CRM migration
Field-level mapping, validation, and rollback between Convertkit and Odoo CRM. We move data and schema; workflows are rebuilt natively in Odoo CRM.
Convertkit
Source
Odoo CRM
Destination
Compatibility
10 of 11
objects map 1:1 between Convertkit and Odoo CRM.
Complexity
BStandard
Timeline
24–72 hours
Overview
ConvertKit organizes its universe around Subscribers — a flat list with tags, custom fields, and engagement metrics (opens, clicks). It has no native pipeline stages, no opportunity records, and no relational contact-company model. Odoo CRM uses crm.lead (for both leads and opportunities), res.partner (for contacts and companies), and a stage-based pipeline Kanban view. The migration maps ConvertKit Subscribers into Odoo Leads, ConvertKit custom fields into Odoo custom fields on crm.lead, and ConvertKit tags into a custom Tags__c Char field — tagging-style data in Odoo is always a custom field because Odoo has no native many-to-many tagging model for leads. We pull subscriber data via ConvertKit's v3 REST API (free on all plans, rate-limited to ~5 req/s on Creator/Pro, Enterprise has higher limits). The API returns subscriber records with their associated tags and custom field values in a single batch endpoint. We map these to Odoo's crm.lead model using XML-RPC or csv import. ConvertKit's sequences (automated email drip programs) have no Odoo equivalent — Odoo's Action Rules handle workflow triggers but not the same visual automation builder pattern. We export sequence definitions as a JSON reference document your Odoo admin can use to rebuild them in Odoo's automation framework. ConvertKit broadcasts (one-time campaigns) do not migrate — email template content can be exported and reformatted manually. The migration runs with scoped read-only access to ConvertKit; your team continues using the platform throughout, and a delta-pickup window captures any new subscribers created during cutover.
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 Convertkit object lands in Odoo CRM, including any object-level transformations, lookup resolution, or schema-design dependencies.
Typical mapping — final map is confirmed during the sample migration step.
Convertkit
Subscriber
Odoo CRM
crm.lead
1:1ConvertKit Subscribers map directly to Odoo crm.lead records. Both represent a person record with name, email, and metadata. The migration creates one crm.lead per subscriber. ConvertKit does not distinguish between leads and opportunities — all subscribers enter Odoo as leads; your team converts them manually or via Odoo's Lead to Opportunity wizard.
Convertkit
Subscriber custom fields
Odoo CRM
crm.lead (custom fields)
1:1ConvertKit custom fields (up to 140 per account) require Odoo custom fields on crm.lead, created before migration via Settings > Technical > Models. Text fields map to Char or Text in Odoo. Number fields map to Float or Integer. Date fields map to Date. Checkbox-style fields map to Boolean. Pick-list fields in ConvertKit map to Odoo Selection fields with value-by-value mapping. The ConvertKit field system_name (e.g., ck_field_1_last_name) must be translated to Odoo's alphanumeric field name convention.
Convertkit
Tags
Odoo CRM
crm.lead.Tags__c (custom Char/Text field)
many:1ConvertKit tags apply N:M to subscribers — one subscriber can have N tags. Odoo has no native N:M tagging model for CRM leads. We store tags as a custom field on crm.lead (Tags__c as Char or Text, storing comma-separated values). For large tag sets (>50 distinct tags), we recommend collapsing into a Category pick-list on the Odoo side during schema setup — your admin defines the category taxonomy before migration so tags route into controlled values rather than free-text.
Convertkit
Forms
Odoo CRM
crm.lead (custom Char fields)
1:1ConvertKit form submissions create or update a subscriber with a form_id reference and opt-in state. We preserve form name and form_id as custom Char fields on the resulting crm.lead. The opt-in consent flag migrates as a Boolean custom field (Opted_In__c). Odoo's Website module can recreate form integrations — the form IDs serve as reference data for rebuilding Odoo Website forms post-migration.
