader

Activity (Call / Email / Showing)

maps to

Twenty CRM

Task

1:1
Fully supported

Market Leader activities — calls, emails, showing notes, and general activity logs — map to Twenty Tasks. The original activity type is stored in a custom Task_Type__c field for reporting segmentation. Showing-specific fields (showing_date, feedback) become custom fields on the Task record. All activity timestamps map to Twenty's dueDate or completionDate fields depending on activity status.

Market Leader

Note / Comment

maps to

Twenty CRM

Note

1:1
Fully supported

Market Leader notes and deal comments migrate to Twenty Notes attached to the corresponding People, Company, or Opportunity record based on the record context in Market Leader. Rich-text formatting is preserved as plain text during migration. Timestamp and author information maps to Twenty's built-in note metadata fields, ensuring your team retains full context on who created each note and when.

Market Leader

Lead Source

maps to

Twenty CRM

Custom Field on People

1:1
Fully supported

Market Leader's lead_source and referral_source fields have no native equivalent in Twenty. We create a custom pick-list field (Lead_Source__c) on the People object before import, populate it from Market Leader's source values, and flag any unmapped values for your review.

Market Leader

Listing / Property Data

maps to

Twenty CRM

Custom Fields on Opportunity

1:1
Fully supported

Market Leader stores listing-specific data (mls_number, property_type, bedrooms, bathrooms, square_footage) as deal properties. These map to custom fields on Twenty's Opportunity record. Fields are created in Twenty's Data Model before migration; their types match the source data (text, number, currency).

Market Leader

Campaign / Group

maps to

Twenty CRM

No Equivalent

1:1
Fully supported

Market Leader campaigns (lead groups for bulk outreach, market-wide campaigns) have no direct Twenty equivalent. Campaign membership data is preserved as custom fields on People (Campaign_Name__c, Campaign_Date__c) as a reference record. The campaign's automation logic must be rebuilt in Twenty's workflow builder.

Market Leader

User / Owner

maps to

Twenty CRM

Workspace Member

1:1
Fully supported

Market Leader users and deal owners resolve against Twenty Workspace Members by email match. Unmatched owners are flagged before migration — your team either invites them to Twenty first or assigns their records to a fallback member. No record lands without a Twenty assignee.

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.

Market Leader logo

Market Leader gotchas

High

Contracted lead products are not native CRM objects

High

No documented public API for automated data extraction

Medium

Lead phone numbers frequently absent from exported records

Medium

Drip sequence logic cannot be ported as-is to non-Market Leader platforms

Medium

Cancellation notification buried in contract requires 60-day advance notice

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

  • Twenty's 20,000-record export ceiling requires batched Market Leader pulls

    Twenty's CSV export function caps output at 20,000 records per operation. Market Leader accounts with more than 20,000 contacts, companies, or deals need the export split across multiple pulls using date-range filters or pagination. We handle this by scripting sequential Market Leader API or CSV exports filtered by create_date buckets, then reassembling the files before Twenty's import run. Accounts near or above 100,000 total records should budget an extra planning day for batch sequencing.

  • Custom fields must exist in Twenty before CSV import column mapping

    Twenty's import process creates records but not fields — if a CSV column header has no matching Twenty field, that column is silently skipped during import. Every Market Leader custom property (lead tier, referral type, listing status, mls_number, property address fields) requires a corresponding Twenty custom field created in Settings → Data Model before the migration file is uploaded. We deliver a field-creation checklist as part of the migration plan so your Twenty workspace is schema-ready before data lands. Skipping this step results in data loss with no recovery path within the standard import tool.

  • Market Leader drip campaigns and sequences have no Twenty equivalent to migrate

    Market Leader's drip email campaigns and lead-nurturing sequences are automation logic stored in the platform's campaign engine. Twenty CRM has no native sequence or multi-step cadence tool at the People or Opportunity level — its workflow builder handles triggers and actions but not time-delayed email sequences. Drip campaign logic must be exported as a reference document and rebuilt in Twenty's workflow builder or a third-party email sequencing tool connected via Twenty's GraphQL API. We provide a campaign export summary as a rebuild reference.

