CRM migration
Field-level mapping, validation, and rollback between Agent Legend and Pipedrive. We move data and schema; workflows are rebuilt natively in Pipedrive.
Agent Legend
Source
Pipedrive
Destination
Compatibility
12 of 12
objects map 1:1 between Agent Legend and Pipedrive.
Complexity
BStandard
Timeline
48–72 hours
Overview
Agent Legend structures its data around contacts, campaigns, and a billing model that charges per active contact — any person who receives at least one automated message in a billing month. That per-contact framing shapes its data export: contacts carry Lily AI scores, campaign attribution, and interaction timestamps, but real estate property associations live as custom properties on the contact record rather than in a dedicated property object. Pipedrive's data model splits contacts into People and Organizations, uses Deals linked to Organizations for pipeline tracking, and stores activity history in Activities tied to People. The migration maps Agent Legend contacts to Pipedrive People, Agent Legend property custom fields to custom fields on Pipedrive Organizations, and campaign interactions to Pipedrive Activities. Lily AI scores require a custom numeric field on People since Pipedrive has no native predictive scoring field. Agent Legend's campaign tagging and lead-source attribution become custom fields on People. Because Agent Legend has no API — data must be exported as a structured CSV — FlitStack's migration engine parses the export format, resolves owner email addresses against Pipedrive users, and loads data via Pipedrive's bulk import API. Workflows, sequences, and automation logic built inside Agent Legend do not migrate; FlitStack exports your workflow definitions as a rebuild reference for Pipedrive Automations or an external automation platform like Zapier or Make.
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 Agent Legend 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.
Agent Legend
Contact (Person record)
Pipedrive
Person
1:1Agent Legend contacts map directly to Pipedrive People. The primary fields — name, email, phone, address — carry over as direct field maps. Owner resolution happens by matching the contact's assigned agent email in Agent Legend against Pipedrive user email addresses. Unmatched owners receive a fallback assignment flagged for review before the migration commits.
Agent Legend
Contact custom properties (property_address, property_type, property_status, estimated_value)
Pipedrive
Organization
1:1Agent Legend stores real estate data as contact-level custom properties — a property belongs to a contact rather than existing as an independent entity. FlitStack creates a Pipedrive Organization record for each unique property address encountered in the contact export, populates the Organization with the property custom fields (address, type, status, estimated value) and links the Person back to that Organization via the Person's OrganizationId lookup. This converts Agent Legend's flat contact model into Pipedrive's normalized Person–Organization relationship.
Agent Legend
Campaign (outbound messaging campaign)
Pipedrive
Activity + Custom Field on Person
1:1Agent Legend campaigns (circle prospecting, AI campaign builder, two-way texting sequences) have no direct Pipedrive equivalent. Each campaign a contact was enrolled in is recorded as a custom multi-select field on the Person record (Campaign_List__c), preserving the enrollment history. The campaign cadence and messaging content cannot be transferred — those sequences must be rebuilt in Pipedrive Automations or an external tool. FlitStack exports campaign definitions as a reference document for your Pipedrive admin.
Agent Legend
Lily AI Score
Pipedrive
Custom numeric field on Person
1:1Agent Legend's Lily AI assigns a predictive score (0–100) to each contact based on 1,600+ third-party data signals. Pipedrive has no native predictive scoring field. FlitStack creates a custom numeric field (Lily_Score__c) on the Person object, preserving each contact's last-known Lily score as a static value. Pipedrive's optional Lead Scoring add-on (Premium+ plans) can be configured as a live replacement after migration, calibrated against the migrated historical scores.
Agent Legend
Lead source / attribution
Pipedrive
Custom field on Person
1:1Agent Legend tracks how each contact entered the system — via portal lead, referral, purchased list, organic, etc. This attribution data lives as a custom property on the contact record. FlitStack maps it to a custom pick-list field on Pipedrive Person (Lead_Source__c), preserving the exact source label from Agent Legend so reporting by original lead source is continuous after go-live.
