CRM migration

Migrate from Cloze to Pipedrive

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

Cloze logo

Cloze

Source

Pipedrive

Destination

Pipedrive logo

Compatibility

64%

9 of 14

objects map 1:1 between Cloze and Pipedrive.

Complexity

BStandard

Timeline

4-6 weeks

Rollback included Accuracy guarantee Field-level validation

Overview

What this migration involves

Moving from Cloze to Pipedrive is a structural migration that requires resolving three schema differences before data moves. Cloze's Projects (Deal/Property alias) maps to Pipedrive's Deals, and the stage logic must be reconfigured against Pipedrive's pipeline stages. Cloze's Timeline (calls, emails, meetings, texts, notes) splits across five Pipedrive activity types that must be resolved individually during transform. We extract via Cloze's beta API or CSV exports, clean and deduplicate during the transform phase, and load via Pipedrive's REST API with batch chunking and rate-limit handling. Cloze's Campaigns and Workflows do not migrate as code; we deliver a written inventory of these for the customer's admin to rebuild in Pipedrive's automation engine.

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

Cloze logo

Cloze

What's pushing teams away

  • Reliability problems force users to reinstall the app every few months and reset their integrations, wasting significant setup time.
  • Customer support is slow and unhelpful — the Facebook community is described as inactive and responses take days or weeks.
  • The platform is heavily hardwired toward real estate terminology and workflows, making it awkward for non-realtors working in other industries.
  • Image handling is disastrous for Mac Mail users, and the platform lacks basic navigation features like breadcrumbs to move backwards through views.
  • Poor search functionality and near-illegible threaded conversation views with tiny fonts frustrate daily users.

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 Cloze objects map to Pipedrive

Each row shows how a Cloze 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.

Cloze

People

maps to

Pipedrive

Person (Contact)

1:1
Fully supported

Cloze People map to Pipedrive Person records. Email address is the dedupe key for import. Standard properties (name, email, phone, address, social links) migrate directly. We preserve Cloze's relationship score in a custom field cloze_score__c if the customer requests it. Organization linkage in Cloze (Person tied to a Company) maps to Pipedrive's Person.OrgId lookup; we resolve by email domain match against imported Organizations.

Cloze

Company

maps to

Pipedrive

Organization

1:1
Fully supported

Cloze Companies map to Pipedrive Organizations. Domain name is the dedupe key. We import Organizations before People so the OrgId lookup is satisfied at the moment of Person insert. Cloze's Company-specific fields (industry, employee count, address) map to Pipedrive Organization standard fields or custom fields created to match.

Cloze

Project (Deal/Property)

maps to

Pipedrive

Deal

1:1
Fully supported

Cloze Projects (Deal/Property aliases) map to Pipedrive Deals. The Cloze Stage (Potential, Active, Done, Lost) maps to Pipedrive Stage, but stage values must be configured in Pipedrive's pipeline settings before import. We strip any hardcoded real estate terminology (Property, Listing) from stage labels and normalize to the customer's chosen Pipedrive stage names. Deal value, expected close date, and custom project fields migrate directly.

Cloze

Project Stage

maps to

Pipedrive

Deal Stage

lossy
Fully supported

Each Cloze pipeline becomes a Pipedrive Pipeline with corresponding Stage values. Cloze's Stage order (Potential > Active > Done/Lost) maps to Pipedrive stage order with probability percentages computed from Cloze's stage probabilities if available. If Cloze's stage probabilities are not exposed in export, we apply default probabilities and the customer adjusts post-migration.

Cloze

Segment

maps to

Pipedrive

Tag

lossy
Fully supported

Cloze Segments and Audiences group contacts by Stage or custom criteria. We preserve segment membership by mapping each Person's stage and tag assignments to Pipedrive Tags. The customer chooses during scoping whether segment membership becomes Pipedrive Tags (native) or a multi-select custom field (better for reporting). Both options are supported; Tags is the default unless the customer specifies reporting-first segmentation.

Cloze

Timeline: Call

maps to

Pipedrive

Activity (Call type)

1:1
Fully supported

Cloze call logs migrate to Pipedrive Activities with type = Call. We map call duration, disposition, and timestamp to Pipedrive Activity fields. Activity is linked to the parent Person or Organization by resolved ID. If Cloze records a call without a linked Person, the activity migrates as a standalone Activity linked to the associated Deal if one exists.

Cloze

Timeline: Email

maps to

Pipedrive

Activity (Email type)

1:1
Fully supported

Cloze email records migrate to Pipedrive Activities with type = Email. Subject, body, and timestamp transfer; full email content is migrated if the content length is within Pipedrive's field limits. Emails without a linked Person or Organization are linked to the associated Deal if one exists. We flag any emails with truncated content due to Cloze's storage policy during extraction.

