CRM migration

Migrate from PipeRun CRM de Vendas to Salesforce Sales Cloud

Field-level mapping, validation, and rollback between PipeRun CRM de Vendas and Salesforce Sales Cloud. We move data and schema; workflows are rebuilt natively in Salesforce Sales Cloud.

PipeRun CRM de Vendas logo

PipeRun CRM de Vendas

Source

Salesforce Sales Cloud

Destination

Salesforce Sales Cloud logo

Compatibility

67%

8 of 12

objects map 1:1 between PipeRun CRM de Vendas and Salesforce Sales Cloud.

Complexity

BStandard

Timeline

4-8 weeks

Rollback included Accuracy guarantee Field-level validation

Overview

What this migration involves

Moving from PipeRun CRM de Vendas to Salesforce Sales Cloud requires working entirely through CSV exports from PipeRun's web interface because PipeRun has no publicly documented REST API. We coordinate with the customer to generate exports from all objects, prepend unique ID prefixes to prevent title-based deduplication collisions, and map each PipeRun Funnel to a separate Salesforce Pipeline with a corresponding Sales Process. Deals map to Opportunities with their Funnel stage assigned to the matching Salesforce stage, custom fields migrate as typed Salesforce fields, and activity history (calls, emails, meetings, notes) is loaded through the Bulk API with parent-record lookup resolution. Proposals with ICP-Brasil electronic signatures migrate as Salesforce Quotes with signature status preserved as a custom field. PipeRun automations, WhatsApp message content, and workflow rules do not migrate; we deliver a written inventory of active automations for the customer's admin to rebuild in Salesforce Flow.

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

PipeRun CRM de Vendas logo

PipeRun CRM de Vendas

What's pushing teams away

  • CSV import is unreliable — it uses title-based deduplication instead of ID matching, causing duplicate records or silent failures when deal names change or repeat.
  • Reporting is described as confusing and limited, making it difficult for managers to get clean pipeline forecasts or activity dashboards without manual export work.
  • The platform lacks a publicly documented REST API, making programmatic integrations and automated data pipelines difficult to build and maintain.
  • Some users report that too many steps and options in the UI create cognitive overload, especially for smaller teams that do not need the full feature set.
  • International users find the platform difficult because documentation, support, and integrations are primarily targeted at the Brazilian domestic market.

Choosing

Salesforce Sales Cloud logo

Salesforce Sales Cloud

What's pulling them in

  • The AppExchange marketplace with 5,000+ prebuilt apps gives enterprises integrations for nearly every business workflow without custom development.
  • Native Einstein AI for lead scoring, opportunity insights, and predictive forecasting adds intelligence without a separate platform purchase.
  • Territory management, multi-currency support, and advanced forecasting satisfy the needs of complex B2B sales organizations with structured revenue teams.
  • Slack, Tableau, and CPQ are deeply integrated into the core platform, keeping the sales stack unified for teams already in the Salesforce ecosystem.
  • Organizations with a large, established Salesforce implementation choose it because switching costs — integrations, custom code, trained admins — are prohibitive.

Object mapping

How PipeRun CRM de Vendas objects map to Salesforce Sales Cloud

Each row shows how a PipeRun CRM de Vendas object lands in Salesforce Sales Cloud, including any object-level transformations, lookup resolution, or schema-design dependencies.

Typical mapping — final map is confirmed during the sample migration step.

PipeRun CRM de Vendas

Contact

maps to

Salesforce Sales Cloud

Contact

1:1
Fully supported

PipeRun Contatos map directly to Salesforce Contact. Email, phone, and role fields migrate as typed Salesforce fields. Each Contact is linked to the imported Account (from PipeRun Empresa) via AccountId resolution. OwnerId is resolved by matching the PipeRun owner email to the Salesforce User email.

PipeRun CRM de Vendas

Company

maps to

Salesforce Sales Cloud

Account

1:1
Fully supported

PipeRun Empresas map to Salesforce Account. Company domain and industry fields migrate to Account Website and Industry. Account is imported before Contact to satisfy the AccountId lookup required at Contact insert time.

PipeRun CRM de Vendas

Deal (Negocio)

maps to

Salesforce Sales Cloud

Opportunity

1:1
Fully supported

PipeRun Negocios map to Salesforce Opportunity. The deal value (valor), expected close date (data de fechamento), and owner all migrate. The Pipeline and Stage assignments are resolved via the Funnel-to-Pipeline mapping table built during scoping. Closed-Lost and Closed-Won custom fields from PipeRun map to Salesforce LossReason and custom stage-exit fields.

