CRM migration

Migrate from Gamooga to Twenty CRM

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

Gamooga logo

Gamooga

Source

Twenty CRM

Destination

Twenty CRM logo

Compatibility

82%

9 of 11

objects map 1:1 between Gamooga and Twenty CRM.

Complexity

BStandard

Timeline

2-4 weeks

Rollback included Accuracy guarantee Field-level validation

Overview

What this migration involves

Moving from Gamooga to Twenty CRM is a structured migration from a marketing automation platform into a focused open-source CRM. Gamooga organizes around Users, Campaigns, Segments, Events, and Channels with a behavioral data ingestion model; Twenty CRM uses Persons, Companies, Opportunities, and Activities with a REST and GraphQL API. The primary migration constraint is Gamooga's lack of a public export API — we coordinate a vendor-assisted data extraction before migration scoping begins. Segment rules (demographics, purchase history, geolocation) are not machine-portable and are migrated as documented criteria with a recommendation on equivalent Twenty filters. Automation Workflows, channel configurations, recommendation models, and analytics dashboards do not migrate; we deliver a written inventory of these for the customer's admin to rebuild. We sequence the migration with Companies first (the parent side of any Person-Company relationship), then Persons, then Opportunities, then Activities, then custom fields last, matching Twenty's documented import dependency order.

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

Gamooga logo

Gamooga

What's pushing teams away

  • UI is described as 'very functional' but visually dated — reviewers consistently say the look-and-feel lags modern marketing-automation competitors.
  • Automation-workflow authoring has a learning curve that takes time to master, slowing initial team adoption.
  • No free trial and no publicly published pricing — buyers must engage sales to learn limits, which deters self-serve evaluation.
  • Sparse independent review footprint (27 G2, 3 Capterra) limits peer validation when standing the platform up against MoEngage, Clevertap or WebEngage.
  • Small company scale (~18 person team, ~$2M revenue) creates concerns about long-term roadmap stability and enterprise-grade SLAs.

Choosing

Twenty CRM logo

Twenty CRM

What's pulling them in

  • Top open-source CRM on GitHub with 40.6K stars, giving teams full source code access and infrastructure ownership without per-feature licensing surprises.
  • Free self-hosting under AGPL-3.0 means unlimited users and custom objects for the cost of cloud infrastructure alone, typically $20–100/month.
  • Pricing page explicitly mocks competitors for charging add-on fees for API access, webhooks, and workflows — transparency that resonates with RevOps teams burned by Salesforce.
  • Unlimited custom objects and fields with no price impact, letting teams shape the data model to their business rather than forcing business into rigid schemas.
  • Modern TypeScript/React/PostgreSQL stack means developer-led teams can extend, self-host, or integrate without fighting legacy architecture.

Object mapping

How Gamooga objects map to Twenty CRM

Each row shows how a Gamooga object lands in Twenty CRM, including any object-level transformations, lookup resolution, or schema-design dependencies.

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

Gamooga

Users

maps to

Twenty CRM

Person

1:1
Fully supported

Gamooga User profiles (email, mobile number, behavioral attributes) map directly to Twenty CRM Person records. We extract all standard profile fields and extended properties uploaded via Gamooga's Historic Data Push, mapping each to a Twenty Person field or custom field. The Person's primary email becomes the dedupe key during import. If the Gamooga User has an associated Company name in behavioral data, we create a Company record first and link the Person via the PersonCompany关系的 foreign key.

Gamooga

Company (derived)

maps to

Twenty CRM

Company

1:1
Fully supported

Gamooga does not have a native Company object but associates Users with company identifiers through behavioral events (company name, domain, employee count). We extract company-level data from User attributes and behavioral event payloads, deduplicate by domain, and create Twenty CRM Company records. Company becomes the parent record before Person import, satisfying the lookup dependency that Twenty enforces.

