CRM migration
Field-level mapping, validation, and rollback between Markate and Pipedrive. We move data and schema; workflows are rebuilt natively in Pipedrive.
Markate
Source
Pipedrive
Destination
Compatibility
6 of 10
objects map 1:1 between Markate and Pipedrive.
Complexity
CModerate
Timeline
2-4 weeks
Overview
Moving from Markate to Pipedrive is a platform switch from a field service management system to a dedicated sales CRM. Markate organizes field operations around Customers, Work Orders, Estimates, and Invoices; Pipedrive organizes sales around People (Contacts), Organizations (Companies), and Deals with an Activity timeline. The core migration challenge is transforming Work Orders into Pipedrive Deals while preserving the customer relationship and historical job data, and mapping Markate's line-item Items and Categories to Pipedrive Products. Markate has no public REST API, so we extract via CSV export and import through Pipedrive's bulk API with parent-record lookup resolution. Custom fields, file attachments, and field service-specific properties do not transfer; we document these as manual-rebuild items in the handoff package. Workflows, automations, and scheduling rules from Markate do not migrate, and Pipedrive's native automation tools must be rebuilt post-migration.
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 Markate 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.
Markate
Customers
Pipedrive
People (Contact) and Organization
1:manyMarkate Customers with a company name field map to a Pipedrive Organization; the primary contact person maps to a Pipedrive Person linked to that Organization. Sole proprietors with no company name map to a Person only. We use the customer name as the Person name field and extract email and phone from the Markate contact fields. The Organization is created first, then the Person is linked via the org_id field at migration time.
Markate
Estimates
Pipedrive
Deals
1:1Markate Estimates map to Pipedrive Deals. The Markate estimate status (sent, accepted, declined) maps to Pipedrive deal status (open, won, lost) with a custom field markate_estimate_status__c preserving the original Markate value. The estimate total amount maps to the Pipedrive deal value. We resolve the Person or Organization lookup from the linked Markate Customer before Deal insert.
Markate
Work Orders
Pipedrive
Deals or Activities
1:1Markate Work Orders are the core job ticket object and map to Pipedrive Deals. The Work Order number becomes the deal title, and the job description maps to the deal's notes field. Assigned team members require User lookup resolution in Pipedrive. Status fields (scheduled, in-progress, completed) map to open/deal stage values, with completed Work Orders set to Won or a custom closed stage. Job site address migrates to the deal's address fields or a custom address field.
Markate
Invoices
Pipedrive
Deals or Products
1:1Markate Invoices map to Pipedrive Deals when the invoice represents a billable project or service. The invoice total becomes the deal value, and the payment status (paid, partial, unpaid) is preserved in a custom field markate_invoice_status__c. For recurring service invoicing, the Invoice can also be documented as an Activity note rather than a deal, depending on the customer's business model decision made during scoping.
Markate
Items and Categories
Pipedrive
Products
1:1Markate Items (products and services) and Categories map to Pipedrive Products and Product Categories. Categories must be imported first to establish the product grouping structure. Items with prices map to Products with Standard Price Book entries. The Markate SKU becomes the Pipedrive Product code. Products are imported before Deals so that line-item associations can be resolved during Deal creation.
Markate
Expenses
Pipedrive
Notes or Activities
lossyMarkate Expenses track job-related costs and can map to Pipedrive Activities (as a logged note with a due date) or to a custom expense tracking object depending on the customer's reporting needs. The expense vendor, amount, and date migrate; the original receipt attachment is noted as a manual-rebuild item. We document the chosen mapping strategy during scoping based on how the customer uses expense data in Pipedrive.
Markate
Team Members / Employees
Pipedrive
Users
1:1Markate Team Members are billable users assigned to Work Orders and Invoices. We extract the team member list and attempt to match by email against the destination Pipedrive User records. Team members without matching Pipedrive Users go to a reconciliation queue for the customer admin to provision before record import resumes, since OwnerId references on Deals are required.
Markate
Custom Fields
Pipedrive
Custom Fields
lossyMarkate does not expose custom field definitions via its CSV export interface. Any custom fields added by the customer in Markate are not visible in the exported data. We explicitly document this gap during scoping and create a custom field mapping worksheet for the customer to define which custom fields they need in Pipedrive, then pre-create those fields in Pipedrive before migration begins.
Markate
Attachments
Pipedrive
Files (ContentDocuments)
1:1Markate's Data Migration tool does not export file attachments including photos, signed documents, and receipts. We flag all attachments as manual-migration items and provide a checklist of files organized by Customer, Work Order, and Invoice for the customer to re-upload in Pipedrive after migration. Photos from Work Orders are the highest-priority attachment category to address in the manual-migration checklist.