PipeRun CRM de Vendas

Funnel (Funil)

maps to

Salesforce Sales Cloud

Pipeline + Sales Process

lossy
Fully supported

Each PipeRun Funnel becomes a Salesforce Pipeline with a corresponding Sales Process that defines the allowed stage values. Stage probability percentages migrate from PipeRun to Salesforce StageProbability. This configuration must be complete before any Opportunity record is inserted.

PipeRun CRM de Vendas

Funnel Stage

maps to

Salesforce Sales Cloud

Opportunity Stage

lossy
Fully supported

PipeRun Funnel stages map to Salesforce Opportunity Stage values within the mapped Sales Process. Stage order is preserved. The mapping table is built during scoping from PipeRun's admin settings and deployed into Salesforce before migration begins.

PipeRun CRM de Vendas

Activity (Atividade)

maps to

Salesforce Sales Cloud

Task, Event, EmailMessage

1:1
Fully supported

Calls migrate as Salesforce Task with TaskSubtype=Call. Emails migrate as Salesforce EmailMessage records linked to an activity Task. Meetings migrate as Event records with StartDateTime, EndDateTime, and Location preserved. Notes migrate as Salesforce Note records linked via ContentDocumentLink. All parent-record lookups (WhoId, WhatId, AccountId) are resolved before insert. Loaded via Bulk API 2.0 with exponential backoff.

PipeRun CRM de Vendas

Proposal (Proposta)

maps to

Salesforce Sales Cloud

Quote

1:1
Fully supported

PipeRun Propostas migrate as Salesforce Quote records with QuoteLineItems. Line item content, quantities, and pricing migrate to QuoteLineItem. ICP-Brasil electronic signature status migrates to a custom field e_signature_status__c. The signed PDF and signature metadata are not portable; we flag these for manual re-upload as Salesforce Files post-migration.

PipeRun CRM de Vendas

Tag

maps to

Salesforce Sales Cloud

Multi-Select Picklist or Topic

lossy
Fully supported

PipeRun tags applied to Deals and Contacts migrate to Salesforce as either multi-select picklist fields (if fewer than 150 unique tag values per object) or Salesforce Topics with TopicAssignment records. The customer selects the strategy during scoping based on how tags are used for reporting.

PipeRun CRM de Vendas

Custom Field

maps to

Salesforce Sales Cloud

Custom Field

lossy
Fully supported

PipeRun custom fields on Contacts, Companies, Deals, and Activities are pre-created in Salesforce with type-mapped field types (text fields to Text, date fields to Date, currency fields to Currency). Custom field definitions are exported from PipeRun's field management screen and deployed to Salesforce before any record data is loaded.

PipeRun CRM de Vendas

Attachment / File

maps to

Salesforce Sales Cloud

ContentDocument

1:1
Fully supported

Files attached to Deals and Proposals are batch-downloaded from PipeRun's web interface and re-uploaded as Salesforce Files (ContentDocument + ContentVersion) linked to the corresponding Opportunity or Quote via ContentDocumentLink. Version history may not be fully preserved across the export-reload cycle.

PipeRun CRM de Vendas

WhatsApp (PipeRun MAX)

maps to

Salesforce Sales Cloud

Custom Field on Contact

1:1
Fully supported

WhatsApp conversation content is stored in PipeRun MAX's messaging layer and is not accessible via export. We migrate WhatsApp conversation metadata (timestamps, participant identifiers, conversation counts) as custom fields on the Contact record. Conversation content itself cannot be migrated. We flag this upfront and recommend that customers archive WhatsApp exports separately before migration begins.

PipeRun CRM de Vendas

User / Owner

maps to

Salesforce Sales Cloud

User

1:1
Fully supported

PipeRun users assigned as Deal Owners, Activity owners, and stage assignees are matched by email to Salesforce User records. Owners without a matching Salesforce User are held in a reconciliation queue and cannot be resolved until the customer's admin provisions the User account. Migration cannot proceed past Opportunities and Activities without owner lookups resolved because OwnerId is required on most standard Salesforce objects.

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.

