CRM migration

Migrate from Splio to Pipedrive

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

Splio logo

Splio

Source

Pipedrive

Destination

Pipedrive logo

Compatibility

55%

6 of 11

objects map 1:1 between Splio and Pipedrive.

Complexity

BStandard

Timeline

3-5 weeks

Rollback included Accuracy guarantee Field-level validation

Overview

What this migration involves

Splio is a contact-centric omnichannel marketing automation and loyalty platform built for retail brands. Pipedrive is a sales-focused CRM built around deals, pipelines, and activity tracking. The two platforms share a Contact/People object but diverge sharply on loyalty program data, order history, and segmentation model. Splio requires every contact to belong to at least one list to appear in exports—a behavior that silently excludes orphan contacts during migration—and the platform does not publish API rate limits publicly. We audit list membership before any export, translate loyalty point balances and tier names to Pipedrive custom fields, map order history as deal-linked notes or custom object entries, and use Pipedrive's REST API with chunking and adaptive throttling to move data at scale. Workflows, campaign triggers, loyalty reward definitions, and email/SMS templates do not migrate; we deliver a written inventory of these for your admin to rebuild in Pipedrive or evaluate within Pipedrive's automation tools.

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

Splio logo

Splio

What's pushing teams away

  • Steep onboarding curve—multiple users report it took significant time to train team members, especially for advanced features beyond basic automation.
  • Data integration complexity—contacts and sales data require list membership to be included in exports, which is not immediately obvious and causes unexpected data gaps.
  • Social media integration is limited compared to dedicated social tools, making cross-channel social posting and monitoring difficult within Splio.
  • Limited B2B functionality since the platform is primarily designed for retail and DTC brands, making it a poor fit for companies with complex B2B sales cycles.

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 Splio objects map to Pipedrive

Each row shows how a Splio 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.

Splio

Contact

maps to

Pipedrive

Person

1:1
Fully supported

Splio Contacts map directly to Pipedrive People. We run a list-membership audit before extraction to identify any contact records without list assignment—these are silently excluded from Splio's standard export mechanism. We flag orphan contacts and either assign them to a catch-all segment or document them separately so the customer decides whether they travel with the migration. Email address, phone, and name fields map 1:1. Any Splio contact custom fields (scope: contacts) migrate as Pipedrive custom fields on Person.

Splio

Contact (with loyalty data)

maps to

Pipedrive

Person with loyalty custom fields

lossy
Fully supported

Splio Loyalty memberships carry card_code, nq_points (non-quantized points), q_points (quantized points), and tier name. These fields have no native Pipedrive equivalent, so we create custom fields on Person: loyalty_card_code (string), loyalty_q_points (number), loyalty_nq_points (number), loyalty_tier (picklist with tier names from Splio). We resolve each membership to its linked contact during the import phase using the Splio contact_id reference.

Splio

Store

maps to

Pipedrive

Organization

1:1
Fully supported

Splio Store records represent physical retail locations and e-commerce sites. We map these to Pipedrive Organization. The Splio store name becomes the Organization name, and store address attributes map to the corresponding Pipedrive address fields. Any store-level custom fields (scope: stores) migrate as Organization custom fields. Store-to-contact relationships (which Splio uses for retail loyalty attribution) are preserved as Organization-Person links in Pipedrive.

Splio

Product

maps to

Pipedrive

Product

1:1
Fully supported

Splio Products are standalone items referenced by order_items. They map to Pipedrive Products with name, SKU (mapped from Splio product code if present), and price. We create Pipedrive Product entries during the pre-import schema setup phase so that order_items can reference them at migration time.

Splio

Order

maps to

Pipedrive

Deal with line item notes or Activity note

1:many
Fully supported

Splio Orders link to a contact and carry order_items referencing products. Pipedrive has no native order object, so we map orders to Deals with the Splio order_id stored in a custom deal field (splio_order_id). Order total, currency, and status migrate to the deal's value and custom fields. Order_items are summarized in a deal-linked Activity note or expanded as custom deal line item fields. The deal's linked Person resolves the Splio contact_id.

Splio

Order_item

maps to

Pipedrive

Deal line item fields

1:1
Fully supported

Splio order_items are tied to a parent order via a required link. Splio rejects any order_item if the linked order does not exist. We sequence the migration so that Deals are created first (resolving parent order), then order_items are processed as structured text appended to the deal note or as individual custom fields. Product references resolve via the Product mapping.

