CRM migration
Field-level mapping, validation, and rollback between Adobe Marketo Engage and Salesforce Sales Cloud. We move data and schema; workflows are rebuilt natively in Salesforce Sales Cloud.
Adobe Marketo Engage
Source
Salesforce Sales Cloud
Destination
Compatibility
14 of 17
objects map 1:1 between Adobe Marketo Engage and Salesforce Sales Cloud.
Complexity
BStandard
Timeline
6-8 weeks
Overview
Moving from Adobe Marketo Engage to Salesforce is a data-model migration before it is a record migration. Marketo's Person-centric model (where every non-salesperson record lives in a single object regardless of lifecycle stage) must split into Salesforce's Lead and Contact architecture. Marketo Companies map directly to Salesforce Accounts; Opportunities sync from the CRM and carry Marketo metadata in custom fields. The highest-signal risk in this pair is Filled Out Form data: every form field value is stored as an Activity record, not a Person field, so Smart List exports miss the submission history entirely. We extract activity via the Bulk Activity API, restore the parent Person record reference, and write the activity timeline into Salesforce Tasks and Events with original timestamps preserved. Smart Campaigns, Programs, Scoring Models, and Engagement Streams do not migrate as code; we deliver a structured metadata inventory of every campaign artifact for the customer's admin to rebuild in Salesforce Flow or a marketing automation layer (Marketing Cloud Account Engagement or Marketing Cloud).
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 Salesforce Sales Cloud, 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)
Salesforce Sales Cloud
Lead
1:1Marketo Persons (internally called Leads) with lifecycle stages of Anonymous Visitor, Suspect, or Prospect map to Salesforce Lead. We preserve the Marketo lifecycle stage in mkto_original_lifecycle__c and the acquisition program in mkto_acquisition_program__c as custom fields on Lead. The Marketo id (mktoId) migrates as a custom external ID field mkto_lead_id__c for dedupe and future sync reference.
Adobe Marketo Engage
Person (Contact)
Salesforce Sales Cloud
Contact
1:1Marketo Persons with lifecycle stages of MQL, SQL, Sales Qualified, Opportunity, or Customer map to Salesforce Contact tied to an Account. The same lifecycle stage and acquisition metadata custom fields apply. A Marketo Persons with no Company link resolves to a placeholder Account during migration.
Adobe Marketo Engage
Company
Salesforce Sales Cloud
Account
1:1Marketo Company records map directly to Salesforce Account. The Marketo Company id becomes a custom field mkto_company_id__c used as the dedupe key during import. Address fields (city, state, country, postalcode) map to Account BillingAddress fields. We pre-create Account records before Contact import so that AccountId lookup is satisfied at the moment of Contact insert.
Adobe Marketo Engage
Opportunity
Salesforce Sales Cloud
Opportunity
1:1Marketo Opportunities are CRM-derived and read-only when the native CRM sync is active. We extract Opportunity records via the Marketo REST API, preserve the Opportunity Name, Amount, Close Date, Stage, and Owner, and write them to Salesforce Opportunity. We preserve the original stage probability in mkto_original_probability__c because Salesforce recalculates probability from StageName by default.
Adobe Marketo Engage
Program (Email, Event, Default)
Salesforce Sales Cloud
Campaign
lossyMarketo Programs have no direct Salesforce equivalent. We extract Program metadata (name, channel, period cost, tags, acquisition program flag) and map Programs to Salesforce Campaign records with mkto_program_name__c, mkto_channel__c, and a tag array in mkto_tags__c preserved as a text field. Email Programs map to Campaign with CampaignType = Email; Event Programs map to Campaign with CampaignType = Conference or Webinar.
Adobe Marketo Engage
Engagement Program
Salesforce Sales Cloud
Campaign (Drip Sequence variant)
lossyMarketo Engagement Programs hold up to 25 Streams with up to 125 content items per stream. We extract the stream structure and content count as Campaign metadata fields (mkto_stream_count__c, mkto_content_count__c) because Engagement Streams have no direct Salesforce equivalent. The stream content sequence is documented in the Program inventory for the customer to rebuild in Salesforce Flow or Marketing Cloud Account Engagement.
Adobe Marketo Engage
Static List
Salesforce Sales Cloud
Campaign (Static)
1:1Marketo Static Lists hold a fixed set of Person records. We extract the list membership (Person mktoId + list name) and map to Salesforce Campaign Members with CampaignMember Status = Sent. We create one Campaign per Static List with CampaignType = Manual. List membership is preserved as a campaign membership record, not as a field on the Person record.
Adobe Marketo Engage
Custom Object (1:M link)
Salesforce Sales Cloud
Custom Object
1:1Marketo Custom Objects with a single link field (one-to-many relationship to Person or Company) map to Salesforce custom objects with an equivalent __c API name. We pre-create the destination schema via the Salesforce Metadata API, including all custom fields (up to 50 per object), the lookup field to the parent Person or Company, and the dedupe field marked as External ID. The relationship is recreated as a standard Salesforce lookup field.