Gamooga

Campaigns

maps to

Twenty CRM

Opportunity

1:1
Mapping required

Gamooga Campaigns represent lifecycle or promotional journeys across channels. We map Campaigns to Twenty CRM Opportunities, preserving campaign name, status (active, paused, completed), start and end dates, and target audience size as Opportunity metadata. The channel-specific delivery configuration (push template IDs, SMS sender IDs) does not migrate; we flag these as configuration stubs requiring manual setup in Twenty's notification or integration layer.

Gamooga

Campaign Audience

maps to

Twenty CRM

Person (bulk link)

1:1
Fully supported

Gamooga Campaign audience membership links specific Users to a Campaign. We migrate this as a lookup relationship: each User in the campaign audience receives a link to the corresponding Opportunity record via Twenty's custom field or via an OpportunityPerson mapping table. The audience count per campaign is preserved as a custom field on the Opportunity for reporting.

Gamooga

Segments

maps to

Twenty CRM

Custom Filter + Tag

lossy
Mapping required

Gamooga dynamic Segments use behavioral rules (demographics, location, purchase history, app behavior) evaluated in real time. These rule definitions are not exportable as portable configuration. We extract the segment rule structure as human-readable criteria (field, operator, value) and deliver it as a written specification document. The customer's admin rebuilds equivalent filters in Twenty using its filter and view system. Where segments represent static lists, we create Tags on the corresponding Person records.

Gamooga

Events

maps to

Twenty CRM

Activity (Task)

1:1
Mapping required

Gamooga Events are behavioral records (page views, purchases, cart actions, custom events) used to trigger automations. We export event history as Activity records in Twenty CRM, mapping event type to Activity subject, event timestamp to ActivityDate, and event properties to custom Activity fields. Large event histories are chunked for Twenty's API rate limits (100/min free tier, 200/min paid tier). Not all behavioral event attributes have equivalents in Twenty's activity schema; we flag unmapped attributes in the discovery report.

Gamooga

Custom Properties

maps to

Twenty CRM

Custom Fields (Person, Company, Opportunity)

1:1
Mapping required

Extended user properties uploaded via Gamooga's Historic Data Push migrate as custom fields on the relevant Twenty CRM object. We preserve the original data type where identifiable (text, number, date, boolean) and create matching custom fields via Twenty's /metadata API before import. Ambiguously typed fields (e.g., JSON blobs or freeform text used as structured data) are flagged for manual review during scoping.

Gamooga

Automation Workflows

maps to

Twenty CRM

Workflow (written inventory)

lossy
Mapping required

Gamooga workflows created on the graphical canvas are migrated as structured step-sequence documentation. Each workflow's trigger, conditions, branches, delays, and channel actions are captured in a written inventory delivered to the customer. Channel-specific action steps (push template bindings, SMS sender IDs) cannot migrate. Twenty CRM workflows are available on paid tiers and must be rebuilt manually post-migration using the documented step sequence as a reference.

Gamooga

Analytics Reports

maps to

Twenty CRM

Static data export

1:1
Mapping required

Pre-built analytics dashboards and real-time insights are exported as static CSV or JSON data where accessible from Gamooga's dashboard. The underlying live-reporting pipeline does not transfer. We deliver the historical report data as structured files and note which report types (funnel analysis, cohort analysis, campaign attribution) require reconstruction in Twenty's dashboard or a third-party BI tool.

Gamooga

Channels

maps to

Twenty CRM

Not migratable

1:1
Not supported

Gamooga Channels (Push, SMS, Email, In-App, Web Push) are platform-native delivery infrastructure. These do not migrate. We document the channel configurations as reference for the customer's admin to reconfigure in their chosen notification provider (e.g., Braze, OneSignal, Postmark, Twilio) and connect to Twenty via webhook or Zapier.

Gamooga

Recommendations

maps to

Twenty CRM

Not migratable

1:1
Not supported

Gamooga's dynamic recommendation engine is platform-native and tied to its predictive analytics layer. Recommendation model outputs and algorithmic configurations do not export. We document the recommendation use cases (product recommendations, content personalization) as functional requirements for rebuilding in the destination platform or a specialized recommendation engine.