Splio

Rewards

maps to

Pipedrive

Custom fields on Person

lossy
Fully supported

Splio Rewards are defined at the program level and carry reward type, description, and point cost. Reward attributions track which contacts received which rewards. Neither has a native Pipedrive equivalent. We map reward definitions to a custom field reward_eligible (picklist with reward names) on the Person object, and store attribution history as a structured text custom field reward_history. Customers with complex reward logic receive a written specification for a custom Pipedrive app if native fields are insufficient.

Splio

Interactions (custom events)

maps to

Pipedrive

Activity

1:1
Mapping required

Splio Interactions are custom events sent via API to trigger loyalty point credits and campaign responses. These are event objects in Splio's CDP schema. We export interaction event logs as Pipedrive Activity records (note type) linked to the Person, with the interaction type and timestamp preserved in custom fields. Interaction metadata migrates as structured text for audit purposes.

Splio

List membership

maps to

Pipedrive

Tag

lossy
Fully supported

Splio Lists drive segmentation and campaign targeting. Pipedrive has no direct list object, so we map list memberships to Pipedrive Tags. Each Splio list becomes a tag, and contacts inherit all applicable tags on import. Blocklists in Splio map to Pipedrive's duplicate and spam prevention fields and a suppression tag that is honored during any future outbound setup.

Splio

Owner

maps to

Pipedrive

User

1:1
Fully supported

Splio users who are assigned as owners of contacts, orders, and other records map to Pipedrive Users by email match. We extract all distinct owner references from the source export, match against the provisioned Pipedrive User list, and hold any unresolved owners in a reconciliation queue for the customer's admin to provision before record import resumes.

Splio

Campaign

maps to

Pipedrive

Activity (no rebuild)

lossy
Fully supported

Splio campaign configurations, filter targets, trigger conditions, and email/SMS content do not migrate as functional code. Pipedrive's automation tools (Workflow Automation on paid plans) are a different execution model and cannot receive a direct Splio campaign export. We deliver a written inventory of every active Splio campaign with its trigger, conditions, target list, and recommended Pipedrive Workflow equivalent for the customer's admin to evaluate and rebuild post-migration.

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.

Splio logo

Splio gotchas

High

Contacts without list membership are silently excluded from exports

Medium

Filter preview counts differ from actual export counts

Medium

Campaign migration requires sequential data-then-filters ordering

Low

API rate limits are not publicly documented

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

  • Splio silently excludes contacts without list membership from exports

    Splio's standard export mechanism skips any contact record that is not assigned to at least one list. This is documented behavior but catches most migration teams off guard. A customer with a large imported contact batch that was never segmented can lose a significant percentage of their database without an error message. We run a list-membership audit during scoping, identify orphan contacts, assign them to a catch-all segment in Splio before export, and verify the post-export count matches the full contact total. Without this step, the migration silently drops records.

  • Filter preview counts in Splio diverge from actual export counts

    Splio's Target section filter overview page shows the total contacts matching the filter criteria. However, the actual filter export excludes contacts who do not belong to any list, regardless of filter logic. The numbers can diverge substantially for broad filters. We always validate export manifests against the filter UI count before declaring the export complete and surface any discrepancy to the customer before proceeding to import.

  • Loyalty point balances and tier names have no native Pipedrive object

    Splio's loyalty engine stores nq_points, q_points, card_code, and tier as first-class membership attributes. Pipedrive has no loyalty object and no loyalty-native fields. We migrate these as custom fields on the Person record, but the migration does not recreate Splio's loyalty rules engine (point earning rates, tier thresholds, reward redemption logic). Customers with active loyalty programs receive a written loyalty program specification for evaluation within Pipedrive custom apps or a loyalty management add-on.

  • Pipedrive does not support Splio as a native migration source

    Pipedrive's built-in Import2 migration assistant supports HubSpot, Salesforce, and Zoho CRM natively. Splio is not among the supported sources. Teams cannot use Pipedrive's one-click import for Splio data and must use API-based or CSV-based migration approaches, which require explicit field mapping and data transformation logic. We use Pipedrive's REST API with chunking and adaptive throttling for this migration.

Migration approach

Six steps for a successful Splio to Pipedrive data migration

  1. Splio environment audit and list-membership remediation

    We audit the Splio environment across all scopes (contacts, orders, products, loyalty, rewards, stores, interactions). The first deliverable is a list-membership audit report: we identify every contact record without a list assignment, quantify the orphan count, and recommend a catch-all segment or explicit flag strategy before any export begins. We also document active campaigns, campaign triggers, filter definitions, and reward program rules that will not migrate mechanically. This discovery output is the written migration scope that both parties sign off on before schema work begins.