PipeRun CRM de Vendas logo

PipeRun CRM de Vendas gotchas

High

No publicly documented REST API for programmatic export

High

CSV import uses title-based deduplication, not record IDs

Medium

Multiple Funnels require explicit stage mapping to avoid schema loss

Medium

WhatsApp message content is not exportable from PipeRun MAX

Low

Pricing tiers are not publicly tied to feature gates or user limits

Salesforce Sales Cloud logo

Salesforce Sales Cloud gotchas

High

Workflow Rules and Process Builder are retired

High

Bulk API batch quota exhaustion during large imports

Medium

Storage overage billing is non-obvious

Medium

Account-Contact many-to-many relationship mapping

Low

Territory and team member import ordering dependencies

Pair-specific challenges

  • No public REST API forces manual CSV export coordination

    PipeRun has no publicly documented REST API for automated data extraction. We cannot initiate an API pull to extract data; instead, we coordinate with the customer to generate CSV exports from all relevant objects (Contacts, Companies, Deals, Activities, Proposals) directly from PipeRun's web interface. This adds manual steps and requires the customer's active participation before migration begins. Any delays in export generation delay the entire project. We scope this as a distinct preparation phase with a checklist.

  • Title-based CSV deduplication causes silent import collisions

    PipeRun's CSV import function deduplicates incoming records by matching the record title, not by a stable ID field. If two Deals share the same name, or a Deal is renamed after export, the destination import will either create a duplicate or silently overwrite the wrong record. We handle this by prepending a unique ID prefix to every title in every export file before import at the destination, ensuring clean 1:1 mapping without collisions. This step is non-negotiable for any multi-record migration.

  • Multiple Funnels require explicit Pipeline and Sales Process configuration

    PipeRun allows multiple simultaneous Funnels, each with independent stage definitions. Salesforce maps each Funnel to a separate Pipeline with its own Sales Process. Salesforce Starter is limited to one Pipeline; if the customer is on Starter and has multiple Funnels, we flag this as an edition upgrade requirement during scoping. Even on Professional and above, each Funnel's stages must be pre-created in Salesforce before any Opportunity records are loaded against that Pipeline.

  • WhatsApp message content is not exportable from PipeRun MAX

    WhatsApp conversations managed through PipeRun MAX (the Chrome extension) are stored in PipeRun's messaging layer and are not included in standard CSV exports. Only metadata such as conversation timestamps and participant identifiers are recoverable. We flag this upfront in the scope document so the customer knows conversation history will not migrate. We recommend that customers with compliance or audit requirements for WhatsApp content archive those chats separately before migration begins.

  • Automations and acoes automaticas cannot be exported or migrated

    PipeRun workflow automation rules (acoes automaticas) are platform-internal triggers and have no portable export format. We do not migrate them as code. We document every active automation rule during discovery (trigger, conditions, actions, affected records) and deliver a written inventory with recommended Salesforce Flow equivalents. The customer's admin or a Salesforce implementation partner rebuilds them post-migration. Salesforce Flow uses record-triggered, scheduled, and screen flow variants with different action types and limits from PipeRun's builder.

Migration approach

Six steps for a successful PipeRun CRM de Vendas to Salesforce Sales Cloud data migration

  1. Discovery and export coordination

    We audit the PipeRun account by reviewing the Funnel structure (each Funil and its stages), custom field definitions on all objects, owner assignments, and Proposal content. Because PipeRun has no public API, we coordinate with the customer to generate CSV exports from all relevant objects before migration begins. We review the Funnel-to-stage definitions from PipeRun's admin settings and build the Funnel-to-Pipeline mapping table. We also deliver a data-cleaning checklist so the customer can deduplicate and standardize records before export, which reduces reconciliation time.

  2. Salesforce schema configuration

    We configure Salesforce before any data is loaded. This includes creating a Salesforce Pipeline and Sales Process for each PipeRun Funnel, mapping each Funnel stage to the corresponding Salesforce StageName, creating custom fields for all PipeRun custom fields with type-mapped Salesforce field types, provisioning the migration user with Bulk API 2.0 permissions and Modify All Data access, and disabling validation rules that would block import of records with pre-migration field values. Schema is deployed into a Sandbox org first for validation.

  3. Sandbox migration and customer reconciliation

    We run a full migration into a Salesforce Sandbox using the CSV exports. Activities are loaded via the Bulk API 2.0 with parent-record lookup resolution. The customer reconciles 25-50 records per object against the PipeRun source, checks the Funnel-to-Pipeline stage assignments, verifies owner assignments, and signs off on the mapping before production migration begins. Corrections to field mapping, stage assignments, and owner lookups are applied in Sandbox, not in production.

  4. Owner reconciliation and User provisioning

    We extract every distinct PipeRun owner referenced on Deals, Activities, and Proposals and match by email against the Salesforce destination org's User table. Owners without a matching Salesforce User go into a reconciliation queue. The customer's Salesforce admin provisions any missing User accounts before record migration resumes. This step gates the migration because OwnerId is a required field on Opportunity and Task in Salesforce, and unresolved owner lookups block inserts.

