CRM migration
Field-level mapping, validation, and rollback between Ometria and Freshsales. We move data and schema; workflows are rebuilt natively in Freshsales.
Ometria
Source
Freshsales
Destination
Compatibility
3 of 10
objects map 1:1 between Ometria and Freshsales.
Complexity
BStandard
Timeline
2-4 weeks
Overview
Ometria and Freshsales serve fundamentally different use cases, making this migration a platform shift from a retail Customer Data and Experience Platform (CDXP) into a sales-focused CRM. Ometria consolidates customer data from ecommerce, POS, and loyalty systems into unified profiles with AI-driven segmentation and cross-channel campaign orchestration; Freshsales manages the sales process through Leads, Contacts, Accounts, and Deals with built-in phone, email, and Freddy AI scoring. We migrate raw contact records with all standard and custom profile properties, segment membership lists, suppression data, and order history. Lifecycle programs, master email templates, and retail-specific scoring models do not migrate as automation code or predictive logic; we deliver written documentation of these for the customer's Freshsales admin to rebuild using Freshsales Workflows and the visual automation builder. The six-week technical project notice required by Ometria extends the planning window before extraction begins.
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 Ometria object lands in Freshsales, including any object-level transformations, lookup resolution, or schema-design dependencies.
Typical mapping — final map is confirmed during the sample migration step.
Ometria
Contact
Freshsales
Contact or Lead (split by lifecycle stage)
1:manyOmetria Contact profiles map to Freshsales Contact or Lead depending on lifecycle stage. Subscribers and early-stage contacts with no sales interaction map to Freshsales Lead. Customers, evangelists, and sales-engaged profiles map to Freshsales Contact tied to an Account. We preserve the original Ometria lifecycle stage in a custom field ometria_lifecycle_stage__c on both Lead and Contact for audit and reporting continuity. Email address serves as the dedupe key across both objects.
Ometria
Customer Attributes (custom properties)
Freshsales
Custom Fields
1:1Ometria custom properties such as loyalty_tier, favorite_brand, lifetime_value, and acquisition_source map to Freshsales custom fields of equivalent type. Multi-value properties (brand preferences, product interests) map to Freshsales multi-select picklists. We flag any Ometria property with a data type that has no Freshsales equivalent (for example, an array of JSON objects becomes a long-text field or a custom object relationship) and document the transformation in the field-mapping deliverable.
Ometria
Segment
Freshsales
Static List or Dynamic List
lossyOmetria segments are dynamic rule-based groups. We export both the segment definition (the rule logic) and the snapshot membership list. Membership lists migrate as Freshsales Static Lists for immediate use. The segment definition itself is documented in writing as a recommended Freshsales Dynamic List or as a set of Workflow filter criteria that the customer's admin rebuilds in Freshsales. Segment logic referencing deprecated Ometria fields is flagged for manual cleanup.
Ometria
Suppression List
Freshsales
Block List
1:1Ometria suppression lists hold contacts blocked from receiving email for compliance or deliverability reasons. We export the full suppression list and apply it as a Freshsales Block List so that blocked contacts do not receive any Freshsales emails or sequences. Consent records (opt-in timestamp, opt-in source) are migration-critical for GDPR compliance and map to the Freshsales HasOptedOutOfEmail field and related consent custom fields.
Ometria
Order
Freshsales
Custom Object (Order)
1:manyOmetria order records include purchase history, revenue attribution, and order-level attributes. Since Freshsales does not have a native order object, we create a custom Order object with fields for order_id, order_date, total_amount, currency, items_json, and attribution_source. We also create a lookup relationship from Order to the parent Contact and Account so that order history appears in the Contact timeline via a related list. Revenue figures in Ometria may differ from Google Analytics by 15-20% due to different attribution logic; we flag this discrepancy and validate totals against Ometria's native reports rather than external analytics.
Ometria
Event
Freshsales
Task or Custom Object (Event)
lossyOmetria events (order_placed, email_opened, page_viewed, loyalty_redeemed) capture customer behavior across channels. Standard engagement events map to Freshsales Task records with a custom event_type__c field to distinguish between behavior types. High-volume behavioral events (page_viewed, product_viewed) are consolidated into a custom Event History object to avoid creating thousands of individual Task records that would inflate the activity timeline without sales value. Event schema is account-specific in Ometria, so we document the full event taxonomy during scoping and map each event type individually.
Ometria
Lifecycle Program
Freshsales
Workflow (written documentation)
lossyOmetria Lifecycle Programs are multi-step automation journeys with triggers, delays, and conditional branches. These do not migrate as automation code because Freshsales Workflows use a different trigger and action model. We export the full program structure including step sequence, trigger conditions, delay durations, conditional branches, and channel actions. The customer's Freshsales admin receives a written program inventory with recommended Freshsales Workflow equivalents for each program. Lifecycle program status (enrolled, exited, completed) migrates as a custom field on Contact for reporting continuity.
Ometria
Broadcast Campaign
Freshsales
Email Template + Sales Sequence (written documentation)
1:1Ometria broadcast campaign templates and sending history migrate as Freshsales Email Templates with HTML preserved. Campaign sending logs and delivery metrics (opens, clicks, bounces) migrate as a custom Campaign Metrics object linked to the Contact. Broadcast cadence and timing rules are documented in writing for the customer's admin to reconstruct using Freshsales Workflows and Sales Sequences. Ometria's AI-driven audience selection (Architect product) has no Freshsales equivalent; we recommend rebuilding audience selection as Freshsales Dynamic Lists or Freddy AI-based scoring rules.