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.

Gamooga logo

Gamooga gotchas

High

No public export API means migration is ingest-driven

Medium

Custom pricing model hides plan limits

Medium

Segment logic is not machine-migratable

Low

Low review volume limits independent quality signal

Twenty CRM logo

Twenty CRM gotchas

High

Import order is enforced and critical

High

Export limited to 20,000 records and visible columns only

Medium

Soft-deleted records count toward uniqueness and trigger restores

Medium

API rate limits cap at 200 req/min on Organization tier

Low

No native email sequences — follow-up cadences require external tools

Pair-specific challenges

  • Gamooga has no public data export API

    Gamooga's documented API is its Historic Data Push endpoint, designed for uploading data into the platform. There is no publicly available REST endpoint for pulling out Users, Events, Segments, or Campaign membership. We coordinate a full data export request through Gamooga's support or CSM team before migration scoping begins. If the vendor cannot produce a timely export, we fall back to CSV-based extraction from accessible dashboards, which may not capture full behavioral event history. This extraction step adds one to three weeks to the timeline and must complete before any migration work begins.

  • Segment rule logic is not machine-portable

    Gamooga's dynamic Segments use behavioral rules evaluated in real time against user event streams. The rule definitions cannot be exported as structured data. We extract the rule structure as human-readable criteria (field name, operator, threshold or value) for each active segment and deliver it as a written specification. The customer's admin rebuilds equivalent filters in Twenty CRM manually. Any behavioral attributes present in Gamooga but absent from the migrated event data will produce empty results in the rebuilt filter and must be identified during discovery.

  • No native company-account object in Gamooga

    Gamooga organizes around User profiles without a native Company or Account object. Company data is embedded in user attributes and behavioral event payloads (company name, domain, employee count). We extract, deduplicate, and normalize this embedded data into Twenty CRM Company records before Person import. This extraction-while-deduplicating step is manual and must be reviewed by the customer's admin to resolve conflicts (e.g., multiple Users from the same company listed under slightly different name variants). Skipping this step results in duplicate Company records in Twenty.

  • Twenty CRM workflow rebuild required post-migration

    Twenty CRM workflows are available on paid tiers only and must be rebuilt manually. Gamooga Automation Workflows created on the graphical canvas do not migrate as executable code. We deliver a written inventory of every active workflow with its trigger, conditions, steps, delays, and channel actions, but the rebuild is the customer's responsibility post-migration. Workflow rebuild scope should be estimated separately from migration fees.

  • File attachments require separate migration

    Twenty's CSV import does not include file attachments. If Gamooga stores attachments linked to User profiles, Campaigns, or Segments (e.g., uploaded images, PDF assets), these must be re-uploaded manually or migrated via the Twenty REST API separately. We identify all attachment-bearing records during discovery and flag them as a separate migration task with an estimated effort range.

Migration approach

Six steps for a successful Gamooga to Twenty CRM data migration

  1. Vendor-assisted data extraction coordination

    We initiate contact with Gamooga's support or CSM team to request a full data export (Users, Campaign membership, Segments, Events, Custom Properties). If Gamooga cannot produce an export within two weeks, we fall back to dashboard-based CSV extraction with the customer granting read access to their Gamooga environment. We document the extraction scope and format before proceeding to mapping design. This step is the critical path item for the entire migration.

  2. Data audit and mapping design

    We audit the extracted data for completeness, duplicates, missing fields, and ambiguous type assignments. We design the mapping from Gamooga objects to Twenty CRM objects (Person, Company, Opportunity, Activity, Custom Fields) and define the Company-first import order that satisfies Twenty's lookup dependencies. We produce a written mapping document that the customer's admin reviews and signs off before any schema work begins in Twenty.

  3. Twenty CRM schema preparation

    We use Twenty's /metadata API to pre-create all required custom fields on Person, Company, Opportunity, and Activity objects before data import. Field types are matched to the extracted data types from Gamooga. Custom picklist values are populated for any categorical fields (e.g., segment membership categories, event types). The schema is validated in a Twenty staging environment if available.

