CRM migration
Field-level mapping, validation, and rollback between Adobe Marketo Engage and Pipedrive. We move data and schema; workflows are rebuilt natively in Pipedrive.
Adobe Marketo Engage
Source
Pipedrive
Destination
Compatibility
8 of 12
objects map 1:1 between Adobe Marketo Engage and Pipedrive.
Complexity
CModerate
Timeline
4-8 weeks
Overview
Moving from Adobe Marketo Engage to Pipedrive is a migration from a marketing automation platform to a sales CRM — not a like-for-like replacement. Marketo's Person (Lead) records map to Pipedrive People; Marketo Companies map to Organizations; and Marketo Opportunities map to Deals. The structural challenge is behavioral history: Marketo stores ~70 standard activity types (email opens, form fills, page visits, score changes) as activity records, while Pipedrive records calls, emails, meetings, and tasks as first-class activity objects without native behavioral event logging. We extract Marketo's full activity history, flatten behavioral events into structured custom fields on the Person record, and migrate standard engagement records (calls, emails, meetings, notes) as native Pipedrive Activities. Smart Campaigns, Programs, and scoring models do not migrate as automation code; we deliver a written inventory of every Smart Campaign, Program membership, and scoring rule requiring rebuild in Pipedrive's Workflows and Goals features. Per-contact pricing savings on Pipedrive (starting at $12 per user per month versus Marketo's $40K floor) are substantial but must be weighed against the loss of native ABM, multi-touch attribution, and enterprise integration depth that Marketo provides.
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 Pipedrive, 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)
Pipedrive
Person
1:1Marketo Person records map to Pipedrive Person. Email is the dedupe key. Marketo lifecycle stage values (subscriber, lead, MQL, SQL, customer) are preserved verbatim in a custom Person field lifecycle_stage__c that the Pipedrive admin can use for segmentation. All standard Person fields (firstName, lastName, email, phone, title, address) map directly.
Adobe Marketo Engage
Company
Pipedrive
Organization
1:1Marketo Company records map to Pipedrive Organization. The Organization is created before Person import so that the Person-Organization link field is satisfied at import time. Company domain maps to Organization website. Industry, employee count, and annual revenue preserve in custom Organization fields.
Adobe Marketo Engage
Opportunity
Pipedrive
Deal
1:1Marketo Opportunity records map to Pipedrive Deal. The Opportunity stage maps to a Pipedrive pipeline stage. Probability percentage migrates to a custom Deal field because Pipedrive's native stage probability is computed per stage rather than per record. Owner assignment resolves via email match to Pipedrive User.
Adobe Marketo Engage
Program
Pipedrive
Activity + Label
1:manyMarketo Programs (Email, Event, Default) map to Pipedrive Activities. Each Program generates a completed Activity record with Program name, type, and period cost preserved in Activity description. Program Tags and Channel assignments migrate as Pipedrive Labels that we create during schema setup. Engagement Programs and Streams are documented as Activity sequences requiring manual rebuild in Pipedrive Goals.
Adobe Marketo Engage
Smart Campaign
Pipedrive
Written inventory (not migrated)
lossySmart Campaign structure (Smart List filters, trigger conditions, flow steps) is extracted as a structured JSON artifact and documented in a Smart Campaign inventory delivered to the customer. Pipedrive Workflows use a different event model (object-based triggers rather than list-based filters), so no Smart Campaign logic migrates as code. The customer's Pipedrive admin rebuilds campaign logic in Pipedrive Workflows using the inventory as a reference.
Adobe Marketo Engage
Standard Activity (email, call, meeting, task)
Pipedrive
Activity
1:1Marketo engagement activities (email send, email open, email click, call, meeting, task) map to Pipedrive Activity records of the matching type. Activity date, subject, and body preserve. For email open and click activities without a distinct subject, we generate a subject from the Marketo email asset name and link type. Attendee and participant lists for meetings migrate as Activity participants linked to Person records.
Adobe Marketo Engage
Standard Activity (form fill, page visit, score change)
Pipedrive
Person custom field
1:manyMarketo behavioral events (Filled Out Form, Visit Webpage, Change Score) do not map to a native Pipedrive Activity type. We aggregate the most recent five events per event type into structured custom fields on the Person record (e.g., last_form_fill_date__c, last_page_visited__c, last_score_change__c, last_score_value__c). Full event history is preserved as a JSON artifact in a Person custom long-text field for audit and future analysis.
Adobe Marketo Engage
Static List
Pipedrive
Person custom label + segment
lossyMarketo Static List membership is extracted as a Person-label mapping. We create Pipedrive Labels matching the Static List names and apply them to the Person records that were members. This preserves list membership as a segmentation signal without migrating the static list artifact itself.
Adobe Marketo Engage
Custom Activity
Pipedrive
Activity + custom activity_type__c field
1:1Marketo user-defined Custom Activities follow the same extraction pattern as Standard Activities and map to Pipedrive Activity records. The custom activity type name is preserved in a custom activity_type__c picklist field on the Activity. Custom Activity field values map to custom Activity fields that we pre-create in Pipedrive during schema setup.
Adobe Marketo Engage
Custom Object
Pipedrive
Custom object
1:1Marketo Custom Objects (single-link and many-to-many variants) map to Pipedrive custom objects. We pre-create the destination schema including all custom fields and relationship fields before data import. One-to-many relationships map to Pipedrive custom objects linked to Person or Organization via a custom ID field; many-to-many relationships require a junction object in Pipedrive mirroring the Marketo intermediary.
