CRM migration
Field-level mapping, validation, and rollback between Cirqll and Pipedrive. We move data and schema; workflows are rebuilt natively in Pipedrive.
Cirqll
Source
Pipedrive
Destination
Compatibility
8 of 10
objects map 1:1 between Cirqll and Pipedrive.
Complexity
BStandard
Timeline
3-5 weeks
Overview
Moving from Cirqll to Pipedrive is a structural upgrade, not a record copy. Cirqll uses a flat record model where Customers, Leads, Tasks, and Activities sit alongside each other without enforced relationships. Pipedrive requires a relational model: Deals must be attached to an Organization (Company), and People (Contacts) must link to an Organization to be eligible for deal association. We resolve that dependency during scoping by creating Pipedrive Organizations first, then linking People, then attaching Deals. Cirqll's sparse API documentation means we probe the data model via trial exports before committing to field mappings. We do not migrate workflows, automations, or sequences as code, and we flag Cirqll's document blobs (binary attachments stored outside the API) as a separate pass that requires download-and-reupload handling outside the standard migration window.
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 Cirqll 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.
Cirqll
Customer
Pipedrive
Person
1:1Cirqll Customer records map to Pipedrive Person objects with full field fidelity including name, email, phone, and address fields. We resolve the email address as the dedupe key during import to prevent duplicate Person records. Cirqll custom properties on Customer migrate as Pipedrive custom fields if the customer's Pipedrive plan supports them (all paid plans include custom fields). Note that Pipedrive Persons are optionally linked to an Organization; we set this relationship during the Organization mapping phase.
Cirqll
Customer
Pipedrive
Organization
1:manyFor Cirqll Customers that represent companies (business name in the name field, or a domain-based email pattern), we create a Pipedrive Organization record first, then link the Person to it. This is a judgment call based on field inspection during the data audit phase; we document the rule and apply it consistently across all records to avoid mixed mappings.
Cirqll
Lead
Pipedrive
Lead
1:1Cirqll Lead records migrate 1:1 to Pipedrive Lead objects. Qualification status, source attribution, and owner assignment transfer as custom fields or standard Pipedrive Lead fields depending on what is present in Cirqll's schema. Pipedrive Lead custom fields share the same field space as Deal custom fields, so any Cirqll Lead custom properties must be checked for naming conflicts against existing Deal fields.
Cirqll
Activity (call, email, meeting)
Pipedrive
Activity
1:1Cirqll Activity records (calls, emails, meetings) map to Pipedrive Activity objects with the Activity type set to call, email, or meeting. Timestamps, duration, and related Contact or Lead references preserve. The Pipedrive Activity must link to a Person or Organization record; we resolve the WhoId by matching the related Cirqll Customer or Lead email to the migrated Pipedrive Person or Lead.
Cirqll
Task
Pipedrive
Activity (type = task)
1:1Cirqll Task records (due date, assignee, priority flag, completion status) map to Pipedrive Activity with type = task. Open and completed task states carry forward as done = true or done = false. Assignee maps by email lookup to the destination Pipedrive User.
Cirqll
Note
Pipedrive
Note
1:1Cirqll free-text Notes attached to Customers or Leads migrate to Pipedrive Note records linked via ContentDocumentLink to the parent Person, Organization, Deal, or Lead. Creation timestamp and author attribution preserve. Pipedrive Note records are visible in the activity timeline of the linked record.
Cirqll
Calendar Event
Pipedrive
Activity (type =calendar_event or meeting)
1:1Cirqll Calendar Events migrate with date, time, title, and attendee list. All-day event flags and recurrence patterns require field-level mapping because Pipedrive Activity does not natively support recurrence; recurring events from Cirqll become a series of individual Pipedrive Activity records with a shared custom recurrence_id field for grouping.
Cirqll
Document
Pipedrive
FileAttachment
1:1Cirqll documents are binary blobs that do not export via the standard API. We flag this during scoping as a secondary pass: Cirqll's document storage must be accessed via a download-and-reupload workflow, either through Cirqll's UI export or a direct database export if available. We handle this as a separate line item in the migration scope, preserving original filenames and upload timestamps. Document version history does not transfer.
Cirqll
User
Pipedrive
User
1:1Cirqll User accounts and their assignment to Leads, Tasks, and Activities migrate as owner mappings to Pipedrive User records. Active versus inactive status carries forward. Role-based permissions do not transfer because Pipedrive uses a different permission model; the customer's Pipedrive admin configures access roles post-migration. Any Cirqll User without a matching Pipedrive User goes to the reconciliation queue for admin provisioning before record import.
