CRM migration

Migrate from Capsule CRM to Pipedrive

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

Capsule CRM logo

Capsule CRM

Source

Pipedrive

Destination

Pipedrive logo

Compatibility

73%

8 of 11

objects map 1:1 between Capsule CRM and Pipedrive.

Complexity

BStandard

Timeline

1-2 weeks

Rollback included Accuracy guarantee Field-level validation

Overview

What this migration involves

Moving from Capsule CRM to Pipedrive is a structural migration that separates Capsule's unified Party object into Pipedrive's separate Person and Organization records, carries forward Opportunities as Deals, and maps Cases to Pipedrive's Ticket object where available. Capsule's data-tag-based custom fields require a separate field-definition API call to resolve types and options before values can be correctly cast and written to Pipedrive custom fields. We handle Capsule's 4,000 request per window API rate limit with throttling and exponential backoff, and we flag Capsule's Project objects and Workflow Automations for written inventory rather than live migration. Pipedrive's Essential plan at £14 per user per month includes unlimited contacts, removing the per-contact scaling constraint that affects Capsule Starter accounts above 30,000 contacts.

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

Capsule CRM logo

Capsule CRM

What's pushing teams away

  • Teams outgrow Capsule's feature ceiling when they need advanced automation, multi-currency support, or CRM capabilities beyond single-instance sales pipeline management.
  • Enterprise requirements like granular role permissions, SSO enforcement, or audit logging are absent or immature, forcing compliance-conscious teams to migrate elsewhere.
  • Occasional sync issues with third-party integrations cause data freshness problems that frustrate users who rely on real-time contact and calendar accuracy.
  • The platform lacks native marketing automation and advanced reporting dashboards, pushing marketing-heavy teams toward HubSpot or ActiveCampaign.
  • Small teams with fewer than 10 users report that Capsule works well but becomes expensive per-user as headcount grows, narrowing the value proposition.

Choosing

Pipedrive logo

Pipedrive

What's pulling them in

  • Clean drag-and-drop pipeline interface with minimal learning curve, making it approachable for small sales teams without dedicated CRM admins.
  • Visual deal tracking keeps reps focused on next actions — activities, calls, and follow-up tasks surface directly in the pipeline view.
  • Strong integrations via Zapier and native marketplace apps let teams wire Pipedrive into Calendly, ActiveCampaign, and similar sales-stack tools.
  • Mobile apps for iOS and Android keep field reps connected to deals, contacts, and tasks without a desktop session.
  • Reputation and review volume — over 3,000 verified reviews across G2 and Capterra — signal reliability for teams evaluating CRM options.

Object mapping

How Capsule CRM objects map to Pipedrive

Each row shows how a Capsule CRM 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.

Capsule CRM

Party (Contact)

maps to

Pipedrive

Person

1:1
Fully supported

Capsule Party records with type=person map directly to Pipedrive Person. We resolve the Party's associated Organisation (if any) and write the Person-Organization link using Pipedrive's org_id field after Organisation records are created. The Capsule party name splits into first_name and last_name using whitespace detection; single-word names land in last_name with first_name left blank. Email, phone, website, address, and timezone fields map 1:1 to their Pipedrive equivalents.

Capsule CRM

Party (Organisation)

maps to

Pipedrive

Organization

1:1
Fully supported

Capsule Party records with type=organisation map to Pipedrive Organization. Organisation name becomes the Pipedrive name field. Address, phone, website, and industry fields map 1:1. We create Organisation records before Person records so that the org_id link is resolved at the time of Person insert, avoiding orphaned Person records without an Organisation reference.

Capsule CRM

Opportunity

maps to

Pipedrive

Deal

1:1
Fully supported

Capsule Opportunities map to Pipedrive Deals with pipeline name mapped to Pipedrive pipeline and stage name mapped to Pipedrive stage. Expected close date, currency, value, probability (if set), owner, and notes migrate directly. Capsule's opportunity_background field migrates as a Pipedrive Deal note. If the Capsule Opportunity has a linked Party, we resolve the Person or Organisation ID and write the deal_id-person_id or deal_id-org_id link after Person and Organisation creation is complete.

Capsule CRM

Pipeline and Stage

maps to

Pipedrive

Pipeline and Stage

lossy
Fully supported

Each Capsule pipeline becomes a Pipedrive pipeline with its stages carried forward as Pipedrive stages. Stage probability percentages migrate from Capsule to Pipedrive stage probability. If Capsule's pipeline has more than three stages, we create all stages in Pipedrive; the customer configures stage colours and ordering post-migration. Stage probability is written as an integer percentage in Pipedrive's stage definition.

