CRM migration

Migrate from Daffodil CRM to Pipedrive

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

Daffodil CRM logo

Daffodil CRM

Source

Pipedrive

Destination

Pipedrive logo

Compatibility

73%

8 of 11

objects map 1:1 between Daffodil CRM and Pipedrive.

Complexity

CModerate

Timeline

2-3 weeks

Rollback included Accuracy guarantee Field-level validation

Overview

What this migration involves

Moving from Daffodil CRM to Pipedrive is a migration from a custom-built, vendor-dependent platform to a self-serve SaaS CRM with a documented REST API, 100,000-plus company customer base, and native integrations across 400-plus tools. Daffodil CRM has no publicly documented API, so export depends on CSV extraction or direct database access coordinated through Daffodil Software. We handle the vendor coordination for data extraction upfront, build a custom field map from your specific implementation schema, and import records into Pipedrive in dependency order: Companies first, then Contacts with company lookups resolved, then Deals with contact links, then Activity history. Pipedrive's custom fields, pipelines, and activity logging require configuration before data moves. Workflows, automations, and custom reporting do not migrate; we deliver a written inventory for your admin to rebuild.

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

Daffodil CRM logo

Daffodil CRM

What's pushing teams away

  • Limited integration ecosystem frustrates teams that rely on third-party tools like Zapier, Outlook, or Google Workspace, as the platform lacks broad connector support.
  • Steep learning curve for advanced features — G2 reviewers note that certain features like proof growth tracking are difficult to understand without dedicated onboarding.
  • Small customer base and minimal market visibility make it risky for growing teams concerned about long-term vendor stability and support availability.
  • Users report the platform needs more work on seamless integrations, indicating gaps in API connectivity and data sync with external systems.

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 Daffodil CRM objects map to Pipedrive

Each row shows how a Daffodil 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.

Daffodil CRM

Contact

maps to

Pipedrive

Person

1:1
Fully supported

Daffodil CRM Contact records map to Pipedrive Person objects. We extract name, email address, phone number, company association, lifecycle stage, and all custom fields from the CSV export or database export. Daffodil CRM does not separate Leads from Contacts as distinct objects, so all records map to Pipedrive Person. The original lifecycle stage from Daffodil CRM migrates as a custom field for segmentation and reporting in Pipedrive.

Daffodil CRM

Company

maps to

Pipedrive

Organization

1:1
Fully supported

Daffodil CRM Company records map to Pipedrive Organization. We extract company name, address, website, industry, employee count, and custom fields. The contact-to-company relationship is preserved by matching on company name or a shared external ID during import. Pipedrive Organization is created before Person import so that the organization_id field can be resolved at the moment of Person insert.

Daffodil CRM

Deal / Opportunity

maps to

Pipedrive

Deal

1:1
Fully supported

Daffodil CRM Deal records map to Pipedrive Deal. We extract deal name, amount, stage, expected close date, owner assignment, and associated contacts. Custom pipeline stages in Daffodil CRM map to Pipedrive Deal stages within a Pipeline that we configure before migration. The deal-to-contact link migrates by resolving the contact name or external ID from the Daffodil CRM relationship table.

Daffodil CRM

Deal Stage

maps to

Pipedrive

Deal Stage

lossy
Fully supported

Each Daffodil CRM pipeline becomes a Pipedrive Pipeline with corresponding stage names. Stage ordering, probabilities, and display colors configure in Pipedrive before Deals import. Closed-won and closed-lost statuses from Daffodil CRM map to Pipedrive's status Won and Lost fields.

Daffodil CRM

Activity: Call

maps to

Pipedrive

Activity (Call)

1:1
Fully supported

Daffodil CRM call activity records map to Pipedrive Activity with type=call. We extract call date, duration, disposition, outcome, and related contact. The activity links to the corresponding Person in Pipedrive by matching on contact name or email from the original activity record. Call duration in seconds migrates as a custom field if the destination Pipedrive account uses Advanced tier or above.

Daffodil CRM

Activity: Email

maps to

Pipedrive

Activity (Email)

1:1
Fully supported

Daffodil CRM email activity records map to Pipedrive Activity with type=email. Email subject, body, sent or received flag, timestamp, and related contact migrate. If Daffodil CRM stores email content as plain text, we preserve the full body. If attachments are present, we flag them for manual handoff since file attachments are not reliably exportable from Daffodil CRM.

