CRM migration

Migrate from Convertkit to Odoo CRM

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

Convertkit logo

Convertkit

Source

Odoo CRM

Destination

Odoo CRM logo

Compatibility

91%

10 of 11

objects map 1:1 between Convertkit and Odoo CRM.

Complexity

BStandard

Timeline

24–72 hours

Rollback included Accuracy guarantee Field-level validation

Overview

What this migration involves

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.

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

Convertkit logo

Convertkit

What's pushing teams away

  • September 2025 price increases raised Creator plan costs significantly, with some creators reporting bills tripled at the same subscriber count.
  • Kit's branding on landing pages, emails, and product pages remains until manually toggled off on paid tiers, which creators find unprofessional for paid product sales.
  • Free tier allows no A/B testing and restricts users to one account and basic templates, pushing creators toward upgrades for features that competitors include on lower plans.
  • Export functionality on lower tiers is limited, with some creators reporting difficulty accessing their data when evaluating departures.
  • Sequences and automations cannot be exported in a machine-readable format, requiring complete manual rebuild on the destination platform.

Choosing

Odoo CRM logo

Odoo CRM

What's pulling them in

  • Teams choose Odoo CRM for its modular architecture — one base install with one-click app additions means they can adopt CRM alone and add accounting, inventory, or sales later as the business grows.
  • Small businesses pick Odoo because the Community edition is free and open-source, with no per-user or contact limits, allowing full evaluation before committing to a paid Enterprise tier.
  • The drag-and-drop Kanban pipeline and AI lead scoring are highlighted across G2 reviews as concrete features that make lead management faster and more visual than spreadsheet-based workflows.
  • Odoo's native integration with email, live chat, SMS, VoIP, and WhatsApp means inbound leads from multiple channels feed into a single pipeline without third-party middleware.
  • Companies in retail, supply chain, and construction value that Odoo's CRM module shares the same PostgreSQL database and UI as its ERP modules, eliminating data silos between sales and operations.

Object mapping

How Convertkit objects map to Odoo CRM

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

maps to

Odoo CRM

crm.lead

1:1
Fully supported

ConvertKit 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

maps to

Odoo CRM

crm.lead (custom fields)

1:1
Fully supported

ConvertKit 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

maps to

Odoo CRM

crm.lead.Tags__c (custom Char/Text field)

many:1
Fully supported

ConvertKit 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

maps to

Odoo CRM

crm.lead (custom Char fields)

1:1
Mapping required

ConvertKit 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)

maps to

Odoo CRM

No equivalent in Odoo CRM

1:1
Fully supported

ConvertKit 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)

maps to

Odoo CRM

No equivalent in Odoo CRM

1:1
Fully supported

ConvertKit 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

maps to

Odoo CRM

crm.lead (custom Number fields)

1:1
Fully supported

ConvertKit 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)

maps to

Odoo CRM

product.product

1:1
Fully supported

If 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

maps to

Odoo CRM

crm.lead (custom DateTime fields)

1:1
Fully supported

ConvertKit 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

maps to

Odoo CRM

crm.lead (custom Char field)

1:1
Fully supported

Each 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

maps to

Odoo CRM

res.company / custom fields on crm.lead

1:1
Fully supported

ConvertKit 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.

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.

Convertkit logo

Convertkit gotchas

High

Sequences export as content only, not logic

High

Free tier has no bulk export capability

Medium

Custom fields require recreation before import

Medium

Kit branding persists until toggled off

Medium

Subscriber count billing is real-time

Odoo CRM logo

Odoo CRM gotchas

High

Odoo.sh version gating blocks assisted migrations from trial

High

Enterprise modules fail to install on Community after database restore

Medium

Custom module view inheritance breaks between Odoo major versions

Medium

Custom fields risk losing their application context on Community

Low

API access for Community is gated behind the Custom Plan

Pair-specific challenges

  • ConvertKit's subscriber model maps to Odoo leads, not contacts — your team must qualify them

    ConvertKit has one person record type: the Subscriber. Odoo splits the world into crm.lead (unqualified) and res.partner / sale.order (qualified). All ConvertKit subscribers arrive in Odoo as crm.lead records. Your sales team uses Odoo's Lead to Opportunity wizard to convert a lead into an opportunity with a partner and a sale order. If your list is primarily customers rather than prospects, you may want to pre-convert all records as a batch using Odoo's automated action rules triggered by a specific tag — discuss this with your admin before migration runs.

  • ConvertKit tags have no native Odoo equivalent — untagged leads can be unmanageable

    ConvertKit lets you apply an unlimited number of tags to each subscriber. Odoo CRM has no native N:M tagging model for leads — tags must be stored as a custom field. If your ConvertKit account uses more than 50 distinct tags, storing all of them as comma-separated free text on each lead creates an unmanageable text blob. We recommend collapsing your tag taxonomy into 8–15 categories (e.g., Audience Segment, Product Interest, Engagement Level) before migration. Odoo's Selection field type handles this cleanly; each subscriber's tags map to one category value rather than N individual tags. This requires a pre-migration tagging audit — FlitStack delivers a tag taxonomy worksheet during the planning phase.