Capsule CRM

Case

maps to

Pipedrive

Ticket

1:1
Fully supported

Capsule Cases migrate to Pipedrive Tickets if the destination Pipedrive account has the Tickets feature enabled (Advanced plan and above). Case status, priority, assignee, and description map to Ticket status, priority, assignee, and subject. Case Kase_category and Kase_resolution migrate as custom fields in Pipedrive. If the destination Pipedrive account does not include the Tickets feature, Cases are migrated as Deals with a custom Case-type flag field to preserve the data without requiring a plan upgrade.

Capsule CRM

Project (Starter and above)

maps to

Pipedrive

Task

1:many
Fully supported

Capsule Project objects have no direct Pipedrive equivalent. Project name migrates as a Pipedrive Deal name with project_type flag, and Project milestones become Pipedrive Tasks linked to the Deal via the deal_id field. Project due dates map to task due_date; milestone completion status maps to task_status. Project-level custom fields migrate as Deal custom fields. The customer should confirm during scoping whether Projects represent sales milestones (suitable for Deal-Task flattening) or delivery milestones (which require a separate project management tool post-migration).

Capsule CRM

Custom Fields

maps to

Pipedrive

Custom Fields

lossy
Mapping required

Capsule's custom fields are created via a data-tag system and require a separate /fields/definitions API call per entity type (party, opportunity, case) to resolve field type, options for list fields, and display order. We query all field definitions before pulling record data, resolve list field option labels, apply the correct type casting (text, number, date, list) to raw values, and create matching custom fields in Pipedrive before writing records. List fields with defined options migrate as Pipedrive drop-down custom fields; free-text fields migrate as text custom fields.

Capsule CRM

Activity (Call, Email, Meeting, Note)

maps to

Pipedrive

Activity (Call, Email, Meeting, Note)

1:1
Fully supported

Capsule Activities log against Parties. Each activity type (call, email, meeting, note) migrates to the corresponding Pipedrive Activity type. Activity description, timestamp, direction (for calls), and attendee list migrate directly. We resolve the related Party or Opportunity reference at migration time and write the activity link to the correct Person or Deal record. Activity attachments migrate as Pipedrive file attachments linked to the activity record.

Capsule CRM

Task

maps to

Pipedrive

Task

1:1
Fully supported

Capsule Tasks carry due dates, assignees, status, and optional links to Parties or Opportunities. We preserve assignee mapping by resolving Capsule owner email to Pipedrive user ID. Tasks without an associated Party or Opportunity are imported as standalone Tasks with no linked entity. Completed task status maps to Pipedrive done=1; open tasks map to done=0. Overdue status is computed from the due date against the migration timestamp.

Capsule CRM

Tag

maps to

Pipedrive

Label

1:1
Fully supported

Capsule's flat tag model applies across Parties, Opportunities, and Cases. Tags migrate 1:1 to Pipedrive Labels, which apply across Deals, Persons, and Organisations. We preserve the tag name as the label name. If the Capsule account uses tags for multiple semantic purposes (e.g., both lead source and industry classification), we recommend the customer review label naming post-migration because Pipedrive Labels apply across all entity types with no separate namespaces.

Capsule CRM

User / Team Member

maps to

Pipedrive

User

1:1
Fully supported

Capsule Users are assigned as owners of Parties, Opportunities, Cases, and Tasks. We map Capsule users to corresponding Pipedrive users by email address match. Any Capsule user without a matching Pipedrive user account is held in a reconciliation queue for the customer's admin to provision before record import resumes. Inactive Capsule users migrate as inactive Pipedrive users so that historical ownership assignments are preserved without granting active system access.

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.

Capsule CRM logo

Capsule CRM gotchas

High

Capsule API rate limit is 4,000 requests per window

High

Free plan caps at 250 contacts and 2 users

Medium

Custom fields require separate field-definition API calls

Medium

Deleted records require a separate endpoint and are not returned in standard lists

Low

Projects and Workflow Automations are gated by plan tier

Pipedrive logo

Pipedrive gotchas

High

Custom field hash keys differ per account

High

Export access gated by visibility groups

Medium

Token-based API rate limits since December 2024

Medium

Sequences and Automations not exposed via REST API

Low

Cost escalates via workflow caps and add-ons

Pair-specific challenges

  • Capsule Party split requires deliberate Organisation resolution

    Capsule's unified Party object holds both Contacts and Organisations in one table, differentiated by a type field. Pipedrive maintains separate Person and Organisation tables with an explicit linking table between them. If a Capsule Contact has an associated Organisation, we must create the Organisation record first, then link the Person to it using Pipedrive's org_id field at insert time. Migrations that skip this dependency ordering create Person records without Organisation links that cannot be retroactively joined without a separate reconciliation pass. We enforce Organisation-first creation in our migration pipeline to prevent this.