  5. Production migration in dependency order

    We load production data in strict dependency order: Accounts (from PipeRun Empresas), Contacts (with AccountId resolved), Opportunities (with Funnel-to-Pipeline and stage assignments resolved, OwnerId from User mapping), Proposals as Quotes (with QuoteLineItems), Activities via Bulk API 2.0 (Tasks, Events, EmailMessages with WhoId and WhatId resolved), Files re-attached as ContentDocument records. Each phase produces a row-count reconciliation report before the next phase begins.

  6. Cutover, delta sync, and automation handoff

    We freeze writes in PipeRun during cutover, run a final delta migration of any records modified during the migration window, enable Salesforce as the system of record, and deliver a final reconciliation report. We deliver the automation inventory document (acao automatica definitions, triggers, actions, recommended Salesforce Flow equivalents) to the customer's admin team. We support a one-week hypercare window for reconciliation issues raised by the sales team. Rebuilding PipeRun automations as Salesforce Flow is outside standard migration scope.

Platform deep dives

Context on both ends of the pair

PipeRun CRM de Vendas logo

PipeRun CRM de Vendas

Source

Strengths

  • Brazil-native CRM with Portuguese-language UI, support, and Brazilian commercial workflow assumptions.
  • Integrated WhatsApp Business API for centralized service across multiple channels and tickets.
  • Built-in product catalog with price lists, discounts, and multi-brand proposal generation.
  • Bundled electronic signature for proposals and contracts inside the CRM, removing the need for a separate e-sig tool.
  • Annual upfront prepay earns 20% discount; 14-day free trial available.

Weaknesses

  • Standardised 12-month contract with auto-renewal is heavier than month-to-month CRMs popular outside Brazil.
  • G2 product profile has been inactive for over a year — comparison data is thin.
  • Brazilian focus limits international fit; product UI and support are Portuguese-first.
  • Pricing tiers and per-user rates are not transparently published.
  • Customers needing global multi-currency, multi-language deployment typically choose HubSpot, Salesforce, or Pipedrive.
Salesforce Sales Cloud logo

Salesforce Sales Cloud

Destination

Strengths

  • Largest enterprise app ecosystem in CRM with 5,000+ AppExchange integrations covering nearly every vertical workflow.
  • Native Einstein AI delivers lead scoring, opportunity insights, and predictive forecasting without a third-party layer.
  • Advanced territory management, multi-currency, and flexible forecasting satisfy complex B2B revenue structures.
  • Deep platform extensibility: Custom Objects, Apex, Flow, and the Metadata API allow full schema customization.
  • Well-documented REST API, Bulk API, and Composite API with published rate limits for programmatic migration.

Weaknesses

  • Pricing model is layered and opaque in practice: per-seat fees plus storage overages, add-on subscriptions, and annual uplifts compound to 30–40% above sticker price.
  • Workflow Rules and Process Builder are deprecated, forcing all orgs onto Salesforce Flow — a migration task that catches many teams by surprise.
  • Steep administrative complexity: meaningful configuration requires a dedicated Salesforce admin or consultant.
  • API rate limits are edition-gated (100k/day base for Enterprise) and easily exhausted by large historical imports without throttling.
  • Data export is exportable via Data Loader but preserving relationship integrity across 30+ objects requires careful ETL sequencing.

Complexity grading

How hard is this migration?

Standard CRM migration. 1 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 PipeRun CRM de Vendas and Salesforce Sales Cloud.

  • Object compatibility

    B

    1 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

    PipeRun CRM de Vendas: Not publicly documented.

  • Data volume sensitivity

    B

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

Estimator

Estimate your PipeRun CRM de Vendas to Salesforce Sales Cloud 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 PipeRun CRM de Vendas to Salesforce Sales Cloud data migrations

Answers to the questions buyers ask most during PipeRun CRM de Vendas to Salesforce Sales Cloud migration scoping. Not seeing yours? Book a call.

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Most migrations land between four and eight weeks. A migration under 10,000 total records with a single Funnel, no custom objects, and clean owner mapping completes in four to six weeks. Migrations with multiple simultaneous Funnels, custom fields across all objects, large activity histories (over 200,000 records), or Proposal content requiring line-item re-creation extend to eight to twelve weeks. Discovery and Sandbox validation add one to two weeks on top regardless of record volume.

Adjacent paths

Related migrations to explore

Ready when you are

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