Cloze

Timeline: Meeting

maps to

Pipedrive

Activity (Meeting type)

1:1
Fully supported

Cloze meeting entries migrate to Pipedrive Activities with type = Meeting. Start time, end time, location, and attendees transfer. If attendee email addresses are present, we attempt to link them to migrated Person records. Meeting content or agenda notes migrate to the Activity description field.

Cloze

Timeline: Note

maps to

Pipedrive

Note

1:1
Fully supported

Cloze Notes migrate to Pipedrive Note objects linked to the parent Person, Organization, or Deal. We preserve note content, creation date, and the Cloze user who created the note. If the note references other People or Deals, we include that context in the note body since Pipedrive Notes do not support cross-record lookups.

Cloze

Timeline: Text (SMS)

maps to

Pipedrive

Activity (Note type)

lossy
Fully supported

Cloze text message records (SMS) do not have a native equivalent in Pipedrive's activity model. We migrate text content as Pipedrive Note objects with a prefix tag [SMS] in the note title and link them to the parent Person or Organization. The customer should confirm whether SMS history is business-critical before committing to this approach.

Cloze

Custom Field

maps to

Pipedrive

Custom Field

lossy
Fully supported

Cloze custom fields on People, Companies, and Projects migrate to Pipedrive custom fields of matching type. Cloze field types (text, number, date, choice) map to Pipedrive field types (varchar, numeric, date, enum). We pre-create all custom fields in Pipedrive before any data import so that field IDs are available during the load phase. Deprecated or deleted Cloze custom fields are flagged and excluded from the field mapping workbook.

Cloze

Tag

maps to

Pipedrive

Tag

1:1
Fully supported

Cloze Tags are flat labels applied to People and Companies. We preserve all tag assignments by creating matching Tags in Pipedrive and linking them to the migrated Person or Organization records. Pipedrive's tag model supports unlimited tags per record, matching Cloze's flexibility.

Cloze

Team

maps to

Pipedrive

User (permission set)

lossy
Fully supported

Cloze Teams control access and assignment. We map team membership to Pipedrive Users with matching email addresses. Role assignments (Admin, Manager, Member) map to Pipedrive permission levels; Cloze Admin maps to Pipedrive admin users. If a Cloze team member has no corresponding Pipedrive User, we hold the assignment in a reconciliation queue for the customer's admin to provision before final migration.

Cloze

Campaign

maps to

Pipedrive

Custom Record (documented)

1:1
Fully supported

Cloze Campaigns are only available on the internal Business Platinum plan. We preserve campaign definitions (name, audience, trigger logic, sequence steps) as a custom migration document, not as active Pipedrive Campaigns. The Pipedrive Campaigns add-on (Growth and above, $13.33/company/month) must be purchased to activate campaign functionality. We deliver a written rebuild guide mapping each Cloze Campaign step to the Pipedrive Campaigns workflow equivalent.

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.

Cloze logo

Cloze gotchas

High

Cloze API requires manual beta access approval

High

Export requires Manager or Admin role permissions

Medium

Campaigns feature gated behind Business Platinum

Medium

Real estate terminology bleeds into core objects

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

  • Cloze API requires beta access approval before extraction can begin

    Cloze's API is in beta and not self-service. The customer must email [email protected] to request access, receive instructions, and provide us with the API key before we can begin programmatic extraction. This adds a dependency outside the migration timeline. If API access is delayed beyond scoping, we fall back to CSV and Excel exports from Settings > Import/Export using an admin account. CSV exports require a Manager or Administrator role, which we verify during discovery. API extraction is always preferred because it preserves field-level granularity that CSV exports may truncate.

  • Real estate terminology in stage labels and field names must be stripped

    Cloze exposes Deals/Projects/Properties as interchangeable aliases, and the UI defaults to real estate language in many contexts. Non-real-estate customers report that stage labels like Potential, Active, and Done are often mixed with property-specific terms (Listed, Under Contract, Closed) that have no meaning in B2B Pipedrive usage. We normalize all stage labels to the customer's chosen Pipedrive stage names during the transform phase. We flag any custom fields with real estate-specific naming and propose neutral alternatives.

  • Cloze Timeline splits across five Pipedrive activity types

    Cloze's unified Timeline conflates calls, emails, texts, meetings, and notes into a single stream per Person or Company. Pipedrive separates these into Activity types (Call, Email, Meeting, Task) plus Note objects. The split is deterministic (call log > Call, email record > Email, meeting entry > Meeting, note > Note), but SMS texts require a custom approach (we migrate as Notes with [SMS] prefix). We validate the split during sandbox migration and confirm the customer accepts the SMS treatment before production.