  • Capsule API rate limit of 4,000 requests per window extends migration timelines

    Capsule enforces a per-account rate limit of 4,000 requests per window with reset communicated via the X-RateLimit-Reset header. For accounts with hundreds of thousands of records across Parties, Opportunities, Cases, Activities, and custom fields, this limit can extend migration timelines significantly. We throttle Capsule API calls to a maximum of 1 request per second and implement exponential backoff on 429 responses. For large accounts, we paginate using Capsule's Link header pagination and spread large batch operations across off-peak windows to avoid hitting the limit mid-migration. Customers with over 100,000 records should expect the migration window to extend beyond a single weekend.

  • Custom field definitions require a separate API call before values can be mapped

    Capsule's custom fields are not returned with entity records by default. Their definitions (field type, options for list-type fields, display order) must be fetched separately from the /fields/definitions endpoint for each entity type. Skipping this step causes list-type custom fields to be written as raw string values rather than Pipedrive drop-down options, resulting in inconsistent data in the destination. We query all field definitions before pulling any record data, resolve list field option labels, and apply correct type casting to all raw values before writing to Pipedrive.

  • Deleted records do not appear in standard Capsule list endpoints

    Capsule provides a /{type}/deleted endpoint for retrieving soft-deleted records, but deleted records do not appear in standard list responses and are not included in CSV exports. If the migration scope includes recovering accidentally deleted records, we must call the deleted endpoint per entity type during scoping. We raise this as a migration-scoping question early so the customer can confirm whether deleted records need to be recovered or permanently excluded. Without this step, deleted records are silently omitted from the migration.

  • Pipedrive's Essential plan limits pipelines and automation scope

    Pipedrive's Essential plan includes three pipelines maximum and limited workflow automation compared to Advanced and Professional tiers. If the source Capsule account uses more than three pipelines or advanced Workflow Automations, the destination Pipedrive account may require a plan upgrade to accommodate the full pipeline structure. We confirm the pipeline count and automation complexity during scoping and recommend the minimum Pipedrive tier required before migration begins. Migration into an under-tiered plan would require re-importing data after an upgrade, adding time and cost.

Migration approach

Six steps for a successful Capsule CRM to Pipedrive data migration

  1. Discovery and scoping

    We audit the source Capsule account across plan tier, Parties (Contacts and Organisations), Opportunities, Cases, Projects, custom fields, active Workflow Automations, activity history volume, and tag usage. We confirm the Capsule plan tier (Free/Starter/Growth/Advanced/Ultimate) because Project objects and Workflow Automations are gated by tier. We identify the number of pipelines and pipeline stages, and we confirm the contact count to rule out Free-plan truncation. The discovery output is a written migration scope covering record counts per object type, custom field count and type, pipeline configuration, and the minimum Pipedrive plan tier required.

  2. Custom field resolution and schema preparation

    We query Capsule's /fields/definitions endpoint for each entity type (party, opportunity, case, project) to resolve all custom field definitions before pulling any record data. We use the field type and option list to create matching Pipedrive custom fields (drop-down for list fields, text for free-text fields, number for numeric fields, date for date fields). We configure Pipedrive pipelines and stages to match Capsule pipeline structure, and we set stage probabilities to match Capsule stage values. This phase runs in parallel with Pipedrive sandbox setup so that schema is validated before any records are written.

  3. Sandbox migration and reconciliation

    We run a full migration into a Pipedrive trial or sandbox account using production-like data volume. The customer's admin reviews record counts (Organisations in, Persons in, Deals in, Activities in), spot-checks 25-50 records against Capsule source data, and validates that custom field values rendered correctly in Pipedrive. We particularly check list-type custom fields for correct option rendering, Opportunity-Deal links for correct Person and Organisation association, and activity timestamps for correct ordering. Any mapping corrections are documented and applied to the production migration configuration before cutover.

  4. Owner reconciliation and User provisioning

    We extract every distinct Capsule user referenced as an owner on Parties, Opportunities, Cases, and Tasks and match by email against the Pipedrive destination account's User table. Owners without a matching Pipedrive user are added to a reconciliation queue. The customer's Pipedrive admin provisions any missing users (active or inactive depending on whether the original Capsule user is still active). Migration cannot proceed past record import because Pipedrive requires a valid OwnerId on Deals at insert time.

