CRM migration

Migrate from GleanView to Twenty CRM

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

GleanView logo

GleanView

Source

Twenty CRM

Destination

Twenty CRM logo

Compatibility

73%

8 of 11

objects map 1:1 between GleanView and Twenty CRM.

Complexity

BStandard

Timeline

2-4 weeks

Rollback included Accuracy guarantee Field-level validation

Overview

What this migration involves

GleanView is an account-based B2B CRM with a built-in CPQ and proposal engine, but its absence of a public REST API means all migrations proceed from CSV exports with inherent row limits and no formula pre-evaluation. Twenty CRM, founded in 2023 and backed by Y Combinator, is an AGPL-3.0 open-source CRM with a GraphQL API, giving teams full data ownership through self-hosting or a managed cloud instance at $9 per seat per month. We extract from GleanView's CSV exports, flag every formula-derived pricing field and orphaned GleanSpaces attachment, pre-create the Twenty workspace schema (custom fields, pipeline stages, company and person objects) before any data import, and sequence the migration so Companies load before People and Opportunities load after both. We do not migrate automations, proposals as PDFs, or dealer-portal configurations; we deliver a written inventory of these for your admin to rebuild in Twenty.

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

GleanView logo

GleanView

What's pushing teams away

  • Annual commitment-only on the Complete plan — month-to-month options require sales negotiation, friction for small teams.
  • $2,500 one-time onboarding fee plus a 5-user minimum creates a meaningful upfront cost ($2,500 + 5 × $55 × 12 = $5,800 first year).
  • Customization options are limited vs open-source or Salesforce/AppExchange ecosystem.
  • Privacy-conscious teams may flag extensive customer data analysis behavior reported in reviews.
  • Advanced AI features require specialized training per ITQlick — onboarding lift may be heavier than expected.

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 GleanView objects map to Twenty CRM

Each row shows how a GleanView 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.

GleanView

Company

maps to

Twenty CRM

Company

1:1
Fully supported

GleanView Company records map directly to Twenty Company. The company name, website, industry, address fields, and any custom company properties migrate as flat field values. We deduplicate by company name during import and flag any GleanView company records that share the same domain or name for the customer's admin to resolve before insertion. Twenty's Company object is created before any Person import so that the person-to-company relationship (People associated with a Company) is satisfied at the moment of Person insert. Owner assignments on Companies are resolved by email match against Twenty Users.

GleanView

Contact

maps to

Twenty CRM

Person

1:1
Fully supported

GleanView Contact records map to Twenty Person. We map name, email, phone, lifecycle stage, and owner to their Twenty equivalents, and preserve any custom Contact properties as custom fields in Twenty's data model. Deduplication uses email as the primary key. The GleanView Contact-to-Company relationship maps to the Person's company link in Twenty. If the source Contact references a GleanView Company that has not yet been created in Twenty, we hold the Person record in a staging queue and resolve the link after the Companies phase completes.

GleanView

Lead

maps to

Twenty CRM

Person (with stage flag) or Opportunity

1:many
Fully supported

GleanView Lead records carry lifecycle stage, source, status, and owner. We evaluate each Lead's status to determine whether it maps directly to a Twenty Person record (for early-stage, not-yet-qualified leads) or to an Opportunity with an associated Person (for leads that have progressed to a deal stage in GleanView). The original GleanView lead status is preserved in a custom field on the Twenty Person for audit and reporting continuity. Any custom lead statuses that exist only in GleanView are flagged during scoping for the customer to decide whether to map them to Twenty stage values or archive them.

GleanView

Deal

maps to

Twenty CRM

Opportunity

1:1
Fully supported

GleanView Deal records map to Twenty Opportunity. Deal stage, amount, close date, owner, and custom deal fields migrate directly. GleanView does not natively track deal stage history as a timeline; we store the current stage as Opportunity stage in Twenty and preserve the full stage progression (if tracked in custom fields in GleanView) as a custom text field opportunity_stage_history__c for reporting continuity. Owner assignments are resolved by email match against Twenty Users at migration time.

