CRM migration

Migrate from Trade Service Pro to Pipedrive

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

Trade Service Pro logo

Trade Service Pro

Source

Pipedrive

Destination

Pipedrive logo

Compatibility

86%

12 of 14

objects map 1:1 between Trade Service Pro and Pipedrive.

Complexity

BStandard

Timeline

48–72 hours

Rollback included Accuracy guarantee Field-level validation

Overview

What this migration involves

Trade Service Pro was a field service management platform that combined CRM, scheduling, invoicing, and payment processing for trade businesses. With TSP now defunct, teams need a structured exit to a live CRM. Pipedrive is a sales-focused CRM that organizes data around Person, Organization, Deal, and Activity objects — with a visual pipeline model that maps cleanly to TSP's customer and estimate records. The migration carries TSP customers and contacts into Pipedrive Persons and Organizations, TSP estimates and proposals into Deals with stage-mapped status, invoice history as Activity notes, and work order data as custom fields or linked records. What cannot move: TSP scheduling logic, payment processing integrations, custom form builders, timesheet workflows, and any TSP automations — those must be rebuilt in Pipedrive or external tools. FlitStack AI sequences the migration so Person records exist before Deals can link to them, uses Pipedrive's API v2 for bulk writes with rate-limit-aware batching, and delivers a field-level diff before the full run commits.

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

Trade Service Pro logo

Trade Service Pro

What's pushing teams away

  • No public API means third-party integrations or automated data pipelines are not possible, pushing growing companies toward platforms like ServiceTitan or Jobber that offer developer access.
  • Support is ticket-based with no clear SLA, and several reviews of similar FSM platforms cite slow response times as a reason for switching.
  • Limited scalability beyond 11–50 employees means companies that grow past that range often need a more robust platform with advanced dispatch and reporting.
  • Sync issues and reliability bugs, reported across comparable FSM tools, cause field teams to lose confidence in the system during active jobs.

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 Trade Service Pro objects map to Pipedrive

Each row shows how a Trade Service Pro 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.

Trade Service Pro

TSP Customer

maps to

Pipedrive

Pipedrive Person

1:1
Fully supported

TSP customers map directly to Pipedrive Persons. Name, email, phone, address, and company association fields map to Person fields. TSP customers without an email receive a placeholder email (customer_[id]@placeholder.flitstack) to satisfy Pipedrive's uniqueness constraint. This mapping also preserves the original TSP customer ID as a custom field for future reference.

Trade Service Pro

TSP Company (on Customer)

maps to

Pipedrive

Pipedrive Organization

1:1
Fully supported

TSP stores company name as a property on the Customer object. In Pipedrive, the company becomes a separate Organization record, and the Person links via the Person's organization_id field. This requires creating the Organization first, then linking each Person. ensuring referential integrity across the dataset

Trade Service Pro

TSP Estimate / Proposal

maps to

Pipedrive

Pipedrive Deal

1:1
Fully supported

TSP estimates and proposals map to Pipedrive Deals. Estimate amount becomes Deal value. Estimate status (draft, sent, accepted, declined) maps to a custom Deal stage or Pipedrive's built-in stage values. Multiple estimates per customer become multiple Deals linked to the same Person.

Trade Service Pro

TSP Invoice

maps to

Pipedrive

Pipedrive Deal + Activity Note

many:1
Fully supported

TSP invoices cannot map to a native Pipedrive billing object — Pipedrive has no invoice module. Invoice records are preserved as Activity Notes on the corresponding Deal, containing invoice number, amount, date, and status. For ongoing invoicing, Pipedrive integrates with QuickBooks or Xero post-migration.

Trade Service Pro

TSP Work Order

maps to

Pipedrive

Pipedrive Deal + Custom Fields

1:1
Fully supported

TSP work orders have no Pipedrive equivalent. Work order fields (job type, technician, status, location, scheduled date) migrate as custom fields on the linked Deal. The Deal's Activity log records the work order history as timestamps. These custom fields are indexed for filtering, allowing you to report on job type and technician performance directly in Pipedrive.

Trade Service Pro

TSP Pricebook Item

maps to

Pipedrive

Pipedrive Product

1:1
Fully supported

TSP pricebook products and services map to Pipedrive Products. Product name, unit price, and unit description map directly. Products can be linked to Deals as line items via the Pipedrive ProductLinks API. Each product record also stores a reference to its TSP pricebook identifier, enabling traceability after migration.

Trade Service Pro

TSP Payment / Credit Card Transaction

maps to

Pipedrive

Pipedrive Activity Note

1:1
Fully supported

TSP payment records have no Pipedrive equivalent. Payment records (transaction ID, amount, date, method) are preserved as Activity Notes on the linked Deal. Payment processing must be migrated to Pipedrive's integrated payment tools or an external processor post-migration. for accurate financial reporting

Trade Service Pro

TSP User / Owner

maps to

Pipedrive

Pipedrive User

1:1
Fully supported

TSP user records map to Pipedrive users by email match. TSP technician and admin roles have no Pipedrive equivalent — these map to standard Pipedrive user roles (admin, manager, regular). Owner resolution is done before migration; unmatched owners are flagged for manual assignment.