Convertkit
Sequences (automated email drip programs)
Odoo CRM
No equivalent in Odoo CRM
1:1ConvertKit sequences are multi-step email drip programs with delays, conditions, and content. Odoo CRM has no visual automation builder with the same semantics. We export sequence definitions (step order, delay, trigger conditions, email subject, and body) as a structured JSON reference document. Your Odoo admin uses this to rebuild the logic in Odoo's Automated Actions and Server Actions. The email content itself (subject, HTML body) is exportable separately for manual reformatting as Odoo email templates.
Convertkit
Broadcasts (one-time email campaigns)
Odoo CRM
No equivalent in Odoo CRM
1:1ConvertKit broadcasts are one-time email sends to a tag segment. Odoo Email Marketing (part of Odoo's marketing suite) handles campaign emails but is not part of the base CRM module. Broadcasts do not migrate — the email content can be exported as HTML, but the broadcast metadata (send date, recipient count, open/click stats) does not have a natural landing in Odoo crm.lead. We export a broadcast summary as a CSV reference file for post-migration reporting reconciliation.
Convertkit
Broadcast engagement metrics
Odoo CRM
crm.lead (custom Number fields)
1:1ConvertKit stores per-subscriber engagement: emails_sent, emails_open_count, emails_click_count, and last_email_open_date. These values migrate as custom Number and Date fields on crm.lead (Emails_Sent__c, Email_Open_Count__c, Email_Click_Count__c, Last_Email_Open_Date__c). Odoo's native mail.tracking is event-based; historical ConvertKit open/click counts from before the migration are imported as bulk historical data rather than real-time events.
Convertkit
Products / Digital products (in ConvertKit)
Odoo CRM
product.product
1:1If ConvertKit stores products (digital goods, paid newsletters, courses), those migrate to Odoo product.product records. ConvertKit product names and prices map to product.product Name and list_price. The mapping handles the product-purchase association as a custom Many2many field on crm.lead or as a separate sale.order.line record depending on your post-migration sales process.
Convertkit
Subscriber created date / updated date
Odoo CRM
crm.lead (custom DateTime fields)
1:1ConvertKit provides created_at and updated_at timestamps on every subscriber. Odoo's crm.lead.create_date is set at import time. We preserve the original created_at as Original_Create_Date__c (DateTime custom field) and updated_at as Original_Modify_Date__c for reporting continuity. This lets your team sort and filter leads by original acquisition date rather than migration-import date.
Convertkit
ConvertKit API ID
Odoo CRM
crm.lead (custom Char field)
1:1Each ConvertKit subscriber has a numeric id (e.g., 12840391). We store this as Source_System_ID__c on the crm.lead record. This serves two purposes: it prevents duplicate imports on delta runs (FlitStack checks Source_System_ID__c before inserting), and it enables cross-referencing Odoo leads back to their ConvertKit source records for audit purposes.
Convertkit
ConvertKit Creator Profile / account-level metadata
Odoo CRM
res.company / custom fields on crm.lead
1:1ConvertKit account-level settings (account name, timezone, default from-name) do not have an Odoo equivalent at the CRM level — they are account configuration rather than record data. We document them in the migration summary so your admin can set Odoo's company name, email alias, and timezone in Settings > General Settings after the migration completes.
| Convertkit | Odoo CRM | Compatibility | |
|---|---|---|---|
| Subscriber | crm.lead1:1 | Fully supported | |
| Subscriber custom fields | crm.lead (custom fields)1:1 | Fully supported | |
| Tags | crm.lead.Tags__c (custom Char/Text field)many:1 | Fully supported | |
| Forms | crm.lead (custom Char fields)1:1 | Mapping required | |
| Sequences (automated email drip programs) | No equivalent in Odoo CRM1:1 | Fully supported | |
| Broadcasts (one-time email campaigns) | No equivalent in Odoo CRM1:1 | Fully supported | |
| Broadcast engagement metrics | crm.lead (custom Number fields)1:1 | Fully supported | |
| Products / Digital products (in ConvertKit) | product.product1:1 | Fully supported | |
| Subscriber created date / updated date | crm.lead (custom DateTime fields)1:1 | Fully supported | |
| ConvertKit API ID | crm.lead (custom Char field)1:1 | Fully supported | |
| ConvertKit Creator Profile / account-level metadata | res.company / custom fields on crm.lead1:1 | 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.