Adobe Marketo Engage
Lead Score (demographic + behavioral)
Pipedrive
Person custom field + written inventory
1:1Lead and contact scores are extracted as numeric values and stored in a custom Person field score__c. The scoring model structure (thresholds, tier names, contributing factors) is documented as a written scoring model inventory for the customer's Pipedrive admin to implement using Pipedrive Goals or a third-party scoring integration.
Adobe Marketo Engage
Marketo Company to Person link
Pipedrive
Person-Organization link
1:1Marketo links Persons to Companies via a link field. During migration, we resolve the Marketo Company ID to the Pipedrive Organization ID and set the Person.organization_id field to maintain the relationship. Persons with no Company link are imported as Persons without an Organization link in Pipedrive.
| Adobe Marketo Engage | Pipedrive | Compatibility | |
|---|---|---|---|
| Person (Lead) | Person1:1 | Fully supported | |
| Company | Organization1:1 | Fully supported | |
| Opportunity | Deal1:1 | Fully supported | |
| Program | Activity + Label1:many | Fully supported | |
| Smart Campaign | Written inventory (not migrated)lossy | Fully supported | |
| Standard Activity (email, call, meeting, task) | Activity1:1 | Fully supported | |
| Standard Activity (form fill, page visit, score change) | Person custom field1:many | Fully supported | |
| Static List | Person custom label + segmentlossy | Fully supported | |
| Custom Activity | Activity + custom activity_type__c field1:1 | Fully supported | |
| Custom Object | Custom object1:1 | Fully supported | |
| Lead Score (demographic + behavioral) | Person custom field + written inventory1:1 | Fully supported | |
| Marketo Company to Person link | Person-Organization link1:1 | 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
Pipedrive gotchas
Custom field hash keys differ per account
Export access gated by visibility groups
Token-based API rate limits since December 2024
Sequences and Automations not exposed via REST API
Cost escalates via workflow caps and add-ons
Pair-specific challenges
Migration approach
Discovery and scope freeze
We audit the source Marketo instance across tier (Select/Prime/Ultimate), contact count, Company records, Opportunity records, Program count and type distribution, Smart Campaign count and status, Static List count and membership, custom object definitions and record counts, and standard versus custom activity volume. We pair this with a Pipedrive plan review (Essential/Advanced/Professional/Enterprise) and confirm seat count based on the customer's named-user list. The discovery output is a written migration scope document that defines what migrates as data, what migrates as configuration, and what is documented for manual rebuild.
Schema design and Pipedrive setup
We design the destination Pipedrive schema: custom fields on Person (lifecycle_stage__c, marketo_id__c, score__c, and behavioral event fields), custom fields on Organization (marketo_id__c, industry, annual_revenue__c), custom fields on Deal (marketo_id__c, probability_override__c, marketo_opportunity_id__c), labels for Program and Static List mappings, and custom activity types for Custom Activities. Pipedrive's web UI is used for field creation because Pipedrive's REST API does not support custom field schema creation. We configure pipelines and stages to match the Marketo Opportunity stage map before any data import begins.
Sandbox migration and reconciliation
We run a full migration into a Pipedrive trial or sandbox account using production-like data volume. The customer's RevOps lead reconciles record counts (Persons in, Organizations in, Deals in, Activities in), spot-checks 25-50 random records against the Marketo source, and validates the Person-Organization link resolution. Behavioral event field aggregation is validated for a sample of high-activity Persons. Sign-off on the sandbox migration is required before production migration begins.
Production migration in dependency order
We run production migration in record-dependency order: Organizations (from Marketo Companies, first because Persons link to Organizations), Persons (with lifecycle_stage__c, marketo_id__c, and behavioral aggregation), Deals (with stage_id resolved to the configured Pipedrive pipeline), Activities (calls, emails, meetings, tasks via Pipedrive API with rate-limit handling and chunking), and Custom Objects (last, because they may have lookups to Person and Organization). Each phase emits a row-count reconciliation report before the next phase begins.
Activity history migration and behavioral event aggregation
We extract Marketo's full activity history via the Bulk Activity API. Standard engagement activities (call, email, meeting, task) are inserted as native Pipedrive Activities. Behavioral events (form fill, page visit, score change, email open, email click) are aggregated per Person and written to the custom behavioral fields on the Person record. Full event history is serialized as JSON and written to a custom Person long-text field for audit. This step uses Marketo's Bulk Extract API for large activity sets to stay within the 100 calls per 20 seconds rate limit.
Cutover, validation, and Smart Campaign handoff
We freeze Marketo write access during cutover, run a final delta migration of any records modified during the migration window, then declare Pipedrive the system of record. We deliver the Smart Campaign inventory document and the scoring model inventory to the customer's Pipedrive admin team. We support a one-week hypercare window for reconciliation issues. We do not rebuild Smart Campaigns as Pipedrive Workflows inside the migration scope; that work is handled by the customer's Pipedrive admin using the inventory as a reference.
Platform deep dives
Adobe Marketo Engage
Source
Strengths
Weaknesses
Pipedrive
Destination
Strengths
Weaknesses
Complexity grading
Moderate CRM migration. 4 of 8 objects need a mapping; the rest are 1:1.
Overall complexity
Moderate migration
Derived from compatibility, mapping clarity, API constraints, and data volume across Adobe Marketo Engage and Pipedrive.
Object compatibility
4 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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