Cirqll
Lead-to-Customer conversion history
Pipedrive
Activity log (note or activity)
lossyCirqll's Lead-to-Customer conversion events are preserved as an Activity record on the migrated Person or Lead in Pipedrive, noting the conversion date and original Lead status. This is informational only; Pipedrive does not have a native conversion event object, so we represent it as a dated activity note for audit purposes.
| Cirqll | Pipedrive | Compatibility | |
|---|---|---|---|
| Customer | Person1:1 | Fully supported | |
| Customer | Organization1:many | Fully supported | |
| Lead | Lead1:1 | Fully supported | |
| Activity (call, email, meeting) | Activity1:1 | Fully supported | |
| Task | Activity (type = task)1:1 | Fully supported | |
| Note | Note1:1 | Fully supported | |
| Calendar Event | Activity (type =calendar_event or meeting)1:1 | Fully supported | |
| Document | FileAttachment1:1 | Fully supported | |
| User | User1:1 | Fully supported | |
| Lead-to-Customer conversion history | Activity log (note or activity)lossy | 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.
Cirqll gotchas
100 requests per minute API rate limit
Sparse API schema documentation
Document blob handling requires separate pass
No public pricing — tier limits unknown
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 schema probing
We audit Cirqll's actual data volume across all objects (Customers, Leads, Tasks, Activities, Notes, Calendar Events, Documents) by running probe reads against the API. Because Cirqll's full schema is not publicly documented, we request a trial account or sandbox export and inspect actual API responses to build the field map before committing to mappings. We also confirm the customer's Cirqll plan tier, document storage limits, and any known API call volume caps. The discovery output is a written migration scope with estimated record counts per object and a list of fields that require reverse-engineering.
Data quality audit and deduplication
We export the full Cirqll dataset and run a data quality report covering missing email addresses, duplicate Customer records, inconsistent phone and address formats, and records with no assigned owner. We deduplicate by email and phone where possible and flag records with missing required fields for the customer's review. Data cleaning runs as a separate pre-migration phase because bad data in Cirqll spreads into Pipedrive and undermines sales team trust post-migration. The customer approves the cleaned dataset before import begins.
Destination schema setup in Pipedrive
We configure Pipedrive before any data arrives: custom fields matching Cirqll's extended properties, Organization fields for the company-record layer, Deal stages mapped from Cirqll's task-based follow-up structure, and any custom activity types required for the migration. We also configure the Pipedrive User list so that every Cirqll Owner has a corresponding Pipedrive User provisioned (active or inactive depending on the owner's status in Cirqll). Schema setup runs in a Pipedrive trial or sandbox org first for validation.
Owner reconciliation and User provisioning
We extract every distinct Cirqll Owner referenced on Customer, Lead, Task, and Activity records and match by email against the configured Pipedrive User list. Owners without a matching Pipedrive User go to a reconciliation queue. The customer's Pipedrive admin provisions any missing Users before record import proceeds. OwnerId references must be resolved before any standard object import because they are required on Deals, Activities, and Notes in Pipedrive.
Production migration in dependency order
We run production migration in dependency order: Organizations first (from Cirqll Customers identified as companies), then Persons (from remaining Cirqll Customers, linked to Organizations), then Leads (with qualification status preserved), then Deals (linked to Organizations and Persons), then Activity history (Tasks, calls, emails, meetings via Pipedrive's REST API with token-cost-aware throttling), then Notes. Each phase emits a row-count reconciliation report. We pace against Cirqll's 100 req/min rate limit using batch chunking and timed intervals. Document blob migration runs as a secondary pass after the main CRM migration is validated.
Cutover, validation, and automation inventory handoff
We freeze Cirqll 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 every Cirqll automation, task-reminder rule, or sequence-style process that the customer's Pipedrive admin must rebuild in Pipedrive's workflow automation builder (available at the Advanced plan and above). We support a one-week hypercare window for reconciliation issues. We do not rebuild automations as code inside the migration scope.
Platform deep dives
Cirqll
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 Cirqll 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
Cirqll: 100 requests per minute per client (confirmed via docs.api.cirqll.nl/rate-limiting).
Data volume sensitivity
Cirqll 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.
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FAQ
Answers to the questions buyers ask most during Cirqll to Pipedrive migration scoping. Not seeing yours? Book a call.
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