  4. Company and Person import

    We import Companies first (deduplicated by domain from Gamooga User attributes), then Persons. The Person import resolves the Company lookup for each record and flags any Person without a resolvable Company for manual review. Custom properties migrate as custom fields on Person. The dedupe key is the primary email address, and we log any duplicate email hits for the customer's admin to resolve.

  5. Opportunity and Activity import

    Gamooga Campaigns migrate to Twenty Opportunities with audience size and status preserved. Campaign-audience membership migrates as a lookup relationship linking each Person to the relevant Opportunity. Event history migrates as Activity records (Tasks) with event type as subject, timestamp as ActivityDate, and event properties as custom fields. We chunk large event sets to respect Twenty's API rate limits (100 calls/min on free tier, 200/min on paid). We use exponential backoff on rate limit responses.

  6. Cutover, validation, and workflow handoff

    We freeze writes to Gamooga during cutover, run a delta migration of any records created or modified during the migration window, then switch the team to Twenty CRM as the system of record. We deliver a row-count reconciliation report comparing Gamooga source counts to Twenty destination counts. We deliver the segment rule documentation, workflow inventory, and channel configuration reference to the customer's admin. We do not rebuild workflows in Twenty as part of the migration scope.

Platform deep dives

Context on both ends of the pair

Gamooga logo

Gamooga

Source

Strengths

  • Behavioral targeting engine built on user-level event data across multiple channels
  • Graphical workflow builder for lifecycle automation that non-technical teams can operate
  • Omni-channel delivery across push, SMS, email, in-app, web push, and pop-ups from a single platform
  • Real-time user analytics and segmentation with dynamic rule evaluation
  • Edtech and e-commerce vertical expertise with case studies showing activation and conversion improvements

Weaknesses

  • No publicly documented API for data export; migration relies on ingest-based endpoints and manual extraction
  • Pricing is not publicly available, requiring direct vendor contact to determine plan limits and overage terms
  • Sparse third-party review volume (27 G2 reviews, 3 Capterra reviews) limits independent evaluation of real-world performance
  • Ease-of-use score is below comparable platforms, suggesting the interface may require dedicated training
  • Company scale (18-person team, $2M revenue) raises long-term support and platform continuity considerations
Twenty CRM logo

Twenty CRM

Destination

Strengths

  • AGPL-3.0 open-source license with full source code on GitHub — no vendor lock-in, no sunset risk.
  • Unlimited users and unlimited custom objects on self-hosted, with no feature gating based on headcount.
  • REST and GraphQL APIs available on all paid tiers, not locked behind an enterprise add-on fee.
  • MCP server and webhooks shipped as standard features, not premium upgrades.
  • Modern PostgreSQL-backed data model that developer teams can query, extend, and self-host.

Weaknesses

  • Recent v1.0 release means limited production hardening compared to CRMs with multi-year operational track records.
  • No native email sequencing or sales engagement tools — follow-up cadences require a separate platform.
  • No native two-way email sync or inbox integration, requiring third-party connectors for full activity logging.
  • Self-hosting 'free' pricing hides real infrastructure and DevOps costs that stack up over time.
  • Workflow automation is functional but lacks the complexity needed for sophisticated multi-step sales motions.

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 Gamooga and Twenty 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

    Gamooga: Not publicly documented.

  • Data volume sensitivity

    B

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

Estimator

Estimate your Gamooga to Twenty 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 Gamooga to Twenty CRM data migrations

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

Can't find your answer?

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Most migrations land between two and four weeks for accounts under 10,000 User profiles with straightforward event history. Migrations requiring extended vendor coordination for data extraction, large behavioral event histories (over 200,000 records), or multiple custom field types move to six to ten weeks. Gamooga's lack of a public export API is the primary variable — if the vendor produces a timely export, the timeline stays short; if extraction requires fallback CSV pulls, add one to three weeks.

Adjacent paths

Related migrations to explore

Ready when you are

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