Agent Legend
Campaign interaction / engagement event
Pipedrive
Activity
1:1Agent Legend records each outbound message sent, each reply received, and each call logged as an interaction on the contact record. FlitStack translates these into Pipedrive Activities: type='email' for SMS and email messages, type='call' for voice interactions, and type='task' for follow-up reminders. Original timestamps and the associated agent owner are preserved. This gives Pipedrive a complete engagement timeline on each Person record from day one.
Agent Legend
Agent Legend user / agent account
Pipedrive
User
1:1Agent Legend agents (the team members using the platform) are resolved to Pipedrive Users by matching the email address on the Agent Legend agent record to a Pipedrive user with the same email. If an Agent Legend agent has no corresponding Pipedrive user at migration time, their records are assigned to a migration fallback owner and flagged in the pre-flight report. We recommend creating Pipedrive user accounts before migration begins so owner resolution is automatic.
Agent Legend
Deal / opportunity (created in Agent Legend or implied by property transaction)
Pipedrive
Deal
1:1Agent Legend does not have a native Deals or Opportunities object — pipeline tracking is implicit through campaign enrollment and contact status. Pipedrive Deals must be created fresh in Pipedrive after migration. FlitStack can create placeholder Deals linked to each Organization (property) record using the last_modified date as an estimated close date, giving your team a starting pipeline to populate with actual deal values. Alternatively, your team defines deal creation rules post-migration.
Agent Legend
Pipeline / stage (Agent Legend has no explicit pipeline object)
Pipedrive
Pipeline + Stage
1:1Agent Legend does not model deal stages. Pipedrive Pipelines and Stages must be configured by your team before or after migration. FlitStack delivers a Pipeline setup plan based on your Agent Legend campaign count and property transaction types (Listing, Buyer, Lease, etc.), so the pipeline structure is ready when Deals are created.
Agent Legend
Workflow / automation / sequence
Pipedrive
Automation / Sequence (no migration path)
1:1Agent Legend workflows, circle prospecting sequences, and two-way texting automations are tightly bound to its messaging engine and do not have an exportable definition format. They cannot be migrated. FlitStack exports a human-readable reference document listing every Agent Legend campaign name, trigger condition, and action step so your Pipedrive admin or automation consultant can rebuild the logic in Pipedrive Automations or an external tool.
Agent Legend
Integration connections (portal leads, Zapier, Follow Up Boss, Lofty)
Pipedrive
Integration connection (no migration path)
1:1Agent Legend integrations with third-party tools — lead portal feeds, Zapier connections, Follow Up Boss sync, Lofty CRM sync — are connection-level configurations that do not export. Each integration must be rebuilt in Pipedrive using Pipedrive's native integrations, Zapier, Make, or the relevant third-party's Pipedrive connector. FlitStack documents which integrations were active in Agent Legend so nothing is missed during rebuild.
Agent Legend
Attachment / file (documents attached to contact or property record)
Pipedrive
File attachment on Person or Organization
1:1Agent Legend file attachments (vCards, property documents, contract PDFs stored on a contact record) are downloaded and re-uploaded to the corresponding Pipedrive Person or Organization record. File size limits match Pipedrive's upload constraints per plan. We flag any file exceeding the target plan's limit before the migration runs so you can adjust or archive large files.
| Agent Legend | Pipedrive | Compatibility | |
|---|---|---|---|
| Contact (Person record) | Person1:1 | Fully supported | |
| Contact custom properties (property_address, property_type, property_status, estimated_value) | Organization1:1 | Fully supported | |
| Campaign (outbound messaging campaign) | Activity + Custom Field on Person1:1 | Fully supported | |
| Lily AI Score | Custom numeric field on Person1:1 | Fully supported | |
| Lead source / attribution | Custom field on Person1:1 | Fully supported | |
| Campaign interaction / engagement event | Activity1:1 | Fully supported | |
| Agent Legend user / agent account | User1:1 | Fully supported | |
| Deal / opportunity (created in Agent Legend or implied by property transaction) | Deal1:1 | Fully supported | |
| Pipeline / stage (Agent Legend has no explicit pipeline object) | Pipeline + Stage1:1 | Fully supported | |
| Workflow / automation / sequence | Automation / Sequence (no migration path)1:1 | Fully supported | |
| Integration connections (portal leads, Zapier, Follow Up Boss, Lofty) | Integration connection (no migration path)1:1 | Fully supported | |
| Attachment / file (documents attached to contact or property record) | File attachment on Person or Organization1:1 | Fully 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.
