CRM migration
Field-level mapping, validation, and rollback between Sales Flow Technologies and Pipedrive. We move data and schema; workflows are rebuilt natively in Pipedrive.
Sales Flow Technologies
Source
Pipedrive
Destination
Compatibility
9 of 12
objects map 1:1 between Sales Flow Technologies and Pipedrive.
Complexity
BStandard
Timeline
2-4 weeks
Overview
Sales Flow Technologies is an outreach-first platform centered on LinkedIn automation, sequenced campaigns, and multichannel cadence management. Pipedrive is a sales-first CRM centered on pipeline management, deal stages, and activity tracking against Opportunities. These are fundamentally different data models, and the migration requires decisions that shape the destination system long after cutover. We map Sales Flow Contacts to Pipedrive People and Organizations, preserving LinkedIn profile URLs and custom field data. Prospect Lists become Pipedrive tags for grouping and filtering. Sequence step ordering migrates as structured deal activity notes so reps can see the cadence history against each Opportunity. Workflow conditional branching logic does not export via CSV or API; we produce a written Workflow Migration Summary documenting every conditional rule and timing interval for the customer's admin to rebuild in Pipedrive's automation builder. Inbox messages live on LinkedIn's infrastructure and cannot be extracted. Engagement metrics (open rates, reply rates, connection acceptance rates) migrate as structured CSV but lack native Pipedrive equivalents; they are imported as custom fields for reporting reference.
Every standard and custom field arrives verified.
AI proposes the map; you confirm before any record moves.
Parent–child, lookups, and ownership stay linked.
Calls, emails, meetings — with original timestamps.
Documents, uploads, and inline notes move with the record.
Why teams make this switch
Leaving
What's pushing teams away
Choosing
What's pulling them in
Object mapping
Each row shows how a Sales Flow Technologies 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.
Sales Flow Technologies
Contact
Pipedrive
Person + Organization
1:manySales Flow Contacts map to Pipedrive Person records as the primary contact object. Company data from the Contact record (company name, domain, industry) splits into a separate Pipedrive Organization record with a Person-Organization link. Email, phone, LinkedIn profile URL, and custom fields migrate as Person fields. This split is necessary because Pipedrive separates individual contacts from the business entities they belong to, and creating the Organization first resolves the lookup dependency at Person insert time.
Sales Flow Technologies
Prospect List
Pipedrive
Tag
lossySales Flow Prospect Lists are named groupings of Contacts used for targeted outreach campaigns. We export list membership as a structured CSV with Contact email and list name, then create Pipedrive Tags corresponding to each list name. When Persons are created during migration, tag assignment is resolved by email match so the grouping is immediately available for filtering and segmenting in Pipedrive's pipeline view. List ordering within Sales Flow does not transfer as Pipedrive does not support ordered tags.
Sales Flow Technologies
Outreach Sequence
Pipedrive
Deal Activity Notes
1:1Sales Flow Sequences define the cadence and channel steps (LinkedIn connection request, follow-up email, InMail, delay intervals) for a group of Contacts enrolled in a campaign. Sequence step ordering and timing data migrate as structured activity notes on the related Pipedrive Deal or Person. Each step becomes a chronological note entry with step type, template reference, and days-since-previous-step preserved. The step ordering provides rep context on prospect engagement history without replicating the cadence as an active Pipedrive automation.
Sales Flow Technologies
Campaign
Pipedrive
Deal
1:1Sales Flow Campaigns bundle multiple Sequences under a single outreach objective. We map Campaign names to Pipedrive Deal names, Campaign-level date ranges to Deal expected_close_date or custom date fields, and Campaign status to Deal stage. The Deals represent the business outcomes (a deal, a project, a renewed contract) that the outreach sequences were designed to move. Channel routing logic and A/B testing configurations do not transfer as Pipedrive does not model these concepts natively.
Sales Flow Technologies
Workflow
Pipedrive
(documentation only)
lossySales Flow Workflows define conditional branching logic for prospect responses and follow-up actions (e.g., 'if no reply after 3 days, send template B'). The workflow builder configuration is not exposed via CSV or API and cannot be extracted programmatically. We produce a written Workflow Migration Summary documenting every conditional rule, step order, delay interval, and trigger condition from the source system so the customer's admin can manually reconstruct equivalent automation in Pipedrive's Workflow Automation builder. This is the most significant scope item that does not result in migrated data.