Adobe Marketo Engage
Custom Object (M:M link)
Salesforce Sales Cloud
Custom Object + Junction
1:manyMarketo Custom Objects with two link fields (many-to-many) use an intermediary object. We split these into a Salesforce custom object for the primary record and a junction custom object for the M:M relationship, with lookups to both parent objects. The junction object API name follows the pattern {Parent1}_{Parent2}__jxn__c.
Adobe Marketo Engage
Standard Activity (Filled Out Form)
Salesforce Sales Cloud
Task + Custom Fields
1:1Filled Out Form activities store each form field value as a separate attribute on the activity record. We extract all Filled Out Form activities via the Marketo Bulk Activity API, resolve the parent Person mktoId to the migrated Salesforce Lead or Contact id, and write the form submission as a Task with mkto_form_name__c, mkto_form_url__c, and individual form field values in custom Task fields. Original activity timestamp migrates as ActivityDate.
Adobe Marketo Engage
Standard Activity (Email Open, Click, Send)
Salesforce Sales Cloud
Task
1:1Marketo email engagement activities (Email Sent, Email Opened, Email Clicked, Email Bounced) map to Salesforce Task records linked to the parent Contact or Lead. Activity type is stored in mkto_activity_type__c, and the email campaign name migrates as mkto_campaign_name__c. These do not map to Salesforce's EmailMessage object because Marketo email sends are from Marketo's sending infrastructure, not from Salesforce.
Adobe Marketo Engage
Standard Activity (Web Visit, Score Change)
Salesforce Sales Cloud
Task
1:1Web Visit and Score Change activities migrate as Task records with mkto_activity_type__c = WEB_VISIT or SCORE_CHANGE and the original activity timestamp. Web Visit captures the referring URL and page title in custom fields. Score Change captures the old score, new score, and the triggering program or campaign name.
Adobe Marketo Engage
Custom Activity
Salesforce Sales Cloud
Task + Custom Activity Type Field
1:1Marketo Custom Activities are user-defined event types beyond the ~70 standard types. We extract them with the same Bulk Activity API pattern as Standard Activities, resolve the parent Person, and write to Salesforce Task with the activity type name stored in mkto_activity_type__c and all custom attribute values in corresponding custom Task fields created at schema time.
Adobe Marketo Engage
Lead Score (demographic)
Salesforce Sales Cloud
mkto_score__c (custom field on Lead/Contact)
1:1Marketo lead and contact scoring values migrate as a numeric custom field mkto_score__c on both Lead and Contact. Scoring models (demographic and behavioral rules) are configuration that does not migrate; we document the scoring rules in the Program metadata inventory for the customer to rebuild in Salesforce Flow with an Apex-based scoring calculator or a third-party AppExchange scoring tool.
Adobe Marketo Engage
Channel
Salesforce Sales Cloud
mkto_channel__c (custom field on Campaign)
1:1Marketo Channels (Email, Event, Webinar, Content, Default, Operacional, Trade Show) are freeform labels assigned to Programs. We extract channel assignments and store them as mkto_channel__c on the migrated Campaign record. If the customer uses channel as a reporting dimension, we map it to the Salesforce Campaign Type picklist where values overlap; non-matching channels are preserved verbatim in the custom field.
Adobe Marketo Engage
Tag
Salesforce Sales Cloud
mkto_tags__c (custom text field)
1:1Marketo Tags provide freeform Program categorization. We extract all tag values per Program and store as a pipe-separated string in mkto_tags__c on the migrated Campaign. Tags are not Salesforce standard fields; if the customer requires tag-based filtering, we recommend Topics and TopicAssignment as the semantic equivalent.
Adobe Marketo Engage
Owner (Marketo User)
Salesforce Sales Cloud
User
1:1Marketo Person and Opportunity Owner references are resolved via email match against the Salesforce User table. Any Marketo Owner without a matching Salesforce User is held in a reconciliation queue for the customer's admin to provision before record import resumes. We do not create Salesforce Users; that is an admin action requiring Active Directory or identity management configuration.
| Adobe Marketo Engage | Salesforce Sales Cloud | Compatibility | |
|---|---|---|---|
| Person (Lead) | Lead1:1 | Fully supported | |
| Person (Contact) | Contact1:1 | Fully supported | |
| Company | Account1:1 | Fully supported | |
| Opportunity | Opportunity1:1 | Fully supported | |
| Program (Email, Event, Default) | Campaignlossy | Fully supported | |
| Engagement Program | Campaign (Drip Sequence variant)lossy | Fully supported | |
| Static List | Campaign (Static)1:1 | Fully supported | |
| Custom Object (1:M link) | Custom Object1:1 | Fully supported | |
| Custom Object (M:M link) | Custom Object + Junction1:many | Fully supported | |
| Standard Activity (Filled Out Form) | Task + Custom Fields1:1 | Fully supported | |
| Standard Activity (Email Open, Click, Send) | Task1:1 | Fully supported | |
| Standard Activity (Web Visit, Score Change) | Task1:1 | Fully supported | |
| Custom Activity | Task + Custom Activity Type Field1:1 | Fully supported | |
| Lead Score (demographic) | mkto_score__c (custom field on Lead/Contact)1:1 | Fully supported | |
| Channel | mkto_channel__c (custom field on Campaign)1:1 | Fully supported | |
| Tag | mkto_tags__c (custom text field)1:1 | Fully supported | |
| Owner (Marketo User) | User1:1 | 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.