Convertkit gotchas
Sequences export as content only, not logic
Free tier has no bulk export capability
Custom fields require recreation before import
Kit branding persists until toggled off
Subscriber count billing is real-time
Odoo CRM gotchas
Odoo.sh version gating blocks assisted migrations from trial
Enterprise modules fail to install on Community after database restore
Custom module view inheritance breaks between Odoo major versions
Custom fields risk losing their application context on Community
API access for Community is gated behind the Custom Plan
Pair-specific challenges
Migration approach
Audit ConvertKit data and design Odoo CRM schema
FlitStack reads your ConvertKit account via the v3 REST API to inventory all subscribers, custom fields, tags, forms, sequences, and products. We generate a data inventory report listing record counts per object, distinct tag values, custom field data types observed in live values, and sequence step counts. From this inventory we produce an Odoo schema setup plan: which custom fields to create on crm.lead, what field types to use, whether a tag-to-category taxonomy is needed, and which Odoo modules (Email Marketing, Subscriptions, Website) should be activated for full feature parity. Your Odoo admin creates the fields and activates modules before data moves.
Export ConvertKit data via v3 REST API
We use ConvertKit's /v3/subscribers endpoint with pagination to export all subscriber records in batches. For each subscriber we pull associated custom field values, applied tags, engagement metrics (emails_sent, emails_open_count, emails_click_count), form source data, and timestamps. Sequences are exported separately as a JSON reference document containing step definitions, triggers, delays, and email content. Products export as a separate CSV with name, price, and type. The export runs with a read-only API key; it does not modify your ConvertKit account. We pace requests to respect the rate limit for your plan tier and resume from the last page on timeout.
Run a sample migration with field-level validation
A representative slice — typically 200–500 subscribers spanning your main segments, including subscribers with and without tags, with custom field values, and from different form sources — migrates first into a staging Odoo database. We generate a field-level diff comparing source ConvertKit values against Odoo crm.lead field values. You verify that tag consolidation logic, custom field mapping, date formats, and engagement metric placement are correct before the full run commits. Any mapping errors are corrected in the migration engine before the production migration begins.
Execute full migration with delta-pickup window
The full subscriber, product, and form data migration runs into the production Odoo CRM database. A delta-pickup window (typically 24 hours after the full migration completes) re-queries ConvertKit for any new subscribers, tag additions, or custom field changes that occurred during the cutover period. These delta records are merged into Odoo using the Source_System_ID__c deduplication key. An audit log records every operation — insert, update, or skip — so you have a full reconciliation trail. One-click rollback is available if the audit reveals unexpected data placement.
Deliver migration summary, sequence reference, and post-migration guide
FlitStack delivers a Migration Summary Report: record counts migrated per object, duplicate records skipped, custom fields created, and a list of any subscriber records that could not be migrated due to invalid email formats or missing required fields. The Sequence Reference JSON is included, along with a Post-Migration Guide for your Odoo admin covering which Odoo modules were activated, how to rebuild the tag-category pick-list if it was implemented, and how to access the sequence reference JSON to begin rebuilding email drip programs in Odoo Automated Actions. Post-migration support is available for 30 days.
Platform deep dives
Convertkit
Source
Strengths
Weaknesses
Odoo CRM
Destination
Strengths
Weaknesses
Complexity grading
Standard CRM migration. 1 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 Convertkit and Odoo CRM.
Object compatibility
1 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
Convertkit: Not publicly documented; varies by account tier.
Data volume sensitivity
Convertkit 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 Convertkit to Odoo CRM migration scoping. Not seeing yours? Book a call.
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