CRM migration
Field-level mapping, validation, and rollback between Adobe Marketo Engage and Freshsales. We move data and schema; workflows are rebuilt natively in Freshsales.
Adobe Marketo Engage
Source
Freshsales
Destination
Compatibility
5 of 10
objects map 1:1 between Adobe Marketo Engage and Freshsales.
Complexity
BStandard
Timeline
2-4 weeks
Overview
Moving from Adobe Marketo Engage to Freshsales is a migration from an enterprise marketing automation platform with per-contact billing to an all-in-one CRM with built-in marketing at SMB pricing. Marketo's Person (Lead) model maps directly to Freshsales Contact; Company maps to Account; Opportunity maps to Deal. The primary structural difference is that Freshsales uses a unified Contact record where Marketo separates Smart List current-state field values from Filled Out Form activity records — we resolve both sources during extraction so the contact record carries both current state and behavioral history. Scoring models, Smart Campaign logic, and Program membership do not migrate as automation; we deliver a written artifact inventory for the customer's admin to rebuild in Freshsales. We use Marketo's REST API with the Bulk Extract endpoint for large person sets to stay within the 100-calls-per-20-second rate limit shared across all integrations.
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 Adobe Marketo Engage object lands in Freshsales, including any object-level transformations, lookup resolution, or schema-design dependencies.
Typical mapping — final map is confirmed during the sample migration step.
Adobe Marketo Engage
Person (Lead)
Freshsales
Contact
1:1Marketo Persons (internally called Leads) map directly to Freshsales Contacts. The Marketo email field becomes Contact.Email. We extract current field values via the Marketo Bulk Extract API for large datasets to minimize REST API call consumption against the 100-calls-per-20-second shared limit. Duplicate detection uses Marketo.id and the external key combination to prevent silent duplicate creation because Marketo does not enforce external key uniqueness.
Adobe Marketo Engage
Company
Freshsales
Account
1:1Marketo Company records map to Freshsales Accounts. The Company name becomes Account.Name and the website becomes Account.website. We resolve the Account before any Contact import so that the lookup relationship is satisfied at Contact insert. Company records with no linked Persons are imported as standalone Accounts.
Adobe Marketo Engage
Opportunity
Freshsales
Deal
1:1Marketo Opportunity records map to Freshsales Deals. The Opportunity name becomes Deal.name, amount becomes Deal.amount, and close date becomes Deal.expected_close. Stage mapping uses a customer-approved stage matrix created during scoping. Freshsales Deal stages are configured before migration. If the Marketo Opportunity is linked to a Salesforce or Dynamics CRM via Marketo sync, we note the source system for the admin to resolve before migration.
Adobe Marketo Engage
Standard Activities (Filled Out Form, Email Open, Web Visit, etc.)
Freshsales
Activity
1:1Marketo Activity records (email opens, page visits, form fills, score changes) map to Freshsales Activity records. Each activity type becomes an Activity.type entry with the original timestamp preserved. Form fill field values are extracted via the Activity API endpoint, not from Person record fields, because Marketo stores form submissions as activity records. Freshsales Growth tier limits activity history depth; Pro and Enterprise tiers support broader timelines. We flag the activity volume during scoping so the customer selects the appropriate Freshsales plan before migration.
Adobe Marketo Engage
Custom Objects
Freshsales
Custom Modules
1:1Marketo Custom Objects with one-to-many or many-to-many relationships map to Freshsales custom modules of equivalent API name. We pre-create the destination module schema including all custom fields and lookup relationships before data import. Marketo custom object relationships (parent field pointing to Lead or Company) translate to Freshsales lookup fields on the custom module. Note that Freshsales Pro ($69/user) and Enterprise tiers are required for custom modules; Growth tier does not support them.
Adobe Marketo Engage
Static Lists
Freshsales
Contact Filter / Segment
lossyMarketo Static Lists (fixed Person memberships) have no direct Freshsales equivalent. We extract list membership as a tag array on each Contact record and note the original list name. The customer rebuilds audience segments in Freshsales using Contact filters or the Segmentation module if available on their tier. List names are preserved in a custom field x_marketo_static_lists__c as a semicolon-delimited string for reference.
Adobe Marketo Engage
Programs
Freshsales
Campaign
lossyMarketo Programs (Email Programs, Event Programs, Engagement Programs, Default Programs) carry period costs, tags, and channel assignments. Freshsales Campaign records store campaign metadata but not Program-level period costs. We extract Program channel and tag assignments as label arrays and note them as Freshsales Campaign tags. Program membership is preserved as an activity on each Person's timeline. The campaign logic (Smart List filters, trigger conditions, flow steps) is documented as an automation rebuild plan, not migrated as executable code.
Adobe Marketo Engage
Scoring Models
Freshsales
Lead Scoring (A/B Scoring)
lossyMarketo lead and contact scoring models (demographic and behavioral rules) are stored as configuration, not as data records. We extract the scoring rules as structured metadata including rule names, field references, operator types, and point values. Freshsales' built-in A/B scoring is configured by the admin post-migration using the extracted Marketo rule matrix as a reference. The original Marketo score values migrate as a numeric field contact_score__c on the Contact record so historical scoring data is preserved.
Adobe Marketo Engage
Channels and Tags
Freshsales
Campaign Tags
lossyMarketo channel assignments (Email, Event, Webinar, Nurture, etc.) and freeform tags on Programs are preserved as Freshsales Campaign tags. Tags with numeric period costs are noted in the migration handoff document for the admin to enter into Freshsales Campaign budget fields if applicable.