Trade Service Pro

TSP Custom Form Data

maps to

Pipedrive

Pipedrive Custom Fields on Person/Deal

1:1
Fully supported

TSP custom form fields capture industry-specific data (e.g., HVAC license number, insurance policy, property type). These require custom fields in Pipedrive on the relevant object (Person for customer attributes, Deal for job attributes). Field types are matched to Pipedrive's 16 supported custom field types.

Trade Service Pro

TSP Timesheet Record

maps to

Pipedrive

Pipedrive Activity (Task)

1:1
Fully supported

TSP timesheet records (clock-in, clock-out, job timers) have no Pipedrive equivalent. Timesheet data is preserved as Activity Notes or Tasks on the related Deal for audit purposes, but Pipedrive does not support timesheet-native functionality. Post-migration, teams use dedicated time-tracking tools integrated via Zapier or native Pipedrive automations.

Trade Service Pro

TSP Scheduling / Appointment

maps to

Pipedrive

Pipedrive Activity (Event)

many:1
Fully supported

TSP scheduled jobs map to Pipedrive Activities. Appointment date, time, technician assignment, and location become a Pipedrive Event linked to the Deal and the assigned Person. Pipedrive's calendar sync with Google Calendar or Outlook can be configured post-migration to surface these events.

Trade Service Pro

TSP Attachment / File

maps to

Pipedrive

Pipedrive File

1:1
Fully supported

TSP files (photos, documents, signed forms) attached to customers, work orders, or estimates upload to Pipedrive's Files object. Files are linked to the corresponding Person, Organization, or Deal. File size limits follow Pipedrive's attachment constraints. Inline images in notes are re-hosted on Pipedrive's file storage.

Trade Service Pro

TSP Note

maps to

Pipedrive

Pipedrive Activity Note

1:1
Fully supported

TSP notes attached to customers or work orders map to Pipedrive Activity Notes on the corresponding Person or Deal. Original timestamps and author information are preserved as Note metadata. This preserves the full context of each note, enabling team members to review historical communication without accessing the legacy TSP system.

Trade Service Pro

TSP Integration / Third-party Connection

maps to

Pipedrive

Not Migrated

1:1
Fully supported

TSP integrations (e.g., QuickBooks sync, payment gateway connections) cannot migrate to Pipedrive. Each integration must be reconnected manually. FlitStack documents the integration list from TSP as a rebuild checklist for the Pipedrive admin. This checklist also includes OAuth scopes, API credentials, and any required field mappings for each external service.

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.

Trade Service Pro logo

Trade Service Pro gotchas

High

No public API forces reliance on in-app CSV exports

Medium

Active timesheet timers do not export in CSV

Medium

eSign status on Proposals does not carry over

Low

Attachment bulk download requires separate handling

Medium

No schema documentation complicitates field mapping

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

  • TSP has shut down — migration window is time-sensitive

    Trade Service Pro has officially closed. Any remaining data access is on a narrowing window before TSP's infrastructure is fully decommissioned. If export files are not secured quickly, data may become inaccessible. FlitStack AI prioritizes TSP-to-Pipedrive migrations in the queue and works from available export formats (CSV, direct database export if accessible, or TSP's backup files) before the window closes. Teams should initiate migration planning immediately. Delays beyond the cutoff may result in permanent data loss, as TSP's servers are scheduled for retirement. FlitStack AI can request an emergency data dump if access is still available, and will advise customers on preserving any remaining export files without delay.

  • Pipedrive's token-based API rate limits constrain bulk write speed

    Pipedrive enforces token-based rate limits: 20 req/2s on Lite, 40 on Growth, 100 on Premium, 120 on Ultimate. TSP data volumes (potentially thousands of customers, work orders, and invoices) can hit these limits during bulk migration. FlitStack AI batches writes and implements exponential backoff on 429 responses, but teams on lower Pipedrive plans should expect longer migration windows. Upgrade to Premium or Ultimate before migration if speed is critical. especially when handling high record counts.

  • TSP scheduling and timesheet data cannot become Pipedrive native records

    Pipedrive has no scheduling, timesheet, or job-timer module. TSP work order schedules and technician timesheets migrate as custom fields on Deals (scheduled_date, timesheet_hours) and Activity Notes, not as native Pipedrive Events or Tasks that interact with Pipedrive's calendar system. Teams relying on TSP's scheduling features need a separate scheduling tool post-migration (Pipedrive integrates with Calendly, Google Calendar, and other scheduling tools). Without native scheduling, team members should verify that the chosen scheduling solution supports two-way calendar sync and allows booking conflicts to be flagged automatically.

  • TSP custom forms create non-standard fields requiring manual field creation in Pipedrive

    TSP custom form fields have no standard naming convention and may include industry-specific pick-lists (e.g., HVAC system type, roof pitch, license number). Pipedrive supports 16 custom field types but requires each field to be pre-created via the API (POST /personFields, /organizationFields, /dealFields) or manually in the UI before data populates. FlitStack AI generates a field creation script from TSP's form schema and executes it before the migration run. This ensures all custom fields exist before any record is written, preventing import errors.