Ometria
Store
Freshsales
Account or Custom Object (Store)
lossyOmetria stores represent individual retail locations integrated as data sources. Store profiles with location metadata migrate as Freshsales Account records with address and custom store fields, or as a dedicated Store custom object if the customer requires store-level attribution separate from the sales Account. Store-level suppression rules migrate as Account-level Block settings.
Ometria
Coupon and Promotion
Freshsales
Custom Fields on Order
lossyOmetria coupon pools and promotion properties passed in events map to custom fields on the Order custom object. Coupon sync configuration (active coupons, redemption rules) requires replication at the destination via Freshsales custom fields or a third-party promotions integration. We flag coupon configuration for manual rebuild in the migration handoff documentation.
| Ometria | Freshsales | Compatibility | |
|---|---|---|---|
| Contact | Contact or Lead (split by lifecycle stage)1:many | Fully supported | |
| Customer Attributes (custom properties) | Custom Fields1:1 | Mapping required | |
| Segment | Static List or Dynamic Listlossy | Fully supported | |
| Suppression List | Block List1:1 | Fully supported | |
| Order | Custom Object (Order)1:many | Fully supported | |
| Event | Task or Custom Object (Event)lossy | Fully supported | |
| Lifecycle Program | Workflow (written documentation)lossy | Fully supported | |
| Broadcast Campaign | Email Template + Sales Sequence (written documentation)1:1 | Fully supported | |
| Store | Account or Custom Object (Store)lossy | Fully supported | |
| Coupon and Promotion | Custom Fields on Orderlossy | 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.
Ometria gotchas
Six-week technical project notice period
Master template HTML must be transferred manually
Historical event data and scoring models do not auto-migrate
Revenue attribution differs from Google Analytics
Freshsales gotchas
Freddy AI is Pro-tier only despite heavy marketing
Post-migration emails and sequences are disabled
Bot session credits are a one-time 500-session allocation
Phone credits charged per minute with no cap
File storage limits scale with plan tier
Pair-specific challenges
Migration approach
Discovery and Ometria technical project scheduling
We audit the Ometria account across contacts, custom properties, segments, lifecycle programs, broadcast campaigns, events, suppression lists, stores, orders, and coupons. We confirm the six-week technical project notice with the Ometria technical project manager and establish the extraction start date. We document the full event taxonomy, identify any deprecated or deprecated-adjacent fields, and inventory all custom property types for field-type mapping to Freshsales. The discovery output is a written migration scope, a custom object schema design for Freshsales, and the confirmed extraction window.
Freshsales schema design and custom object provisioning
We design the destination schema in Freshsales including custom fields on Contact, Lead, Account, and Deal; a custom Order object with lookup to Contact and Account; and a custom Event History object for high-volume behavioral events. We define the Lead versus Contact split rule based on the Ometria lifecycle stage matrix, configure block lists for suppression data, and set up custom picklist values for loyalty_tier, lifecycle_stage, and other retail properties. Schema is deployed into the customer's Freshsales environment before any data import begins.
Data extraction and cleansing
We extract all Ometria data in structured CSV or JSON format ordered by dependency: suppression lists first, then contacts and companies, then segments and lifecycle status, then order history, then events. We cleanse the extracted data to meet Freshsales field-type constraints (phone format, email validation, picklist alignment). We flag any Ometria-specific values that cannot map directly to Freshsales fields and document the transformation logic. Duplicate detection uses email as the primary dedupe key, with a secondary check on phone number for contacts without email.
Test migration and reconciliation
We run a test migration into a Freshsales sandbox or trial environment using production-like data volume. The customer's Freshsales admin reviews record counts, spot-checks 25-50 random contacts against the Ometria source, and validates that custom fields, block lists, and order history appear correctly. Any field mapping corrections, data-type issues, or schema gaps are resolved in this phase before production migration begins. Freshsales recommends this step explicitly in their data import documentation.
Production migration in dependency order
We run production migration in record-dependency order: Block Lists (suppression data first to prevent re-import of blocked contacts), Contacts and Leads (with lifecycle split applied), Accounts, Deals (with Contact and Account lookups resolved), Order custom object, Event History custom object, and segment membership lists. Each phase emits a row-count reconciliation report before the next phase begins. We use Freshsales CSV import for structured records and the Freshsales API for custom object inserts where CSV does not support the target object type.
Cutover, validation, and lifecycle program handoff
We freeze writes in Ometria during cutover, run a final delta migration of any records modified during the migration window, then enable Freshsales as the system of record. We deliver the lifecycle program inventory document (with recommended Freshsales Workflow equivalents), the broadcast campaign structure document, and the coupon configuration notes to the customer's Freshsales admin. We support a one-week hypercare window for reconciliation issues. We do not rebuild Ometria Lifecycle Programs as Freshsales Workflows or Freshsales Sales Sequences within the migration scope; that is separate admin work documented in the handoff package.
Platform deep dives
Ometria
Source
Strengths
Weaknesses
Freshsales
Destination
Strengths
Weaknesses
Complexity grading
Standard CRM migration. 2 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 Ometria and Freshsales.
Object compatibility
2 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
Ometria: 100 records per request and 60KB per record across the Data API..
Data volume sensitivity
Ometria exposes a bulk API — large-volume migrations stream efficiently.
Estimator
Rule-based pricing — no per-record fees, no manual quotes. Migrations over 2M records are scoped individually.
Step 1
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