  5. Production migration in dependency order

    We run production migration in record-dependency order: Organisations first (from Capsule Organisation-type Parties), then Persons (from Capsule Contact-type Parties with org_id resolved), then Deals (with Person and Organisation IDs resolved), then Cases and Tickets, then Activities (calls, emails, meetings, notes via Pipedrive Activities API), then Tasks, then custom field values. Each phase emits a row-count reconciliation report before the next phase begins. We throttle Capsule API reads to 1 request per second, handle 429 responses with exponential backoff, and use Pipedrive's bulk insert endpoints where available.

  6. Cutover, validation, and Workflow rebuild handoff

    We freeze Capsule writes during cutover, run a final delta migration of any records created or modified during the migration window, then enable Pipedrive as the system of record. We deliver a written inventory of Capsule Workflow Automations and Project objects with recommendations for Pipedrive equivalents (Workflows for Automation, Deal Tasks for Project milestones). We support a one-week post-migration validation window where we resolve any record linkage issues or custom field rendering problems. We do not rebuild Capsule Workflow Automations as Pipedrive Workflows inside the migration scope; that is a separate engagement or an internal admin task.

Platform deep dives

Context on both ends of the pair

Capsule CRM logo

Capsule CRM

Source

Strengths

  • Generous free tier that covers 250 contacts and 2 users indefinitely, removing financial risk for very small teams.
  • Exceptional ease of use — consistent 4.6/5 on ease of use across G2 and Capterra reviews, often cited as the best trait by long-term users.
  • Responsive human customer support referenced across Trustpilot and G2 reviews as a differentiator from larger platforms.
  • Clean API with OAuth 2.0, pagination, and a `since` filter that enables reliable incremental syncs during migration.
  • Solid integrations with Xero, QuickBooks, Zendesk, and Google Workspace make it a natural hub for small-business tech stacks.

Weaknesses

  • Workflow automation and Project objects require paid plans, limiting what a free-tier migration can demonstrate.
  • Capsule lacks native marketing automation, making it unsuitable for teams that need email campaign management within the CRM itself.
  • Advanced reporting, multi-currency support, and granular role permissions lag behind competitors, limiting enterprise readiness.
  • The API rate limit of 4,000 requests per window can extend migration timelines for accounts with hundreds of thousands of records, requiring throttling logic.
  • No native bulk export tool — migrations rely on API pagination or CSV exports, which may not capture all linked objects in a single pass.
Pipedrive logo

Pipedrive

Destination

Strengths

  • Intuitive drag-and-drop pipeline that sales reps actually use without resistance or training overhead.
  • Per-seat unlimited-deals model on all tiers — reps cannot be blocked from logging activity.
  • Active marketplace with 400+ integrations and a documented REST API with OpenAPI 3 specs.
  • Mobile apps with offline access, call logging, and calendar sync keep field teams operational.
  • Strong focus on sales activity tracking — next-action reminders and follow-up scheduling are first-class features.

Weaknesses

  • No custom objects — teams needing non-standard data structures must work around the four standard entity types.
  • Workflow automation limits by tier (30, 60, 90 active workflows) force upgrades as processes grow.
  • No free permanent plan — teams evaluating fit must commit to a trial without a freemium option.
  • Limited advanced reporting and custom dashboard capabilities compared to HubSpot or Salesforce.
  • Export permissions are gated by visibility groups, meaning data scoping must account for who can see what before migration.

Complexity grading

How hard is this migration?

Standard CRM migration. 3 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 Capsule CRM and Pipedrive.

  • Object compatibility

    B

    3 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

    Capsule CRM: 4,000 requests per rate limit window; reset time in X-RateLimit-Reset header.

  • Data volume sensitivity

    B

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

Estimator

Estimate your Capsule CRM to Pipedrive 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 Capsule CRM to Pipedrive data migrations

Answers to the questions buyers ask most during Capsule CRM to Pipedrive migration scoping. Not seeing yours? Book a call.

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Most migrations land between one and two weeks for accounts under 5,000 Parties and 500 Opportunities with no complex custom field schemas. Migrations with complex list-type custom fields, large activity histories (over 50,000 engagements), or multiple Capsule pipelines requiring Pipedrive pipeline configuration move to three to five weeks because of the custom field definition resolution step and the dependency-ordered import sequence required to maintain Person-Organisation and Deal-Contact relationships.

Adjacent paths

Related migrations to explore

Ready when you are

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