CRM migration
Field-level mapping, validation, and rollback between SalesCaptain and Pipedrive. We move data and schema; workflows are rebuilt natively in Pipedrive.
SalesCaptain
Source
Pipedrive
Destination
Compatibility
7 of 11
objects map 1:1 between SalesCaptain and Pipedrive.
Complexity
BStandard
Timeline
3-5 weeks
Overview
Moving from SalesCaptain to Pipedrive is a structural migration for teams that have outgrown SalesCaptain's narrow data model and limited automation scope. SalesCaptain uses a unified contact-company structure with Leads as a separate qualifier object, and it represents communication history as threaded Conversations. Pipedrive splits this into Persons (Contacts), Organizations (Companies), Leads, Deals, and Activities (calls, meetings, tasks, notes). We resolve that schema gap during scoping, mapping SalesCaptain Conversations to Pipedrive Activities with participant links and timestamps preserved. SalesCaptain does not expose a bulk export endpoint, so we poll the standard REST API in controlled batches with retry logic. Workflow Automation Rules and AI voice routing configurations do not migrate; we deliver a written Workflow Inventory during scoping so your team can rebuild these in Pipedrive's Automation Builder after cutover.
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 SalesCaptain 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.
SalesCaptain
Contact
Pipedrive
Person
1:1SalesCaptain Contact records map directly to Pipedrive Person. Standard fields (name, email, phone, address) transfer 1:1. The SalesCaptain contact ID is preserved in a custom field sc_original_id__c for deduplication and cross-reference. Owner assignment resolves by email match against Pipedrive User records; unresolved owners are held in a reconciliation queue for admin provisioning before Person import completes.
SalesCaptain
Company
Pipedrive
Organization
1:1SalesCaptain Company records map to Pipedrive Organization. Company-level fields (name, domain, address, industry) transfer directly. The Organization is created before Person import so that the Organization ID is available to satisfy Person.organization_id during bulk insert. Multi-location companies in SalesCaptain map to a single Organization with the location data stored in a custom field sc_location__c on the Organization record.
SalesCaptain
Lead
Pipedrive
Lead
1:1SalesCaptain Lead records (distinct from Contact) map to Pipedrive Lead. Lead status and source properties migrate to Pipedrive's lead_status and custom source fields. Pipedrive's Lead object uses the same custom field schema as Deals, so any SalesCaptain Lead-specific custom fields map to the Pipedrive Lead field group without schema changes.
SalesCaptain
Deal
Pipedrive
Deal
1:1SalesCaptain Deals map to Pipedrive Deals with stage mapping resolved against the destination pipeline. If SalesCaptain uses multiple deal pipelines, each becomes a separate Pipedrive pipeline with its own stage set. Deal value, expected close date, and owner transfer directly. Custom properties on SalesCaptain Deals migrate as Pipedrive custom fields on the Deal object.
SalesCaptain
Deal Stage
Pipedrive
Pipeline Stage
lossyEach SalesCaptain pipeline and its stage values are mapped to a Pipedrive pipeline with corresponding stage values. Stage order and probability percentages transfer to Pipedrive's stage configuration. We configure the pipeline in Pipedrive before Deal migration begins so that stage references are valid at import time.
SalesCaptain
Conversation (message thread)
Pipedrive
Activity (Note or Task)
1:manySalesCaptain Conversation threads (SMS, calls, messages) are decomposed into individual Activity records in Pipedrive. Each message within a thread becomes a separate Note or Task with an Activity timestamp, participant list, and content. The parent thread is preserved by linking all resulting Activities to the same SalesCaptain conversation_id stored in a custom field sc_thread_id__c. If the SalesCaptain thread references a specific Deal, the Activity also links to the corresponding Pipedrive Deal via WhatId.
SalesCaptain
Communication Channel Profile
Pipedrive
Custom Field or User Profile Note
1:1SalesCaptain Communication Channel Profiles (phone numbers, messaging accounts) export as metadata. These transfer to Pipedrive as custom fields on the Person record (phone_1__c, phone_2__c, sms_number__c) or as Notes attached to the Person for richer context. Channel-specific routing rules (e.g., auto-assignment by phone number) have no Pipedrive equivalent and are documented in the Workflow Inventory for manual rebuild.
SalesCaptain
Custom Field (Contact)
Pipedrive
Custom Field (Person)
lossySalesCaptain custom field definitions export as JSON schemas. We create matching Pipedrive custom fields on the Person object before migration, applying type coercion where SalesCaptain field types (date-only, multi-select) may not map directly to Pipedrive equivalents. Multi-select picklist values are normalized to Pipedrive's comma-delimited format. Date-only fields are stored as datetime in Pipedrive to avoid time-zone ambiguity, flagged in the mapping sheet.
SalesCaptain
Custom Field (Deal)
Pipedrive
Custom Field (Deal)
lossyDeal-level custom fields in SalesCaptain migrate to Pipedrive Deal custom fields. Pipedrive supports custom fields on Deals from the Lite tier, but pipeline-specific custom fields (visible only in certain pipeline stages) require the Premium tier. We confirm the customer's Pipedrive tier during scoping and adjust the field placement accordingly.
