CRM migration

Migrate from Delivra to Pipedrive

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

Delivra logo

Delivra

Source

Pipedrive

Destination

Pipedrive logo

Compatibility

64%

7 of 11

objects map 1:1 between Delivra and Pipedrive.

Complexity

BStandard

Timeline

3-5 weeks

Rollback included Accuracy guarantee Field-level validation

Overview

What this migration involves

Delivra is a marketing-automation CRM organized around Contacts, Custom Tables with relational structures, and Automated Workflows. Pipedrive is a sales-focused CRM organized around People, Organizations, Deals, and Activities. These different mental models are the central challenge of this migration: Delivra's contact-centric data architecture does not map 1:1 to Pipedrive's deal-centric architecture. We resolve that gap by restructuring Delivra Custom Tables into denormalized custom fields on Pipedrive People and Organization records, preserving relationship keys for reference. Engagement history (opens, clicks, campaign interactions) migrates as Activity records with the original timestamp preserved. Lead Scoring values transfer to a custom field on the People record. We do not migrate Automated Workflows, Segments, Email Templates, Forms, or Landing Pages; we deliver a written inventory of each for the customer's admin to rebuild in Pipedrive Goals and Activities.

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

Delivra logo

Delivra

What's pushing teams away

  • Email client compatibility issues with Google Mail, Microsoft Outlook, and Outlook Portal cause rendering problems that require additional testing and workarounds across campaigns.
  • Automation complexity becomes a barrier as teams scale—users report that building and maintaining sophisticated workflows requires significant time investment and technical understanding.
  • Integration ecosystem limitations make it difficult to connect Delivra with the full stack of tools teams use, particularly for custom or niche CRM integrations beyond standard connectors.
  • Some users find the platform challenging to navigate initially, with a learning curve that slows adoption for new team members joining mid-campaign.
  • Pricing at scale becomes a consideration—costs increase significantly with larger contact lists, prompting teams to evaluate alternatives when they outgrow mid-tier plans.

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 Delivra objects map to Pipedrive

Each row shows how a Delivra 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.

Delivra

Contact

maps to

Pipedrive

Person (People)

1:1
Fully supported

Delivra Contact records map directly to Pipedrive Person records. Core properties including email address, first name, last name, phone, address fields, and custom fields migrate as typed Pipedrive fields. The email address serves as the dedupe key during import. Subscription status and GDPR consent flags from Delivra map to the HasOptedOutOfEmail field on the Person record for compliance continuity. Any Delivra contact property that has no direct Pipedrive equivalent becomes a custom field created before migration begins.

Delivra

Company (in Delivra contact record)

maps to

Pipedrive

Organization

1:1
Fully supported

Delivra stores company data as properties on the Contact record rather than as a separate object. We extract company-related fields (company name, industry, website, address) and create Pipedrive Organization records, then link the Person record to the Organization via a Person-to-Organization relationship. If the original Delivra contact had no company name, we create an Organization only when a company name exists to avoid orphan organizations.

Delivra

Custom Tables (relational tables)

maps to

Pipedrive

Custom Fields on Person and Organization

1:many
Fully supported

Delivra Custom Tables with 1:many or many:many relationships to Contacts cannot map directly to Pipedrive because Pipedrive has no native custom object support. We denormalize these relationships into custom fields on the linked Person or Organization record. For 1:many tables (one contact has multiple related rows), we flatten to multiple custom fields (field_1, field_2, field_n) or to a long-text field with pipe-delimited values. For many:many tables, we store the related table name and key in a custom field and deliver a written schema map so the customer's admin can reconstruct the relationship in an external tool or a linked table if needed.

Delivra

Campaign

maps to

Pipedrive

Activity (Note type)

1:1
Fully supported

Delivra Campaign records include name, status, targeting criteria, and associated content metadata. We map campaign name and status to a Pipedrive Activity with type Note, linked to the relevant Person and Organization records that were in the campaign audience. The original campaign targeting criteria is stored as a custom note body field. Email content within campaigns migrates as Activity notes; we do not rebuild the visual email layout in Pipedrive since Pipedrive is not an email marketing platform.

Delivra

Lead Scoring

maps to

Pipedrive

Custom Field on Person

1:1
Mapping required

Delivra Lead Scoring assigns point values to contact attributes and behaviors. We export the numeric score and the scoring model rules. The score migrates as a custom integer field on the Person record (lead_score__c). The scoring model rules are documented in the handoff inventory so the customer's Pipedrive admin can re-implement a similar scoring model using Pipedrive's custom field formulas or a third-party scoring tool.

Delivra

Engagement Data (opens, clicks)

maps to

Pipedrive

Activity

1:1
Fully supported

Delivra tracks email opens, clicks, and engagement timestamps as properties on the Contact record and as separate engagement event records. We extract the most recent engagement date, total opens, total clicks, and last click URL as custom fields on the Person record. Historical engagement events migrate as Activity records with type Note and the engagement details stored in the activity body, linked to the Person record. Engagement data volume can be large (tens of thousands of events per contact); we batch and paginate using the Pipedrive API rate limits.