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
Salesforce Sales Cloud gotchas
Workflow Rules and Process Builder are retired
Bulk API batch quota exhaustion during large imports
Storage overage billing is non-obvious
Account-Contact many-to-many relationship mapping
Territory and team member import ordering dependencies
Pair-specific challenges
Migration approach
Discovery and data audit
We audit the source Marketo instance across tier (Select, Prime, Ultimate), contact database size, custom object count, Program inventory, Smart Campaign count, Engagement Stream architecture, and activity volume by type (Filled Out Form, Email, Web Visit, Score Change, custom activities). We run the Marketo Bulk Extract for Persons and Activities in parallel with the REST API export for Companies, Opportunities, Programs, and Custom Objects. We extract Filled Out Form activity attribute lists (which contain individual form field names and values) explicitly because they are not included in standard Smart List exports. The discovery output is a written migration scope document, a Marketo-to-Salesforce field mapping matrix, a Program metadata inventory, and a Form field enumeration sheet for custom Task field pre-creation.
Schema design and Salesforce org preparation
We design the destination Salesforce schema in a Sandbox org. This includes provisioning all custom objects with __c API names matched to Marketo custom object names, creating all custom fields on Lead, Contact, Account, Opportunity, Task, and Campaign (including the form-field custom Task fields from the Form enumeration sheet), configuring Lead Status and Opportunity Stage values to match the Marketo source values, setting up Record Types and Sales Processes per Opportunity pipeline, and marking external ID fields (mkto_lead_id__c, mkto_person_id__c, mkto_company_id__c) for dedupe. Salesforce admin grants the migration user Modify All Data, Bulk API, and API Enabled permissions. Validation rules that would block import are either disabled temporarily or extended with a migration-context bypass clause.
Sandbox migration and reconciliation
We run a full migration into a Salesforce Sandbox (Full Copy) using production data volume to validate the schema, mapping, and Bulk API performance. The customer's RevOps lead spot-checks 25-50 records per object against the Marketo source, verifies the Filled Out Form activities land with the correct form field values on the correct Contact or Lead, and reviews the Program metadata inventory. Any field mapping corrections, custom field additions, or validation rule adjustments are made in the Sandbox and re-run until reconciliation passes. No data is written to production until Sandbox sign-off is received.
Owner reconciliation and User provisioning
We extract every distinct Marketo Owner referenced on Person, Company, Opportunity, and Program records and match by email against the Salesforce destination org's User table. Any Marketo Owner without a matching Salesforce User is placed in a reconciliation queue. The customer's Salesforce admin provisions missing Users (via Active Directory sync or manual creation) before the production migration phase begins. OwnerId references on all standard objects require a valid Salesforce User to resolve; this step gates the production migration.
Production migration in dependency order
We run production migration in record-dependency order: Accounts (from Marketo Companies), Contacts (with AccountId resolved), Leads (with the lifecycle stage split applied and mkto_original_lifecycle__c preserved), Opportunities (with AccountId, OwnerId, and RecordTypeId resolved), Campaigns (from Marketo Programs and Static Lists), Custom Objects (with parent lookup resolution), then Activity history (Filled Out Form, Email, Web Visit, Score Change, and Custom Activities via Bulk API with chunking and parent-record WhoId lookup). Each phase emits a row-count reconciliation report. Any Marketo Owner not yet provisioned in Salesforce is flagged before the phase that requires it begins.
Program metadata inventory delivery and rebuild handoff
We deliver the Program metadata inventory: a structured document listing every Smart Campaign (with trigger conditions, Smart List filters, flow steps, and channel assignment), every Engagement Program (with stream structure, cadence pace, and content item list), every Scoring Model (with demographic and behavioral rule definitions), and every Channel and Tag assignment. This document is the input for the customer's Salesforce admin or implementation partner to rebuild campaign logic in Salesforce Flow. We do not rebuild Smart Campaigns or Engagement Streams as Salesforce Flow inside the migration scope. We support a one-week hypercare window for reconciliation issues surfaced in the first days of production use.
Platform deep dives
Adobe Marketo Engage
Source
Strengths
Weaknesses
Salesforce Sales Cloud
Destination
Strengths
Weaknesses
Complexity grading
Standard CRM migration. 1 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 Salesforce Sales Cloud.
Object compatibility
1 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
Pick a category, then your source and destination platforms.
Category
FAQ
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