Markate
Customer Portal data
Pipedrive
Not migrated
lossyMarkate's Customer Portal allows self-service booking and payment for clients. This portal data (booked appointments, payment history, customer-facing documents) does not live in Markate's CSV export and has no direct Pipedrive equivalent. We document the Customer Portal as a replaced-by-Pipedrive feature and recommend the customer configure Pipedrive's customer-facing capabilities or a third-party portal integration post-migration.
| Markate | Pipedrive | Compatibility | |
|---|---|---|---|
| Customers | People (Contact) and Organization1:many | Fully supported | |
| Estimates | Deals1:1 | Fully supported | |
| Work Orders | Deals or Activities1:1 | Fully supported | |
| Invoices | Deals or Products1:1 | Fully supported | |
| Items and Categories | Products1:1 | Mapping required | |
| Expenses | Notes or Activitieslossy | Fully supported | |
| Team Members / Employees | Users1:1 | Mapping required | |
| Custom Fields | Custom Fieldslossy | Not supported | |
| Attachments | Files (ContentDocuments)1:1 | Not supported | |
| Customer Portal data | Not migratedlossy | 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.
Markate gotchas
No duplicate checking during CSV import
Import cannot be reversed
Custom fields and attachments are excluded from exports
No public API for automated migration tooling
Support hours limited to business days only
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 Markate CSV audit
We audit the Markate account to identify all exported objects (Customers, Estimates, Work Orders, Invoices, Items, Categories, Expenses, Team Members). We export each object as a CSV through Markate's Data Migration tool and count records per type. We identify any custom fields visible in the Markate UI that will not appear in the CSV and document them as manual-rebuild items. We review Pipedrive's target plan (Essential, Advanced, Professional, Power, or Enterprise) to confirm which features are available for the mapping scope.
Schema design and Pipedrive configuration
We design the Pipedrive destination schema before any data moves. This includes creating custom fields for Markate-specific properties (estimate status, invoice status, original Markate IDs), setting up Product categories to match Markate's Items and Categories structure, configuring deal stages that reflect the Markate Work Order status flow, and setting up duplicate detection rules. The schema is configured in a Pipedrive sandbox or trial org first for validation before production migration begins.
Duplicate analysis and data cleaning
We run a pre-flight duplicate analysis on every exported CSV. For Customers, we flag records with duplicate email addresses or matching company names that should merge. For Work Orders and Invoices, we flag records with missing or invalid foreign keys to the parent Customer. We present a deduplication report to the customer with specific merge recommendations and wait for written confirmation before proceeding. We also clean up invalid characters, normalize phone number formats, and resolve any required field gaps.
Owner and User reconciliation
We extract every distinct Markate Team Member referenced on Work Orders, Invoices, and Estimates and attempt to match by email against the Pipedrive destination User table. Team Members without a matching Pipedrive User go to a reconciliation queue for the customer's Pipedrive admin to provision before record import resumes, since OwnerId references are required on Deals. This step gates the production migration start.
Production migration in dependency order
We run production migration in record-dependency order: Products (from Items and Categories), Organizations (from company-named Customers), People (from Customer contacts linked to Organizations), Deals (from Work Orders and Estimates with PersonId and OrganizationId resolved), Activities (from Expenses mapped to Activity notes), then attachments as a manual checklist. Each phase emits a row-count reconciliation report before the next phase begins. We use Pipedrive's bulk API with chunking and rate-limit handling to avoid triggering burst limits.
Cutover, validation, and automation rebuild handoff
We freeze Markate 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 automation and custom-field inventory document to the customer's Pipedrive admin team with a recommended rebuild guide for Pipedrive's workflow automation builder. We support a one-week hypercare window where we resolve reconciliation issues raised by the customer's team. We do not rebuild automations inside the migration scope.
Platform deep dives
Markate
Source
Strengths
Weaknesses
Pipedrive
Destination
Strengths
Weaknesses
Complexity grading
Moderate CRM migration. 1 of 8 objects need a manual workaround.
Overall complexity
Moderate migration
Derived from compatibility, mapping clarity, API constraints, and data volume across Markate and Pipedrive.
Object compatibility
1 of 8 objects need a manual workaround.
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
Markate: Not publicly documented — no public API exists.
Data volume sensitivity
Markate 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 Markate to Pipedrive migration scoping. Not seeing yours? Book a call.
Walk through your Markate to Pipedrive migration with a real engineer — 30 minutes, free, written quote within 24 hours.
Book a free 30 minute consultationAdjacent paths
Other ways to leave Markate
Other ways to arrive at Pipedrive
Ready when you are
Tell us record counts and timeline. We'll come back with a written quote inside 1 business day — no commitment, no sales pitch.