Agent Legend gotchas
Lily AI scores do not export from Agent Legend
CRM integration tokens and OAuth connections do not transfer
Contact-level per-message pricing creates billing risk on high-volume imports
Custom fields are not fully documented in the public API
Letter templates use proprietary merge tag syntax
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
Extract and validate the Agent Legend CSV export
FlitStack guides you through generating a full contact export from Agent Legend's reporting view — including all custom properties, campaign enrollment lists, Lily scores, and engagement timestamps. We validate the CSV structure: field name consistency, date format uniformity, character encoding (Agent Legend exports occasionally contain non-standard characters in name fields), and duplicate detection. If the export reveals gaps — for example, certain custom properties not included in the standard export — we document them and propose a supplementary extraction approach before proceeding. This step typically takes 1–2 business days depending on data volume.
Create Pipedrive schema: custom fields, pipelines, and user accounts
Before data loads, FlitStack creates all required custom fields on your target Pipedrive account — Lily_Score__c (numeric), Lead_Source__c (pick-list), Campaign_List__c (text), Property_Type__c, Property_Status__c, Estimated_Value__c (currency), Beds__c, Baths__c on Organization. We capture the auto-generated Pipedrive field keys and confirm they resolve correctly in the field mapping. Simultaneously, we review your Agent Legend agent roster and match each to a Pipedrive User by email. Any unmatched agents are flagged for you to create Pipedrive accounts before the migration window. If you have multiple Agent Legend pipelines (e.g., Buyer, Seller, Rental), we deliver a Pipeline setup plan mapping each to a Pipedrive Pipeline with defined Stages.
Build property Organizations and link Person records
FlitStack's transformation engine reads each Agent Legend contact row, extracts every unique property address encountered across all contact custom properties, deduplicates identical addresses, and creates one Organization record per unique property. The contact becomes a Person linked to that Organization via OrganizationId. For contacts with multiple property associations (e.g., an agent managing a buyer's wishlist of three properties), each property becomes its own Organization and the Person is linked to all three. This step generates a Person-to-Organization linkage report that your team reviews before the load commits, ensuring no property is orphaned or incorrectly associated.
Run sample migration with field-level diff
A representative slice — typically 200–500 records spanning contacts across different campaign enrollments, property types, and Lily score ranges — migrates into your live Pipedrive account (we recommend using a dedicated test workspace if available). FlitStack generates a field-level diff comparing source values against the Pipedrive record values, highlighting any field where the mapped value does not match the source. You verify Lily score mapping, campaign list population, property address formatting, owner resolution, and activity timeline reconstruction. This pass typically takes 2–4 hours. No changes to the production environment occur until you approve the diff.
Execute full migration with delta-pickup window and audit log
The full migration loads all validated records into your Pipedrive account. A delta-pickup window — typically 24–48 hours — opens immediately after the initial load completes, capturing any new contacts created or modifications made in Agent Legend during the migration run. All operations are logged in FlitStack's audit log with timestamps, record IDs, and field-level change records. If reconciliation identifies discrepancies (e.g., a contact modified in both systems during cutover), FlitStack surfaces the conflict for your team to resolve manually or apply a last-write-wins rule. One-click rollback reverts the Pipedrive account to its pre-migration state if critical issues emerge — though this is rarely needed when the sample pass is approved.
Platform deep dives
Agent Legend
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 Agent Legend 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
Agent Legend: Not publicly documented.
Data volume sensitivity
Agent Legend 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
Pick a category, then your source and destination platforms.
Category
FAQ
Answers to the questions buyers ask most during Agent Legend to Pipedrive migration scoping. Not seeing yours? Book a call.
Walk through your Agent Legend to Pipedrive migration with a real engineer — 30 minutes, free, written quote within 24 hours.
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