  • Market Leader creates no CreatedDate — original timestamps require custom field preservation

    Market Leader's contact, company, and deal records carry an internal created_date but this value is not exposed in standard exports as a field that Twenty can ingest as a record creation timestamp. Twenty's record creation timestamp is always the moment of import. We preserve the original Market Leader created_date as a custom datetime field (Original_Create_Date__c) on each record so reporting on historical data (deals created in 2023, contacts added before this year) remains accurate in Twenty after migration.

Migration approach

Six steps for a successful Market Leader to Twenty CRM data migration

  1. Audit Market Leader data and build the field-mapping plan

    We pull a full export of all active objects from Market Leader — Contacts, Companies, Deals, Activities, Notes, and any custom properties. We audit record counts, identify duplicate patterns, flag missing required fields, and document every custom property by type. From this we build the field-mapping spreadsheet that defines every source-to-Twenty field mapping, the value maps for pick-list fields, and the list of custom fields that need to be created in Twenty before import. This plan is reviewed with you before any data moves.

  2. Create Twenty custom fields and resolve workspace members

    Before the migration file is uploaded, we create all custom fields in Twenty's Data Model — Lead_Source__c, Property_Address__c, MLS_Number__c, and all other domain-specific fields identified in the audit. We also map Market Leader owners to Twenty Workspace Members by email; unmatched owners are flagged so your team either invites them to Twenty or assigns them to a fallback member. No record is migrated without a confirmed Twenty assignee.

  3. Run a sample migration with field-level diff

    A representative slice — typically 100–300 records spanning contacts, companies, deals, and activities — migrates first into your Twenty workspace. We generate a field-level diff comparing source values against the imported Twenty records so you can verify that pick-list values mapped correctly, custom fields populated, and owner assignments resolved as expected. You approve the sample before the full run commits.

  4. Execute full migration with delta-pickup window

    The full data set migrates in the correct sequence — Companies first (the one-side of relationships), then People linked to Companies, then Opportunities linked to both, then custom objects last. A delta-pickup window of 24–48 hours runs after the primary load to capture any records created or modified in Market Leader during the cutover. Your team continues working in Market Leader throughout; FlitStack AI uses scoped read access only. An audit log records every operation, and one-click rollback is available if reconciliation reveals data integrity issues.

Platform deep dives

Context on both ends of the pair

Market Leader logo

Market Leader

Source

Strengths

  • Purpose-built real estate agent CRM with terminology aligned to the actual lead-to-close workflow.
  • Pre-written drip email templates bundled at no additional cost reduce agent onboarding overhead.
  • Integrated lead purchase products eliminate the need for a separate lead-gen vendor relationship.
  • Contact sync integrations with Google and Office 365 reduce manual data entry for client records.
  • Positive customer support experiences are cited in reviews for specific troubleshooting scenarios.

Weaknesses

  • No public API—data extraction relies on a scheduled InTouch export, not on-demand access.
  • Lead quality from purchased products is frequently criticized, with validation gaps in address and phone data.
  • Billing practices and cancellation terms are flagged as opaque and customer-unfriendly.
  • Analytics and buyer-intent features are reported as not actionable without additional integration work.
  • Platform is narrowly focused on real estate; not suitable as a general-purpose CRM for teams selling across verticals.
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. 1 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 Market Leader and Twenty CRM.

  • Object compatibility

    B

    1 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

    Market Leader: Not publicly documented..

  • Data volume sensitivity

    B

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

Estimator

Estimate your Market Leader 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 Market Leader to Twenty CRM data migrations

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

Can't find your answer?

Walk through your Market Leader to Twenty CRM migration with a real engineer — 30 minutes, free, written quote within 24 hours.

Book a free 30 minute consultation

Most Market Leader to Twenty CRM migrations complete within 48–72 hours of clock time for setups under 25,000 records. Larger accounts with 50,000+ records or extensive custom-property sets extend to 5–10 days, primarily because Twenty's CSV import requires custom fields to be created before data lands — that preparation step runs in parallel with your review of the field-mapping plan. The delta-pickup window adds 24–48 hours to the overall cutover timeline but does not interrupt your Market Leader operations.

Adjacent paths

Related migrations to explore

Ready when you are

Move from Market Leader.
Land in Twenty CRM, intact.

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