  • TSP pricebook items require Product record creation before Deal line-item linking

    Pipedrive Products must exist before they can be linked to Deals as line items via the ProductLinks API. TSP pricebook items with many variants (labor rates, material markups, equipment charges) require individual Product records to be created in Pipedrive before Deals reference them. If Products are not pre-created, Deals import without line items and must be updated manually or via a second migration pass. Pre-creation can be automated using bulk CSV imports into Pipedrive's Products section.

Migration approach

Six steps for a successful Trade Service Pro to Pipedrive data migration

  1. Extract TSP data from available export formats

    FlitStack AI pulls data from TSP via available export mechanisms — CSV exports, direct database access if accessible, or TSP backup files. We map TSP objects (Customers, Estimates, Work Orders, Invoices, Products, Users) to a normalized staging schema. Data quality is assessed: duplicate records flagged, missing required fields (email, name) identified, and date format normalization applied before Pipedrive ingestion. including any legacy attachments.

  2. Pre-create Pipedrive custom fields and Products

    Before any records land, FlitStack AI creates custom fields in Pipedrive via the API (POST /personFields, /organizationFields, /dealFields) using TSP's form schema as the field definition source. Pipedrive Products are created from TSP pricebook items so Deal line-item linking works on the first pass. Pipedrive pipelines and stages are configured per the agreed mapping plan. and validated against existing Pipedrive field names to avoid conflicts

  3. Resolve TSP users to Pipedrive users by email

    TSP user records are matched to Pipedrive users by email address. Unmatched users are flagged — your team either creates the Pipedrive user first or assigns their records to a fallback owner. No Deal lands without a valid owner_id. TSP technician assignments on work orders resolve to the same owner mapping. This mapping ensures that historical technician activity is traceable in Pipedrive's Activity feed, preserving accountability.

  4. Migrate Organizations and Persons first, then Deals

    Pipedrive requires Organizations before Persons (via organization_id) and Persons before Deals (via person_id). FlitStack sequences the migration: Organizations → Persons → Deals → Activities → Files. This foreign-key ordering ensures each record's linked parent exists at write time. Products are created in parallel with Organizations. By aligning the migration sequence with Pipedrive's API constraints, we avoid costly rollback scenarios and keep the overall timeline predictable.

  5. Run sample migration with field-level diff before full commit

    A representative slice (typically 200–500 records spanning Persons, Organizations, Deals, and Activities) migrates first. FlitStack generates a field-level diff showing source values against destination field values for every mapped column. You verify stage mapping, owner resolution, custom field population, and date preservation before the full run is initiated. This preview step reduces risk by catching mapping errors early and allows you to adjust field transformations before committing to the full dataset.

  6. Execute full migration with delta-pickup window and audit log

    The full migration runs with rate-limit-aware batching respecting Pipedrive's token-based limits. A delta-pickup window (24–48 hours) captures any records created or modified in TSP during cutover. FlitStack produces an audit log of every record written, the operation type, and the timestamp. One-click rollback reverts the Pipedrive account to its pre-migration state if reconciliation fails. and ensures data integrity throughout the process

Platform deep dives

Context on both ends of the pair

Trade Service Pro logo

Trade Service Pro

Source

Strengths

  • All-in-one FSM bundle covering CRM, proposals, invoicing, and scheduling for trade contractors.
  • Month-to-month subscription with no annual contract commitment.
  • 30-day free trial with no credit card required for sign-up.
  • Integrated payment processing marketed as accelerating collections for field service businesses.
  • User permission controls differentiate back-office and field technician access levels.

Weaknesses

  • No public API documented, preventing automated integrations or programmatic data exports.
  • No published pricing tiers on the website; cost transparency requires a sales conversation.
  • Small company footprint (11–50 employees, <$5M revenue) suggests limited enterprise-scale features.
  • Support is ticket-based with no documented SLA, leading to unpredictable response times.
  • Schema is undocumented; custom fields and object relationships are not publicly described.
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 Trade Service Pro 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

    Trade Service Pro: Not publicly documented.

  • Data volume sensitivity

    B

    Trade Service Pro doesn't expose a bulk API — REST + parallelization used for high-volume runs.

Estimator

Estimate your Trade Service Pro 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 Trade Service Pro to Pipedrive data migrations

Answers to the questions buyers ask most during Trade Service Pro to Pipedrive migration scoping. Not seeing yours? Book a call.

Can't find your answer?

Walk through your Trade Service Pro to Pipedrive migration with a real engineer — 30 minutes, free, written quote within 24 hours.

Book a free 30 minute consultation

Most TSP-to-Pipedrive migrations complete in 48–72 hours of clock time for under 25,000 records. Larger TSP datasets with 50,000+ records or heavy work order histories extend to 5–10 days. The rate-limiting tier on your Pipedrive plan (20–120 req/2s) affects bulk write speed. Pre-creating custom fields and Pipedrive Products before the migration run is the longest planning step; the actual data transfer is faster once schema is ready.

Adjacent paths

Related migrations to explore

Ready when you are

Move from Trade Service Pro.
Land in Pipedrive, intact.

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