Daffodil CRM

Activity: Meeting

maps to

Pipedrive

Activity (Meeting)

1:1
Fully supported

Daffodil CRM meeting records map to Pipedrive Activity with type=meeting. We extract meeting title, date and time, location, attendees, and related contact. Meeting attendees are linked to the corresponding Person records in Pipedrive by matching on name or email from the Daffodil CRM attendee list.

Daffodil CRM

Activity: Task

maps to

Pipedrive

Activity (Task)

1:1
Fully supported

Daffodil CRM task records map to Pipedrive Activity with type=task. We extract task subject, due date, status (open or completed), priority, assigned owner, and related contact. Task completion status migrates as Pipedrive's done flag. The assigned owner resolves by matching the Daffodil CRM owner name or email to a Pipedrive User.

Daffodil CRM

Custom Fields

maps to

Pipedrive

Custom Fields

lossy
Mapping required

Daffodil CRM custom fields on Contacts, Companies, and Deals migrate as Pipedrive custom fields. We request a full field inventory from the customer before mapping begins and create Pipedrive custom fields of matching type (text, number, date, single-select, multi-select, phone, email, address). Multi-select picklist values from Daffodil CRM flatten to comma-separated values and re-assemble in Pipedrive's multi-select format.

Daffodil CRM

Tag / Label

maps to

Pipedrive

Label

lossy
Fully supported

Daffodil CRM tags applied to Contacts, Companies, or Deals export as comma-separated values or individual rows. Tags migrate to Pipedrive Labels, which apply across Persons, Organizations, and Deals. Multi-value tag fields flatten during transformation and reassemble in Pipedrive using Pipedrive's label assignment API.

Daffodil CRM

Owner / User

maps to

Pipedrive

User

1:1
Fully supported

Daffodil CRM Owner records map to Pipedrive User. We extract user name, email, role, team membership, and active status. Owner resolution in Pipedrive uses email match. If a Daffodil CRM owner has no matching Pipedrive User, they are held in a reconciliation queue for the customer's admin to provision before record import resumes.

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.

Daffodil CRM logo

Daffodil CRM gotchas

High

No publicly documented REST API

Medium

Custom schema requires manual field mapping

Medium

No standalone product page or pricing

High

Vendor dependency for data export

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

  • No publicly documented API; export depends on Daffodil Software

    Daffodil CRM does not have a publicly documented REST API or developer portal. Migration data extraction requires either CSV exports negotiated directly with Daffodil Software or direct database-level access if the vendor relationship allows it. If the relationship has ended or Daffodil Software is unresponsive, we fall back to any CSV export the customer can produce independently. We flag this dependency upfront during discovery and allocate scoping time for export coordination. Large datasets extracted via CSV require chunking and preserve relational links via matching fields rather than system IDs.

  • Custom schema requires manual field inventory before mapping

    As a custom-built CRM, Daffodil CRM's field names, types, and relationships vary per customer implementation. There is no standard object reference or API field documentation to rely on. We request a complete field inventory from the customer (field name, type, values for picklists, and which object it belongs to) before mapping begins. Without this inventory, custom fields cannot be typed correctly in Pipedrive, which can cause import errors or data truncation. We build a per-project custom field map and validate types against Pipedrive's supported field types before import.

  • File attachments do not reliably export from Daffodil CRM

    File attachments stored within Daffodil CRM (documents, images, uploaded files linked to contacts, companies, or deals) are not reliably exportable via standard CSV or database export. We do not migrate attachments directly. Instead, we export attachment metadata (file name, linked record, upload date) as a CSV inventory that the customer's admin uses to manually relocate files post-migration or to re-upload them into Pipedrive's document management.

  • Vendor pricing and contract terms are not independently verifiable

    Daffodil CRM does not have a published pricing page or independent product listing on major review platforms. Customers may not have a clear picture of their current tier, user count, or contract renewal date. We clarify these details during the discovery call before migration scoping. If the customer cannot confirm their current license terms, we scope conservatively for a maximum user count and flag any overage risk post-migration.

Migration approach

Six steps for a successful Daffodil CRM to Pipedrive data migration

  1. Discovery and export coordination

    We audit the Daffodil CRM implementation by collecting a full field inventory from the customer (field names, types, picklist values, and object assignments). We simultaneously coordinate data export with Daffodil Software, confirming whether CSV export, database export, or API access is available. We extract sample records from each object (Contacts, Companies, Deals, Activities) to validate export format, field覆盖率, and relational completeness. The discovery output is a written migration scope, a custom field map, and an export method confirmation.