  • Pipedrive Deals require an Organization link for full pipeline visibility

    Pipedrive's visual pipeline and reporting work best when Deals are linked to Organizations. Cloze's Project/Deal object can exist independently of a Company record. During migration, we attempt to link Deals to Organizations by domain match (Cloze Company domain against Pipedrive Organization domain). Orphaned Deals (no Organization link) migrate as-is but are flagged in the reconciliation report for the customer's admin to manually associate. Pipeline reports may show incomplete territory or company attribution until orphaned Deals are linked.

Migration approach

Six steps for a successful Cloze to Pipedrive data migration

  1. Discovery and API access coordination

    We audit the Cloze account across object types, custom field definitions, pipeline count, segment membership, and engagement volume (total Timeline entries). We verify the exporting user's role (Manager or Admin required for full export). We initiate the Cloze API beta access request on the customer's behalf and monitor for approval. The discovery output is a written migration scope with a record-count estimate per object, a list of custom fields requiring Pipedrive schema creation, and a confirmed API access status. If API access is delayed beyond two weeks, we activate the CSV export path using an admin account.

  2. Pipedrive schema configuration

    We configure the destination Pipedrive account before any data loads. This includes creating Pipedrive Pipelines and Stages mapped from Cloze pipeline and stage names (with real estate terminology stripped), creating all custom fields on Person, Organization, and Deal objects with types matching Cloze (text, number, date, choice), and creating Tags matching Cloze tag names. Pipedrive's API is used for all schema setup to allow rollback if needed. The customer provisions the Pipedrive account (or we guide them through trial setup) before this phase begins.

  3. Sandbox migration and mapping validation

    We run a full extraction from Cloze using the confirmed access method (API or CSV), transform all records according to the mapping workbook, and load into a Pipedrive Sandbox or trial account. The customer reviews the sandbox data, spot-checks 25-50 records against the Cloze source, and confirms mapping accuracy before production migration begins. Sandbox validation catches field type mismatches, missing custom field creation, and stage label discrepancies before any production data moves.

  4. Owner reconciliation and User provisioning

    We extract every distinct Cloze user referenced as an owner on Person, Company, Project, or Engagement records. We match by email against the Pipedrive destination's User list. Users without a match go to a reconciliation queue. The customer's Pipedrive admin provisions any missing Users and assigns them to the correct permission sets before production migration resumes. Deal ownership assignment is blocked until all OwnerId references are resolvable.

  5. Production migration in dependency order

    We run production migration in record-dependency order: Organizations first (from Cloze Companies, domain as dedupe key), then Persons with OrgId resolved (email domain match), then Deals with OrgId and OwnerId resolved and RecordTypeId set to the correct Pipeline, then Activity history via Pipedrive REST API with batch chunking (calls, emails, meetings, notes split by type), then Tags linked to the migrated Person and Organization records, then Custom field values for each object. Each phase emits a row-count reconciliation report before the next phase begins. We use exponential backoff on 429 responses per Pipedrive's documented rate limits.

  6. Cutover, validation, and handoff

    We freeze Cloze 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 Campaign inventory document (Cloze Campaigns mapped to Pipedrive Campaigns add-on equivalents) and the Workflow and automation inventory (Cloze Workflows mapped to Pipedrive automation triggers). We do not rebuild Cloze Workflows or Campaigns inside migration scope. We support a one-week hypercare window for reconciliation issues raised by the customer's team during the first week of live usage.

Platform deep dives

Context on both ends of the pair

Cloze logo

Cloze

Source

Strengths

  • Automatic logging of emails, calls, and texts without manual entry
  • Genuine team collaboration features with role-based contact sharing
  • AI relationship scoring (Cloze Score) to prioritize follow-ups
  • Strong real estate vertical with proven enterprise partnerships
  • Simple, opinionated UX that small teams can adopt quickly

Weaknesses

  • API is beta-only and requires manual approval via email to Cloze support
  • Export tools require Manager or Admin permissions — personal view exports are limited
  • Platform is heavily hardwired for real estate terminology and workflows
  • Reliability issues cause periodic failures requiring reinstalls and reconfiguration
  • Customer support is slow, with inactive community forums
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 Cloze 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

    Cloze: Not publicly documented.

  • Data volume sensitivity

    B

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

Estimator

Estimate your Cloze 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 Cloze to Pipedrive data migrations

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

Can't find your answer?

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Most migrations land between four and six weeks for accounts under 5,000 People and 2,000 Deals with no Campaigns and minimal custom fields. Migrations with large engagement histories (over 100,000 Timeline entries), multiple Cloze pipelines requiring translation to Pipedrive Pipelines, or multiple custom objects move to eight to twelve weeks because of the transform complexity, sandbox validation cycles, and Pipedrive API batch handling for activity records.

Adjacent paths

Related migrations to explore

Ready when you are

Move from Cloze.
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