  • ConvertKit sequences cannot migrate to Odoo Action Rules — rebuild required

    ConvertKit sequences (automated email drip programs) have no Odoo CRM equivalent. Odoo's Action Rules trigger on write events (stage change, date reached) but do not replicate the subscriber-behavior-triggered, multi-step, conditional-branch logic of ConvertKit's visual automation builder. When you migrate to Odoo, your email sequences must be rebuilt using Odoo's Automated Actions, Server Actions, and Email Templates. FlitStack exports your sequence definitions as a structured JSON reference document — step order, delay, trigger condition, subject, and body — which your Odoo admin uses as a rebuild blueprint. Email content (subject lines, HTML bodies) exports separately as text files for reformatting as Odoo email templates.

  • ConvertKit custom field type system does not validate against Odoo field types at migration time

    ConvertKit stores custom field values as strings in its API response regardless of the field's declared type in the UI. For example, a ConvertKit Number field returns a string like '42' rather than an integer. Odoo's custom fields require strict type matching — importing a string into an Odoo Integer field fails silently and leaves the field blank. FlitStack performs a pre-migration type audit: we read each ConvertKit custom field's actual data values (not just its declared type) and map them to the appropriate Odoo field type. Numeric strings become Float fields, date-formatted strings become Date fields, boolean-like strings ('true'/'false') become Odoo Boolean fields. This pre-flight check adds one to two business days to the planning phase but prevents silent data loss on import.

  • ConvertKit's API rate limit on Creator/Pro plans constrains bulk export speed

    ConvertKit's v3 API rate limits vary by plan: Creator plans allow approximately 5 requests per second, while Enterprise plans have higher limits (typically 20 req/s or more, configurable). A ConvertKit account with 80,000 subscribers, 40 custom fields, and tags requires multiple API calls per subscriber (subscriber record + custom fields + tags). At 5 req/s, a full export takes approximately 4–6 hours for a large list. FlitStack handles this transparently using rate-limit-aware batching — we insert sleep intervals, resume from the last checkpoint on timeout, and log every API call. Odoo-side imports run in parallel using XML-RPC batch operations to maximize throughput once data arrives. The migration timeline accounts for API rate-limit pacing and does not attempt to exceed ConvertKit's limits.

Migration approach

Six steps for a successful Convertkit to Odoo CRM data migration

  1. 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.

  2. 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.

  3. 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.

  4. 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.

  5. 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

Context on both ends of the pair

Convertkit logo

Convertkit

Source

Strengths

  • Unlimited email sends across all paid tiers regardless of list size.
  • Generous free tier supporting up to 10,000 subscribers with core features.
  • Free migration assistance from competitor platforms on Creator and Creator Pro plans.
  • Tag-based segmentation is intuitive for creators managing audience organization.
  • Clear subscriber-count pricing model without per-email or per-send charges.

Weaknesses

  • September 2025 price increases significantly raised costs at same subscriber counts.
  • Sequences and automations cannot be exported in a machine-readable format.
  • Kit branding on emails and landing pages requires manual toggle on paid tiers.
  • Custom fields limited to 140 per account, which may constrain complex data collection.
  • Free tier has no A/B testing and is restricted to a single user account.
Odoo CRM logo

Odoo CRM

Destination

Strengths

  • Modular open-source architecture lets teams start with CRM and add ERP apps as needs grow, all sharing one PostgreSQL database.
  • Free Community edition with no contact limits and full source code access means zero licensing cost for evaluation and small deployments.
  • Drag-and-drop Kanban pipeline with AI lead scoring gives a visual, prioritized view of the sales funnel without requiring custom configuration.
  • Native integrations with email, live chat, SMS, VoIP, WhatsApp, and social media feed all inbound leads into a single unified inbox.
  • Active Odoo Community Association (OCA) maintains dozens of community-maintained modules on GitHub for extended functionality.

Weaknesses

  • Gmail and email integration reliability is a recurring complaint — threads drop and conversations scatter across inboxes, disrupting sales team workflows.
  • Enterprise edition pricing stacks quickly: multiple apps at per-user rates ($25–$50/user/month) plus Odoo.sh hosting costs more than many SMBs anticipate.
  • Setup and configuration complexity increases significantly once custom fields, automation rules, and multiple installed modules are in play.
  • Odoo.sh trial databases run on a version (e.g., 18.3) that is not directly migratable to Odoo.sh, blocking the assisted migration path Odoo advertises.
  • Version upgrades between major Odoo releases (e.g., 17→18) frequently break custom module view definitions and XPath expressions, requiring manual remediation.

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 Convertkit and Odoo CRM.

  • 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

    Convertkit: Not publicly documented; varies by account tier.

  • Data volume sensitivity

    B

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

Estimator

Estimate your Convertkit to Odoo CRM 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 Convertkit to Odoo CRM data migrations

Answers to the questions buyers ask most during Convertkit to Odoo CRM migration scoping. Not seeing yours? Book a call.

Can't find your answer?

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Book a free 30 minute consultation

Most ConvertKit-to-Odoo CRM migrations complete in 24–72 hours for under 50,000 subscribers. Larger accounts with 100k+ subscribers, more than 60 custom fields, or a tag-consolidation step extend to 3–5 days. The longest planning step is the pre-migration data audit and Odoo schema design — one to two business days before any data moves. The API export of ConvertKit data is paced by ConvertKit's rate limits (typically 5 req/s on Creator plans) which adds a few hours for large subscriber lists. Odoo-side XML-RPC imports run in parallel batches once data is prepared.

Adjacent paths

Related migrations to explore

Ready when you are

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