Delivra

Segment / List

maps to

Pipedrive

Person Field + Tag

lossy
Fully supported

Delivra Segments are dynamic filter definitions applied to contact lists. Pipedrive does not have a native segment builder. We translate Delivra segment criteria to a set of Pipedrive Person custom fields and static tags. For each Delivra segment, we identify the matching contacts, apply a tag with the segment name to the Person record in Pipedrive, and document the original segment filter logic so the admin can recreate equivalent filtered views using Pipedrive's Person filter feature.

Delivra

User

maps to

Pipedrive

User

1:1
Fully supported

Delivra User accounts (email, name, role) map to Pipedrive User records. We extract user records and match by email address against the destination Pipedrive account's User table. Any Delivra User without a matching Pipedrive User goes to a reconciliation queue for the customer's admin to provision before record import resumes. Role-based permissions from Delivra are documented for rebuild in Pipedrive's role and permission settings.

Delivra

Automated Workflow

maps to

Pipedrive

Documentation (no code migration)

lossy
Fully supported

Delivra Automated Workflows built with visual triggers, conditions, and actions do not migrate as code to Pipedrive. We extract the full workflow logic including decision branches, time delays, action sequences, and entry/exit criteria. We deliver a written inventory document that maps each Delivra workflow to an equivalent Pipedrive Automation Goal and documents the trigger, conditions, and actions in Pipedrive's terminology. The customer's admin rebuilds the automations in Pipedrive after go-live.

Delivra

Email Template

maps to

Pipedrive

Activity Note (content reference)

1:1
Fully supported

Delivra Email Templates built in the drag-and-drop editor do not transfer as functional templates to Pipedrive because Pipedrive is not an email marketing platform. We extract template content (HTML body, subject line, images as base64 or external URLs) and store it as an Activity note on a designated template Organization or Person record. The customer's admin references the Activity note to rebuild templates in their chosen email marketing tool. Complex templates with conditional content require manual reconstruction.

Delivra

Form and Landing Page

maps to

Pipedrive

Documentation (no code migration)

lossy
Fully supported

Delivra web forms and landing pages built in the visual editor do not migrate as code. We extract form field definitions, field types, and landing page URLs for documentation purposes. The customer rebuilds forms in Pipedrive Web Forms or a third-party form tool (Typeform, JotForm, HubSpot Forms) and updates their website integration accordingly. Landing pages require rebuild in a dedicated landing page tool.

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.

Delivra logo

Delivra gotchas

High

API specifications are not publicly documented

Medium

Custom Tables require schema-level mapping

Medium

Contact-based pricing at migration time

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

  • Pipedrive has no native custom objects

    Pipedrive does not support custom objects at any tier. Teams migrating from Delivra Custom Tables with relational data (1:many, many:many) must restructure the data before import. We denormalize relational rows into custom fields on Person and Organization records, which limits queryability but preserves the data. For use cases that require true relational tables post-migration, the customer needs a separate database or a tool like Airtable, Notion, or a custom application connected via Pipedrive's API. This limitation must be disclosed during scoping so the customer does not expect a direct schema translation.

  • Delivra API specs require Delivra Support coordination

    Delivra does not publish its API reference in the public knowledge base. The knowledge base links to an external form to request API technical specs, and SFTP setup requires direct configuration by Delivra Support. This means migration scoping cannot self-serve technical verification of field names, endpoints, and data types without Delivra's involvement. We coordinate with Delivra Support early in discovery to obtain the schema before migration design begins. This adds a coordination step that is not present in migrations from platforms with publicly documented APIs.

  • Delivra-to-Pipedrive has no native migration path

    Pipedrive's built-in Import2 migration tool supports HubSpot, Salesforce, and Zoho, but Delivra is not on the supported list. Pipedrive's native migration assistant also does not list Delivra as a source. This means the migration cannot use Pipedrive's semi-automated import workflow and requires a custom API-based or CSV-based migration built to Delivra's actual schema. We build the migration pipeline against Delivra's SFTP export or API, which we obtain during the discovery phase, and import into Pipedrive via the Pipedrive REST API with field mapping configured for this exact pair.

  • Engagement data volume can exceed API batch limits

    Delivra engagement tracking (opens, clicks, timestamps) can produce tens of thousands of event records per contact across an active marketing history. Pipedrive's API enforces rate limits per token and burst limits on rolling two-second windows. We handle this with batch chunking, exponential backoff on 429 responses, and scheduling that runs heavy engagement imports outside business hours to avoid competing with active users for API tokens. Engagement records that cannot be processed within rate limits are queued and retried in subsequent batch windows.