GleanView

Pipeline Stage

maps to

Twenty CRM

Opportunity Stage (configuration)

lossy
Fully supported

Each GleanView pipeline with its custom stage names and order maps to a Twenty Opportunity pipeline. We create the stages in Twenty in the same ordinal order as GleanView before any Opportunity records are imported, so that the stage values on imported Deals correspond to valid Twenty stage picklist values. If GleanView uses stage-specific actions or automations, we document them in the automation inventory for the customer to rebuild in Twenty's workflow builder.

GleanView

Product (GleanQuote Catalog)

maps to

Twenty CRM

Product

1:1
Fully supported

GleanQuote product catalog entries — including product name, SKU, base price, cost, margin, and attributes — map to Twenty Product records. Formula-driven pricing fields (conditional pricing rules, volume pricing, cost-plus-markup) are flagged as empty or zero in the CSV export and are documented per product in a separate worksheet so the customer can re-enter or re-evaluate pricing in Twenty. Bundle products are flagged as composite products requiring manual bundling in Twenty or a third-party CPQ integration if the deal complexity warrants it.

GleanView

Quote (GleanQuote)

maps to

Twenty CRM

Opportunity with line items

1:1
Fully supported

GleanView Quotes reference Products, Contacts (as customers), and pricing rules. We extract quote headers and line items from the CSV exports and re-create them in Twenty as Opportunities with associated line items. The quote template attachments and PDF history stored in GleanSpaces are not included in the CSV export; we provide a file manifest listing each linked PDF, its associated Quote record, and its URL so the customer can re-upload after migration. Proposal content from GleanQuote templates is documented as a rebuild recommendation rather than migrated.

GleanView

Engagement: Call, Email, Meeting, Task, Note

maps to

Twenty CRM

Task or Note

1:1
Fully supported

Engagement records (calls, emails, meetings, tasks, notes) attached to GleanView Contacts or Deals export as activity records. We map call engagements to Twenty Tasks with a call subtype flag, emails to Tasks with an email subtype flag, meetings to Tasks with a meeting subtype flag, and standalone notes to Twenty Notes linked to the parent Person, Company, or Opportunity. Multi-select or rich-text activity notes may require reformatting; we apply a normalization step before insert. Activity batches exceeding 10,000 records are chunked and loaded in sequence with parent-record lookup resolution to avoid referential orphans.

GleanView

Owner

maps to

Twenty CRM

User

1:1
Fully supported

GleanView owner assignments on Contacts, Companies, Deals, and Engagement records are resolved by email match against Twenty User accounts. We extract the complete list of distinct GleanView owners from all migrating records during discovery, cross-reference against the Twenty workspace User table, and place any owners without a matching Twenty User in a reconciliation queue. The customer provisions the missing Users in Twenty before the migration proceeds past the discovery phase, because OwnerId references are required on most standard object imports.

GleanView

Custom Field

maps to

Twenty CRM

Custom Field (configuration)

lossy
Fully supported

GleanView custom fields on Contacts, Companies, Deals, and Leads require pre-creation in Twenty's data model before any records are imported. We read the field schema from GleanView CSV headers during discovery, generate a field creation worksheet specifying each custom field's name, type (text, number, date, select, multi-select, checkbox, currency), and target object, and the customer or we create these fields in Twenty at Settings → Data Model before the migration begins. Fields that do not exist in Twenty at import time are silently skipped by the CSV loader, which is why schema creation is sequenced as a distinct step before any record import.

GleanView

Attachment (GleanSpaces file)

maps to

Twenty CRM

File (manual re-upload)

1:1
Fully supported

GatherSpaces file attachments — proposal PDFs, product images, and content library files — are stored outside GleanView's data model and are not included in CSV exports. We generate a file manifest listing every linked attachment with its URL, associated GleanView record type (Quote, Product, or Contact), and the record ID it was attached to. The customer uses this manifest to re-upload files to Twenty manually or via the Twenty API if the file hosting approach (external URL, S3, or inline upload) is confirmed. This gap is unavoidable without a GleanView API and is disclosed before migration scoping begins.