  2. Pipedrive schema design and custom field provisioning

    We design the destination Pipedrive schema: Person fields (standard plus loyalty custom fields for nq_points, q_points, tier, card_code, reward_eligible, reward_history), Organization fields (from Splio stores), Deal fields (splio_order_id, order_total, order_currency, order_status, order_items_summary), Product entries (from Splio products with SKU and price), and tags (from Splio lists and blocklists). Custom fields are created in Pipedrive before any data import so that the field IDs are available for the mapping workbook. Pipedrive's API limits (5,000 automation executions per workflow every 10 minutes, 10,000 total account actions) are noted for the customer's automation rebuild planning.

  3. Test migration and mapping reconciliation

    We run a test migration into a Pipedrive sandbox or trial account using a representative sample of the source data. The customer's team reconciles record counts and spot-checks 25-50 random records against the Splio source, verifies that loyalty point balances appear correctly in custom fields, confirms order data links to the correct Person, and validates that list memberships appear as tags. Any mapping corrections are documented in the mapping workbook before the production migration begins. This step catches field type mismatches, truncation issues, and dedupe conflicts before they affect production data.

  4. Owner and user reconciliation

    We extract every distinct Splio owner referenced on contact, order, and loyalty membership records and match by email against the provisioned Pipedrive User list. Any owner without a matching Pipedrive User goes to a reconciliation queue for the customer's admin to provision. Migration cannot proceed past the Person import phase until all owner references are resolved because OwnerId is a required reference on most Pipedrive record types.

  5. Production migration in dependency order

    We run production migration in record-dependency order: Products (so order_items can reference them), Organizations (from Splio stores), Persons (with loyalty custom fields resolved), Deals (with splio_order_id and Person link resolved), Activities (interaction event logs as notes linked to Person), and Tags (from Splio list memberships). Each phase emits a row-count reconciliation report before the next phase begins. We use Pipedrive's REST API with adaptive throttling and exponential backoff on rate limit responses (429). The Import2 tool is not available for Splio as a source, so all data moves through API-based import.

  6. Cutover, validation, and campaign inventory handoff

    We freeze Splio writes during cutover, run a final delta migration of any records modified during the migration window, and enable Pipedrive as the system of record. We deliver the campaign and automation inventory document: every Splio campaign, filter, trigger, and reward rule with a recommended Pipedrive Workflow equivalent for the customer's admin to evaluate and rebuild. We support a one-week hypercare window for reconciliation issues. We do not rebuild Splio campaigns, sequences, or loyalty automation rules in Pipedrive as part of the migration scope.

Platform deep dives

Context on both ends of the pair

Splio logo

Splio

Source

Strengths

  • Native loyalty engine combining points, tiers, and rewards with campaign automation in a single platform.
  • Acquired Tinyclues AI for predictive targeting and product recommendation within the campaign builder.
  • Omnichannel reach across email, SMS, push notifications, and mobile wallet passes.
  • GDPR and consent management tooling built into the platform for EU market compliance.
  • Managed migration services available for campaign design, filter creation, and responsive email coding.

Weaknesses

  • Requires significant onboarding investment; advanced features require technical knowledge beyond the standard UI.
  • Export behavior silently excludes contacts without list membership, causing unexpected data gaps during migration.
  • Social media integration is limited and not competitive with dedicated social management tools.
  • Primarily designed for B2C retail; B2B use cases require significant customization and may not fit well.
  • Pricing is not publicly documented, making budget planning and vendor comparison difficult without direct sales engagement.
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. 4 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 Splio 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

    Splio: Not publicly documented in the developer hub — confirmed per integration during scoping.

  • Data volume sensitivity

    A

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

Estimator

Estimate your Splio 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 Splio to Pipedrive data migrations

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

Can't find your answer?

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Book a free 30 minute consultation

Most migrations land between three and five weeks for accounts under 20,000 contacts with no loyalty program and no multi-year order history. Migrations with active loyalty programs, large order histories, or significant list-membership remediation move to six to ten weeks because of the loyalty field remapping work, order-to-deal transformation logic, and the mandatory list-audit phase before extraction.

Adjacent paths

Related migrations to explore

Ready when you are

Move from Splio.
Land in Pipedrive, intact.

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