  • Workflows and automations do not migrate as code

    Delivra Automated Workflows built in the visual builder do not transfer to Pipedrive because Pipedrive's Automation Goals use a different trigger-action model. We do not migrate workflows as executable code. We deliver a written workflow inventory document that describes each Delivra workflow's trigger, conditions, branches, and actions in Pipedrive's terminology. The customer's Pipedrive admin rebuilds the automations post-migration. This is a disclosed scope boundary, not a data loss gap.

Migration approach

Six steps for a successful Delivra to Pipedrive data migration

  1. Discovery and schema access coordination

    We audit the Delivra account for all objects: Contact records and properties, Custom Tables with schema definitions and relationship types, Campaigns, Segments, Lead Scoring models, engagement event counts, User accounts, and active Automated Workflows. We also submit the Delivra API access request during this phase since response time for schema access is not guaranteed. The discovery output is a written scope document listing every object, record count, custom field, and relational table with a recommendation on denormalization strategy for Pipedrive.

  2. Pipedrive schema preparation

    We configure the Pipedrive destination account before any data import. This includes creating custom fields on Person and Organization objects to receive Delivra custom properties and denormalized Custom Table data, setting up Activity types for campaign metadata and engagement records, configuring User accounts and role assignments to match the Delivra user list, and creating Pipedrive Pipelines and Stages if the customer has existing deal data to migrate. Schema preparation runs in the production Pipedrive account or a Sandbox depending on the customer's preference.

  3. Data extraction and transformation from Delivra

    We extract data from Delivra via SFTP bulk export or API, depending on what Delivra Support provisions during discovery. Custom Tables are extracted with their full schema including foreign key fields and relationship types. We run the transformation step that denormalizes relational table rows into flattened custom fields on the parent Person record, splitting multi-row data into sequential field names or pipe-delimited text fields. Engagement event data is aggregated to the contact level for the custom fields (opens, clicks, last engagement) with a separate Activity batch for historical events.

  4. Owner reconciliation and user provisioning

    We extract every distinct Delivra User referenced on Contact records and match by email against the Pipedrive destination account's User table. Any Delivra user without a matching Pipedrive user goes to a reconciliation queue. The customer's Pipedrive admin provisions missing users in Pipedrive before record import resumes. OwnerId references on Person records require resolved Pipedrive User IDs at the time of import.

  5. Production migration in dependency order

    We run production migration in record-dependency order: Users (validated), Organizations (from Delivra contact company properties), People (with OrganizationId resolved), Custom Fields on People (denormalized from Custom Tables), Activities (campaign metadata and engagement history), Tags (segment membership), and Lead Scoring values. Each phase emits a row-count reconciliation report before the next phase begins. We use the Pipedrive REST API with batch chunking, rate-limit handling, and exponential backoff on 429 responses. Engagements run outside business hours to avoid token competition.

  6. Cutover, validation, and automation handoff

    We freeze Delivra 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, the Segment translation map, and the Custom Table denormalization schema to the customer's admin team. We support a one-week hypercare window for reconciliation issues. We do not rebuild Delivra Automated Workflows in Pipedrive as part of migration scope; that is a separate engagement.

Platform deep dives

Context on both ends of the pair

Delivra logo

Delivra

Source

Strengths

  • Generous pricing with Starter tier at $29/month for 500 contacts and no per-seat user limits across all plans.
  • Excellent customer support reputation with 4.8/5 Capterra rating and high-touch guided onboarding.
  • Built-in SMS marketing alongside email in a single platform, avoiding the need for separate SMS tool integration.
  • Custom Tables with relational data support enable sophisticated data modeling for complex contact relationships.
  • Drag-and-drop editors and visual workflow builders reduce technical barriers for non-developer users.

Weaknesses

  • Email client compatibility issues require additional testing for Gmail, Outlook, and Outlook Portal rendering.
  • Automation builder complexity increases significantly for sophisticated multi-branch workflows.
  • Integration ecosystem is limited compared to broader CRM platforms, restricting connectivity with niche tools.
  • Contact-based pricing model means costs scale directly with list size, which can become expensive at high volumes.
  • API documentation is not publicly available on the knowledge base, requiring direct contact with support to obtain technical specifications.
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 Delivra 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

    Delivra: Not publicly documented in available documentation.

  • Data volume sensitivity

    A

    Delivra exposes a bulk API — large-volume migrations stream efficiently.

Estimator

Estimate your Delivra 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 Delivra to Pipedrive data migrations

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

Can't find your answer?

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

Book a free 30 minute consultation

Most migrations land between three and five weeks for accounts under 10,000 Contacts with no relational Custom Tables or with flat custom properties only. Migrations with relational Custom Tables (1:many, many:many), large engagement histories (over 200,000 open/click event records), or complex segment definitions requiring translation to Pipedrive tag structure move to seven to eleven weeks because of the schema restructuring and Delivra API access coordination phases.

Adjacent paths

Related migrations to explore

Ready when you are

Move from Delivra.
Land in Pipedrive, intact.

Tell us record counts and timeline. We'll come back with a written quote inside 1 business day — no commitment, no sales pitch.

Accuracy guarantee Rollback included Quote in 1 business day