SalesCaptain
User / Team Member
Pipedrive
User
1:1SalesCaptain User records (name, email, role, assignment data) map to Pipedrive Users. Owner assignment on migrated records uses email-based lookup. Any SalesCaptain user without a matching Pipedrive User account is flagged in the reconciliation report for admin provisioning before record migration begins.
SalesCaptain
Automation Flow
Pipedrive
Automation (no direct migration)
1:1SalesCaptain Automation Flows (triggers, conditions, actions, delays) are not exposed via API and cannot be migrated programmatically. We document every active Automation Flow during the discovery phase using a Workflow Inventory worksheet that captures trigger conditions, action types, filter logic, and recommended Pipedrive Automation Builder equivalent. The customer's admin rebuilds these post-migration using the inventory as a reference guide.
| SalesCaptain | Pipedrive | Compatibility | |
|---|---|---|---|
| Contact | Person1:1 | Fully supported | |
| Company | Organization1:1 | Fully supported | |
| Lead | Lead1:1 | Fully supported | |
| Deal | Deal1:1 | Fully supported | |
| Deal Stage | Pipeline Stagelossy | Fully supported | |
| Conversation (message thread) | Activity (Note or Task)1:many | Fully supported | |
| Communication Channel Profile | Custom Field or User Profile Note1:1 | Fully supported | |
| Custom Field (Contact) | Custom Field (Person)lossy | Fully supported | |
| Custom Field (Deal) | Custom Field (Deal)lossy | Fully supported | |
| User / Team Member | User1:1 | Fully supported | |
| Automation Flow | Automation (no direct migration)1:1 | 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.
SalesCaptain gotchas
No public bulk export API for high-volume migrations
Workflow automation rules do not export via API
Bearer token rotation requires re-authentication during migration
Limited custom field type support on import
No public API rate limit documentation
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 data audit
We audit the source SalesCaptain account across Contacts, Companies, Leads, Deals, Conversations, custom fields, and active Automation Flows. We extract record counts per object, identify duplicate records, flag incomplete fields (missing email, missing company link), and inventory every Automation Flow definition for the Workflow Inventory worksheet. We pair this with a Pipedrive edition review (Essential, Advanced, Professional, Premium) to confirm custom field tiering and automation availability match the customer's migration scope.
Pipedrive schema provisioning and pipeline configuration
We create the destination schema in Pipedrive before any data moves. This includes custom fields on Person, Organization, Lead, and Deal (with type mapping from SalesCaptain), Pipedrive pipelines and stages mapped from SalesCaptain pipelines, and user provisioning mapping. We deploy into a Pipedrive trial or sandbox environment for validation before production migration begins. If the customer uses multi-location company data, we configure the location field strategy during this step.
Batch polling extraction from SalesCaptain API
We extract data from SalesCaptain using batch polling against the standard REST endpoints rather than a bulk export (none exists). We paginate in controlled batches, store each batch to a staging area, and apply deduplication logic before staging. Conversation threads are extracted with their full message array and decomposed into individual Activity records in staging. We apply custom field type normalization during extraction so the staging data matches Pipedrive's expected formats. The extraction runs with retry logic and exponential backoff to handle throttling without data loss.
Owner reconciliation and User provisioning
We extract every distinct SalesCaptain Owner referenced on Contact, Company, Deal, and Activity records and match by email against the destination Pipedrive account's User table. Owners without a matching Pipedrive User are held in a reconciliation queue for the customer's admin to provision before record import resumes. Owner resolution must complete before Person and Deal import because OwnerId is a required field on both objects.
Production migration in dependency order
We run production migration in record-dependency order: Organizations (from SalesCaptain Companies), Persons (with organization_id resolved), Leads, Deals (with person_id, organization_id, and owner_id resolved), custom field data, and Activity history (calls, meetings, tasks, notes decomposed from Conversations via sc_thread_id__c). Each phase emits a row-count reconciliation report before the next phase begins. Pipedrive's Bulk API via third-party tools (Import2, SyncMatters) handles the high-volume Activity phase; we monitor for throttling responses and back off accordingly.
Cutover, validation, and Workflow Inventory handoff
We freeze SalesCaptain writes during cutover, run a final delta migration of any records modified during the migration window, then enable Pipedrive as the system of record. We deliver the Workflow Inventory document listing every active Automation Flow with its trigger, conditions, actions, and recommended Pipedrive Automation Builder equivalent. We support a one-week hypercare window to resolve any data discrepancies raised by the team. We do not rebuild SalesCaptain Automation Flows as Pipedrive automations inside the migration scope; that is a separate engagement or an internal admin task.
Platform deep dives
SalesCaptain
Source
Strengths
Weaknesses
Pipedrive
Destination
Strengths
Weaknesses
Complexity grading
Standard CRM migration. 3 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 SalesCaptain and Pipedrive.
Object compatibility
3 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
SalesCaptain: Not publicly documented.
Data volume sensitivity
SalesCaptain doesn't expose a bulk API — REST + parallelization used for high-volume runs.
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
Answers to the questions buyers ask most during SalesCaptain to Pipedrive migration scoping. Not seeing yours? Book a call.
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