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.

GleanView logo

GleanView gotchas

High

No public REST API means no live migration sync

Medium

Annual billing and 5-user minimum lock in cost commitments

Medium

Formula-driven pricing fields do not export as values

Medium

GatherSpaces file attachments are not included in CSV exports

Low

Onboarding fee of $2500 is non-refundable post-cancellation

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

  • No REST API — all data comes from CSV exports with structural limits

    GleanView does not publish a public REST API. All migration data originates from CSV exports generated within the platform or from its HubSpot and Pipedrive integration exports. CSV exports carry row limits (typically 50,000-100,000 rows depending on platform version) and do not include formula-derived values, binary attachments, or formula-driven pricing. We advise running a full CSV export before the migration window and validating record counts against live data. Any records added after the export date require a supplemental export. If the dataset exceeds CSV row limits, we split exports by object and date range, which increases preparation time and sequencing complexity.

  • Formula pricing fields export as empty or zero

    GleanQuote's conditional pricing rules, volume pricing schedules, and cost-plus-markup formulas compute at render time and are not stored as flat values in CSV exports. Every product with a formula-driven price field exports with a blank or zero value. We flag each affected product during discovery, present three options (export base cost fields and let Twenty re-evaluate, pre-compute values in a staging sheet, or accept manual correction post-migration), and document the chosen approach in the migration scope before any product data is moved. Skipping this step results in an entire product catalog with no pricing in Twenty.

  • Attachments and GleanSpaces files do not export via CSV

    Proposals stored as PDFs in GleanSpaces, product images, and content library files are not included in GleanView's standard CSV export. This affects Quote records (proposal PDFs), Product records (catalog images), and any Contact or Deal records with file attachments. We generate a file manifest listing every linked attachment URL and its associated record. The customer re-uploads files to Twenty manually using the manifest as a guide. Inline binary files cannot be migrated automatically; this is a hard limitation of GleanView's export model, not a solvable migration challenge.

  • Twenty's workflow builder and views require manual rebuild

    Twenty's workflow builder (automations triggered by record changes) and view configurations are not part of the data migration scope. They must be recreated manually in Twenty's Settings after data is imported. We deliver a written inventory of every active GleanView automation with its trigger, conditions, and actions, and a written summary of all GleanView pipeline views and their filter criteria for the customer's admin to rebuild. Teams expecting that automations and views migrate alongside their data should plan two to five days of post-migration configuration work in Twenty.

  • GatherView's Lead model requires a lifecycle-stage split

    GleanView uses a flat Lead object with a lifecycle stage property. Twenty separates People (individuals) from Opportunities (deals). Early-stage GleanView Leads that have not progressed to a deal should become Twenty Person records; GleanView Leads that have an associated deal should become Person records with a linked Twenty Opportunity. We design the split rule during scoping based on the customer's GleanView lifecycle stage matrix, apply it as the first transformation step during migration, and preserve the original GleanView lifecycle stage as a custom field on the Twenty Person for audit continuity. Migrations that skip this design step may result in People records without a clear next step in Twenty.

Migration approach

Six steps for a successful GleanView to Twenty CRM data migration

  1. Discovery and CSV export preparation

    We audit the source GleanView instance across all objects: Contacts, Companies, Leads, Deals, Products (GleanQuote catalog), Quotes, Pipeline Stages, Activities (calls, emails, meetings, tasks, notes), Custom Fields, and Owner assignments. We pull CSV headers to identify every custom field and flag any that use formula-driven pricing. We run a record-count reconciliation against live data and flag any attachments referenced in GleanSpaces that are not included in exports. The discovery output is a written migration scope, a field-mapping worksheet, a formula-pricing flag list, and a file manifest template for GleanSpaces attachments.