Sales Flow Technologies
Engagement: Email
Pipedrive
Activity (note-type)
1:1Sales Flow email engagement records migrate as Activity records in Pipedrive linked to the Person or Deal. Email subject, body content, and sent timestamp transfer as structured activity entries. Inbound email content may be incomplete if the thread is stored on a connected email provider rather than Sales Flow. We flag any engagement records where email_body is null or truncated in the source export as partial records requiring manual review.
Sales Flow Technologies
Engagement: Call
Pipedrive
Activity (call subtype)
1:1Sales Flow call engagement records migrate as Pipedrive Activities with activity type set to Call. Call duration, disposition, and any notes logged in Sales Flow transfer to corresponding fields on the Pipedrive Activity. We resolve the Person link by email match and the Deal link by the enrollment record associated with the call.
Sales Flow Technologies
Engagement: Meeting
Pipedrive
Activity (meeting subtype)
1:1Sales Flow meeting engagement records migrate as Pipedrive Activities with activity type set to Meeting. Meeting title, date and time, duration, and location transfer to the corresponding fields. Attendee information from Sales Flow migrates as a note entry on the Activity if the attendee email addresses can be resolved to existing Person records in the destination.
Sales Flow Technologies
Engagement: Note
Pipedrive
Note
1:1Sales Flow note engagements migrate as Pipedrive Note records linked to the Person, Organization, or Deal. Note content, author, and timestamp transfer directly. We resolve the parent record link using the email address and company name fields on the source note record. Notes without a resolvable parent record are held in a reconciliation queue for the customer's admin to resolve before final import.
Sales Flow Technologies
Analytics Metrics
Pipedrive
Custom Fields (Person + Deal)
1:1Sales Flow provides per-sequence and per-step open rates, reply rates, and connection acceptance rates. These metrics have no native equivalent in Pipedrive's standard object model. We export the metrics as a structured CSV and import them as custom fields on the Person object (e.g., sequence_open_rate__c, sequence_reply_rate__c) and Deal object (e.g., campaign_connection_rate__c). These custom fields appear in Pipedrive's reporting for reference but do not drive any native Pipedrive automation or scoring logic.
Sales Flow Technologies
User Account
Pipedrive
User
1:1Sales Flow User accounts define who on the team is running outreach and are mapped to Pipedrive User records by email address match. Role labels (Admin, Standard) from Sales Flow do not transfer as Pipedrive role and permission set assignments are a separate administrative configuration step. We flag any Sales Flow User without a matching email in the destination for the customer's admin to provision before the final import phase.
Sales Flow Technologies
Inbox Messages
Pipedrive
(not supported)
1:1Sales Flow Inbox messages represent the conversation thread between the rep and the prospect across LinkedIn and email. These messages are stored in LinkedIn's infrastructure and are not accessible via Sales Flow export. LinkedIn conversation history cannot be retrieved through any export path. We document this gap in the migration scope and advise the customer to retain access to the original LinkedIn account for reference during a defined transition window. No equivalent import is possible in Pipedrive.
| Sales Flow Technologies | Pipedrive | Compatibility | |
|---|---|---|---|
| Contact | Person + Organization1:many | Fully supported | |
| Prospect List | Taglossy | Fully supported | |
| Outreach Sequence | Deal Activity Notes1:1 | Fully supported | |
| Campaign | Deal1:1 | Fully supported | |
| Workflow | (documentation only)lossy | Fully supported | |
| Engagement: Email | Activity (note-type)1:1 | Fully supported | |
| Engagement: Call | Activity (call subtype)1:1 | Fully supported | |
| Engagement: Meeting | Activity (meeting subtype)1:1 | Fully supported | |
| Engagement: Note | Note1:1 | Fully supported | |
| Analytics Metrics | Custom Fields (Person + Deal)1:1 | Mapping required | |
| User Account | User1:1 | Fully supported | |
| Inbox Messages | (not supported)1:1 | Not supported |
Gotchas + challenges
Platform-specific issues from each side, plus the pair-specific challenges that don't show up on either platform's page on its own.