  2. Pipedrive configuration

    We configure Pipedrive before data import begins. This includes creating custom fields that match the Daffodil CRM field inventory, setting up Pipedrive Pipelines and stages that correspond to the Daffodil CRM deal pipelines, and configuring user accounts matched to Daffodil CRM owners by email. If Daffodil CRM uses lifecycle stages or custom statuses, we create custom fields to preserve them in Pipedrive since Pipedrive's native lifecycle stage model differs from most custom CRMs.

  3. Data extraction and transformation

    We extract data from Daffodil CRM using the agreed export method (CSV, database export, or API where available). We transform the data in a staging environment, applying the custom field map, resolving relational links (contact-to-company via company name or external ID, deal-to-contact via contact name), and reformatting multi-select and date fields to match Pipedrive's import format. We chunk large exports into batches of 1,000 records per object to manage import volume and maintain relational integrity.

  4. Sandbox migration and reconciliation

    We run a full migration into a Pipedrive trial or sandbox environment using production-like data volume. The customer's team lead reconciles record counts (Organizations imported, Persons imported, Deals imported, Activities imported), spot-checks 20-30 random records against the Daffodil CRM source, and validates that contact-to-company links and deal-to-contact links resolved correctly. Any mapping corrections happen in the sandbox before production migration. Pipedrive's data import tools or API are used based on dataset size.

  5. Production migration in dependency order

    We run production migration in record-dependency order: Organizations (from Companies) first, then Persons with organization_id resolved, then Deals with person_id and organization_id resolved, then Activity history (calls, emails, meetings, tasks) via Pipedrive API with rate-limit handling and exponential backoff. Each phase emits a row-count reconciliation report before the next phase begins. The Daffodil CRM instance is set to read-only during cutover to prevent new records from creating divergence.

  6. Cutover, validation, and workflow handoff

    We freeze Daffodil CRM writes during cutover, run a final delta migration of any records modified during the migration window, then set Pipedrive as the system of record. We deliver a written inventory of any Pipedrive workflows, automation rules, or custom reporting that the customer's admin should rebuild (FlitStack AI does not rebuild automations as standard scope). We support a 72-hour hypercare window where we resolve reconciliation issues. Attachment metadata CSV is delivered separately for manual file relocation.

Platform deep dives

Context on both ends of the pair

Daffodil CRM logo

Daffodil CRM

Source

Strengths

  • Dashboard and reporting views are accessible and easy to use for non-technical team members in small businesses.
  • Custom CRM development services allow for industry-specific or company-specific customization beyond off-the-shelf capabilities.
  • Cross-functional coordination across sales, marketing, and service is a stated design goal, appealing to unified workflow teams.
  • Mobile-first CRM approach ensures the interface is responsive and functional on mobile devices for field teams.

Weaknesses

  • Very small market share (0.00%) and customer base (~16-17 customers) raise concerns about product maturity and long-term viability.
  • No publicly documented API or export mechanisms make data portability uncertain without direct Daffodil Software engagement.
  • Limited third-party integrations compared to established CRMs like Salesforce, HubSpot, or Zoho.
  • G2 reviewer feedback highlights confusing advanced features and integration gaps that are not fully resolved.
  • Pricing is not publicly published, making it difficult to evaluate cost-effectiveness without direct sales contact.
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?

Moderate CRM migration. 4 of 8 objects need a mapping; the rest are 1:1.

C

Overall complexity

Moderate migration

Derived from compatibility, mapping clarity, API constraints, and data volume across Daffodil CRM and Pipedrive.

  • Object compatibility

    C

    4 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

    Daffodil CRM: Not applicable.

  • Data volume sensitivity

    B

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

Estimator

Estimate your Daffodil 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 Daffodil CRM to Pipedrive data migrations

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

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Most migrations land between two and three weeks for accounts under 5,000 Contacts, 1,000 Companies, and 500 Deals with a straightforward CSV export available. Migrations with large relational datasets (over 20,000 contacts), extensive custom fields requiring manual type mapping, or data requiring direct database extraction from Daffodil Software move to four to six weeks because of export coordination time, schema inventory work, and Pipedrive configuration scope.

Adjacent paths

Related migrations to explore

Ready when you are

Move from Daffodil CRM.
Land in Pipedrive, intact.

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