Adobe Marketo Engage
Engagement Programs / Streams
Freshsales
Email Campaign Sequence
lossyMarketo Engagement Programs hold up to 25 Streams of up to 125 content items each. This is a Marketo-specific artifact with no direct Freshsales equivalent. We extract the stream structure, content item names, and send cadence as a written specification for the admin to rebuild in Freshsales Email Campaigns or a third-party sales engagement tool. The content of each email item does not migrate; we note that HTML asset migration requires separate content review.
| Adobe Marketo Engage | Freshsales | Compatibility | |
|---|---|---|---|
| Person (Lead) | Contact1:1 | Fully supported | |
| Company | Account1:1 | Fully supported | |
| Opportunity | Deal1:1 | Fully supported | |
| Standard Activities (Filled Out Form, Email Open, Web Visit, etc.) | Activity1:1 | Fully supported | |
| Custom Objects | Custom Modules1:1 | Mapping required | |
| Static Lists | Contact Filter / Segmentlossy | Fully supported | |
| Programs | Campaignlossy | Mapping required | |
| Scoring Models | Lead Scoring (A/B Scoring)lossy | Mapping required | |
| Channels and Tags | Campaign Tagslossy | Mapping required | |
| Engagement Programs / Streams | Email Campaign Sequencelossy | Mapping required |
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.
Adobe Marketo Engage gotchas
SOAP API deprecation forces migration of all integrations by July 31, 2026
Form fill data lives in Activities, not Person record fields
Per-contact billing creates post-migration billing surprises
Rate limit of 100 calls per 20 seconds shared across all integrations
External key uniqueness is not enforced by Marketo
Freshsales gotchas
Freddy AI is Pro-tier only despite heavy marketing
Post-migration emails and sequences are disabled
Bot session credits are a one-time 500-session allocation
Phone credits charged per minute with no cap
File storage limits scale with plan tier
Pair-specific challenges
Migration approach
Discovery and Freshsales plan selection
We audit the source Marketo instance for Person count, Company count, Opportunity count, activity volume by type, custom object count and schema, static list memberships, program count, and active scoring model definitions. We pair this with a Freshsales plan recommendation: Growth ($29/user) covers basic CRM with email campaigns; Pro ($69/user) is required for custom modules, advanced lead scoring, and broader activity history; Enterprise adds territory management, custom roles, and premium support. The discovery output is a written migration scope with record counts, object inventory, and Freshsales plan recommendation.
Data extraction and audit
We extract Person records via the Bulk Extract API for large datasets (over 10,000 records) to minimize REST API call consumption against Marketo's 100-calls-per-20-second shared limit. Activity records (form fills, email opens, web visits, score changes) are extracted via the Activity API endpoint. We extract Filled Out Form activities separately from Person field values because Marketo stores them as distinct records. The data audit report shows record counts, field completeness, external key duplicates, and custom object schema for the customer's review before any import begins.
Freshsales schema design and configuration
We design the destination schema in Freshsales: custom modules for Marketo custom objects (with all custom fields and lookup relationships), custom fields on Contact and Account for Marketo metadata (original lifecycle, static list memberships, form field history), Deal stages mapped to Marketo Opportunity stages per the customer-approved matrix, and lead scoring rules documented from the Marketo configuration. Custom modules require Pro or Enterprise Freshsales; we confirm the plan tier before schema creation. Schema is validated in a Freshsales sandbox or trial before production migration begins.
Sandbox migration and reconciliation
We run a full migration into a Freshsales trial or sandbox environment using production-like data volume. The customer's RevOps lead reconciles record counts (Contacts in, Accounts in, Deals in, Activities in), spot-checks 20-40 random records against the Marketo source, and validates custom field mappings. Any mapping corrections, picklist value gaps, or custom module schema adjustments are made before production migration. This step prevents rework in the live environment.
Production migration in dependency order
We run production migration in record-dependency order: Accounts (from Marketo Companies first), Contacts (with AccountId resolved), Deals (with OwnerId and Deal Stage resolved via the mapping matrix), Activity history via the Freshsales REST API with rate-limit handling and batch chunking, and custom module records (with lookup relationships resolved to parent Contacts or Accounts). Each phase emits a row-count reconciliation report before the next phase begins. Marketo writes are frozen during the active migration window.
Cutover, validation, and automation rebuild handoff
We run a final delta migration of any records modified during the cutover window, validate contact counts and deal totals against the Marketo source, then enable Freshsales as the system of record. We deliver the Scoring Model specification, Smart Campaign inventory, and Program/Engagement Program documentation to the customer's admin team for rebuild in Freshsales Workflows and Email Campaigns. We support a 48-hour hypercare window for reconciliation issues. We do not rebuild Marketo automations as Freshsales Workflows as part of the migration scope; that is a separate engagement.
Platform deep dives
Adobe Marketo Engage
Source
Strengths
Weaknesses
Freshsales
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 Adobe Marketo Engage and Freshsales.
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
Adobe Marketo Engage: 100 calls per 20 seconds per instance (shared); REST daily quota: 50,000 calls; SOAP daily quota: 10,000 calls; concurrency limit: 10 concurrent calls.
Data volume sensitivity
Adobe Marketo Engage exposes a bulk API — large-volume migrations stream efficiently.
Estimator
Rule-based pricing — no per-record fees, no manual quotes. Migrations over 2M records are scoped individually.
Step 1
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