Sales Flow Technologies gotchas
LinkedIn account risk with automated outreach
Workflow logic is not exported
Seat-count tier jumps create billing discontinuities
CSV export does not include activity history timestamps
Agency tier required for API access
Pipedrive gotchas
Custom field hash keys differ per account
Export access gated by visibility groups
Token-based API rate limits since December 2024
Sequences and Automations not exposed via REST API
Cost escalates via workflow caps and add-ons
Pair-specific challenges
Migration approach
Discovery and data export preparation
We audit the Sales Flow account across plan tier, contact volume, active sequences, active campaigns, workflow count, prospect list count, and engagement history volume. We determine the export method available (API if Agency tier, CSV otherwise) and identify any timestamp gaps in the standard export that require the Advanced Analytics CSV supplement. The discovery output is a written migration scope document covering record counts per object, export method, and known data gaps requiring customer acknowledgment before export begins.
Data export and initial quality review
We extract data from Sales Flow using the available export method (CSV for non-Agency plans, CSV plus Advanced Analytics CSV for richer timestamps). We run an initial quality review identifying duplicate contacts, missing required fields for Pipedrive import (email required for Person, company name required for Organization), and records where timestamp data is absent. We produce a data quality report for the customer's review and recommend a deduplication pass before import begins.
Pipedrive workspace setup
We configure the Pipedrive workspace before any data import. This includes creating custom fields to receive Sales Flow custom field data and engagement metrics (sequence open rates, reply rates), setting up the initial pipeline with stages mapped to the most common Sales Flow campaign objectives, and creating Pipedrive User accounts for each active Sales Flow User with role and permission set assignments noted for the customer's admin to complete. We recommend creating a test pipeline separate from the production pipeline for initial validation.
Organization and Person import
We run the import in dependency order with Organizations created before Persons to satisfy the lookup relationship. Each Contact from Sales Flow generates one Organization (from the company field) and one Person (from the contact fields) with the Organization-Person link resolved by company name match. Prospect List membership is resolved by email match and applied as Tags on the Person record at import time. Any Persons without a resolvable Organization are held in a reconciliation queue.
Deal and engagement history import
We import Sales Flow Campaigns as Pipedrive Deals with campaign names, date ranges, and status mapped to deal fields. Sequence step ordering and timing data import as structured Activity notes on each Deal and related Person. Email, call, meeting, and note engagements from Sales Flow import as corresponding Pipedrive Activities linked to the resolved Person and Deal. Analytics metrics import as custom field values on the Person and Deal records. We run row-count reconciliation after each phase and flag any records that failed import with error reasons.
Workflow Migration Summary delivery and cutover
We deliver the Workflow Migration Summary documenting every Sales Flow workflow conditional rule, step order, delay interval, and trigger condition with a recommended Pipedrive Workflow Automation equivalent. We freeze Sales Flow writes during a defined cutover window, run a final delta migration of any records modified during the migration window, then enable Pipedrive as the system of record. We support a one-week hypercare window resolving reconciliation issues. We do not rebuild Sales Flow workflows as Pipedrive automations inside the standard migration scope; that is a separate configuration engagement.
Platform deep dives
Sales Flow Technologies
Source
Strengths
Weaknesses
Pipedrive
Destination
Strengths
Weaknesses
Complexity grading
Standard CRM migration. 3 of 8 objects need a mapping; the rest are 1:1.
Overall complexity
Standard migration
Derived from compatibility, mapping clarity, API constraints, and data volume across Sales Flow Technologies and Pipedrive.
Object compatibility
3 of 8 objects need a mapping; the rest are 1:1.
Field mapping clarity
Field mapping is derived from defaults — final spec confirmed during the sample migration.
Timeline complexity
8-object category — typical timelines run 2–7 days end-to-end.
API constraints
Sales Flow Technologies: Not publicly documented — typical SaaS limits assumed and confirmed during scoping.
Data volume sensitivity
Sales Flow Technologies doesn't expose a bulk API — REST + parallelization used for high-volume runs.
Estimator
Rule-based pricing — no per-record fees, no manual quotes. Migrations over 2M records are scoped individually.
Step 1
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