  2. Twenty workspace schema setup

    We create all custom fields and custom objects in Twenty before any data is imported. This includes custom fields on Person, Company, and Opportunity that correspond to GleanView custom properties, and a custom text field for opportunity_stage_history__c to preserve deal stage progression. We configure the Opportunity pipeline stages to match the GleanView deal stage names and order. We invite all migrating users to Twenty so that owner email lookups resolve at import time. Schema creation is sequenced before any record import because Twenty's CSV importer skips fields that do not exist in the data model.

  3. CSV export execution and staging import

    We guide the customer through running full CSV exports from GleanView (and from HubSpot or Pipedrive integration exports where the native export is constrained). We apply transformations: the Lead-lifecycle split is computed, formula pricing blanks are flagged per product, date formats are normalized to ISO 8601, and multi-select values are delimited consistently. We run a staging import with a 50-100 record sample into Twenty to validate field mappings, verify owner lookups resolve, confirm activity relationships attach to the correct parent record, and confirm the customer sign-off before production migration begins.

  4. Production migration in dependency order

    We run production migration in record-dependency order: Companies first, then Persons (with company links resolved), then Opportunities (with PersonId and owner resolved), then Products (with pricing re-entry decisions applied), then Quote line items (as Opportunity line items), then Activity history in batches. Owner reconciliation is completed before production migration begins so that no imported record references a non-existent Twenty User. Each phase emits a row-count reconciliation report before the next phase starts. Formula pricing products are imported with base cost values only, and the pricing worksheet is delivered alongside the import report.

  5. Cutover, delta sync, and automation handoff

    We freeze writes to GleanView during cutover, run a final delta export of any records created or modified during the migration window, and import those delta records into Twenty. We confirm Twenty as the system of record and advise the customer to disable or pause the GleanView integration connections to prevent re-sync loops. We deliver the automation inventory (every GleanView automation and view with its configuration summary) and the GleanSpaces file manifest to the customer's admin. We support a five-business-day hypercare window for reconciliation issues raised by the migrated team.

  6. Post-migration admin actions

    The customer recreates GleanView automations in Twenty's workflow builder using the delivered inventory as a rebuild guide, re-uploads GleanSpaces files using the manifest, and re-enters pricing for formula-driven products using the pricing worksheet. We provide a written summary of each action item with estimated effort so the customer's admin can plan the rebuild sprint. We do not provide post-migration admin support, training, or workflow rebuild as standard scope; these are separate engagements.

Platform deep dives

Context on both ends of the pair

GleanView logo

GleanView

Source

Strengths

  • Built-in CPQ eliminates the need for a separate quoting tool
  • Native HubSpot and Pipedrive integrations mean export data is often available from both systems
  • Drag-and-drop proposal templates produce professional PDF and web proposals
  • Supports multi-currency, volume pricing, and conditional pricing rules
  • Small-company pricing with all features included in one plan

Weaknesses

  • No public REST API — migrations rely on CSV exports which have row and column limits
  • Annual billing is required, with no published monthly option
  • 5-user minimum creates a fixed cost floor regardless of actual headcount
  • Attachment files are not included in standard CSV exports
  • Limited public review volume (21 reviews on G2) makes independent evaluation difficult
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. 3 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 GleanView and Twenty CRM.

  • Object compatibility

    B

    3 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

    GleanView: Not publicly documented.

  • Data volume sensitivity

    B

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

Estimator

Estimate your GleanView 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 GleanView to Twenty CRM data migrations

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

Can't find your answer?

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Straightforward migrations with under 10,000 total records, no formula pricing complexity, and no custom objects land in two to four weeks. Migrations with large product catalogs, formula-driven pricing requiring pre-computation, activity histories exceeding 50,000 records, or multiple GleanView integrations to reconcile move to five to eight weeks because of CSV preparation, staging reconciliation, and formula-field flagging. The gating factor is almost always GleanView's export model rather than Twenty's import capacity.

Adjacent paths

Related migrations to explore

Ready when you are

Move from GleanView.
Land in Twenty CRM, intact.

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