CRM migration

Migrate from Alpine IQ to Zoho CRM

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

Alpine IQ logo

Alpine IQ

Source

Zoho CRM

Destination

Zoho CRM logo

Compatibility

64%

7 of 11

objects map 1:1 between Alpine IQ and Zoho CRM.

Complexity

BStandard

Timeline

2-4 weeks

Rollback included Accuracy guarantee Field-level validation

Overview

What this migration involves

Moving from Alpine IQ to Zoho CRM is a migration from a purpose-built regulated-industry loyalty platform to a general-purpose CRM with broad customization. Alpine IQ stores customer PII (phone, email, name, birthdate, address) on Persona records with loyalty balances, audience membership, and attribution parameters attached. Zoho CRM maps these to Contacts with custom fields for loyalty points, tier status, and SMS opt-in. The key structural difference is that Alpine IQ resolves loyalty attribution by exact store-name matching with the connected POS, while Zoho CRM uses a standard Location module that requires explicit configuration. We preserve point balances, opt-in status, and integration source IDs during transfer, but the loyalty program rules (expiration logic, tier thresholds, reward multipliers) are configuration-level settings in Alpine IQ that require manual rebuild in Zoho CRM's Blueprint and workflow tools. Audiences and discount groups migrate as custom multi-select fields or list membership, not as native automation triggers.

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

Alpine IQ logo

Alpine IQ

What's pushing teams away

  • Steep learning curve with a complex, layered interface makes onboarding staff time-consuming and delays realizing value from advanced segmentation and automation features.
  • Reporting tools lack customization and flexibility—dashboards are difficult to parse at a glance and loading times for filtered reports frustrate marketing teams.
  • SMS deliverability and compliance requirements in regulated markets can limit campaign effectiveness, especially as carriers tighten filtering on cannabis-adjacent content.
  • Multi-location store mapping requires exact name matching between Alpine IQ and POS systems, creating friction during rollout and causing sync failures when locations are renamed.
  • Per-store and per-contact pricing model historically inflated costs for growing dispensary chains, prompting operators to evaluate alternatives when expanding across new markets.

Choosing

Zoho CRM logo

Zoho CRM

What's pulling them in

  • Free tier is genuinely usable for up to 3 users with leads, pipeline management, and email tracking — no credit card required, making it easy to evaluate before committing.
  • Pricing undercuts Salesforce by 80–90% at equivalent feature tiers, with Enterprise plans offering capabilities that cost 3–4× more on competing platforms.
  • Deep ecosystem of 45+ integrated apps (Books, Desk, Creator, Campaigns) means companies already in the Zoho suite get native integrations without third-party connectors.
  • Highly customizable: custom modules, custom fields, Canvas drag-and-drop layouts, and Blueprint workflow automation without requiring developer resources.
  • Small-business reviewers highlight real-time team visibility, daily time savings of 60–90 minutes, and the ability to mold the CRM to any industry vertical.

Object mapping

How Alpine IQ objects map to Zoho CRM

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

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

Alpine IQ

Persona

maps to

Zoho CRM

Contact

1:1
Fully supported

Personas are the primary contact object in Alpine IQ containing name, phone, email, birthdate, gender, med ID, and address. We migrate all standard PII fields via Alpine IQ's /api/v2/loyalty POST endpoint. In Zoho CRM, these map to standard Contact fields (First_Name, Last_Name, Email, Phone, Mobile). Custom fields hold loyalty-specific properties. Integration source IDs are preserved in a custom field to maintain the POS attribution trail.

Alpine IQ

Order

maps to

Zoho CRM

Deals

1:1
Fully supported

Alpine IQ Order objects (order ID, status, timestamps, item data, payment, attribution) map to Zoho CRM Deals. The order total maps to Deal Amount. The associated Persona contact links via a Zoho CRM lookup relationship. Order status maps to a Zoho CRM picklist we configure to match the source status values. Attribution parameters (attr) migrate as a custom text field on the Deal.

Alpine IQ

Audience

maps to

Zoho CRM

Zoho CRM List

1:many
Fully supported

Alpine IQ Audiences are segmented contact groups used for campaign targeting. Each contact can belong to multiple audiences with a points multiplier. We map audience membership to Zoho CRM Lists (one List per Alpine IQ Audience) and store the points multiplier as a custom field on the Contact. Multi-audience contacts generate multiple List membership records in Zoho.

Alpine IQ

Loyalty Program (Points and Tiers)

maps to

Zoho CRM

Custom Fields on Contact

lossy
Fully supported

Alpine IQ stores point balances and tier names on the Persona record. We export these as custom fields in Zoho CRM: a numeric custom field for loyalty_points_balance and a text field for loyalty_tier_name. The program rules (point expiration logic, tier thresholds, reward eligibility) are configuration-level settings in Alpine IQ and do not export; these require manual rebuild in Zoho CRM Blueprint or workflow rules.

Alpine IQ

Discount Group

maps to

Zoho CRM

Custom Field on Contact

1:1
Fully supported

Alpine IQ discount groups map to POS discount rules and customer eligibility flags. The Dutchie integration guide shows discount groups as a mapped field in the customer profile. We export discount group membership as a multi-select picklist or comma-separated text custom field on the Zoho CRM Contact, depending on the customer's discount group count.

Alpine IQ

Opt-In Record

maps to

Zoho CRM

Custom Fields on Contact

1:1
Fully supported

Email and SMS opt-in status tracked separately in Alpine IQ via /api/v2/optin endpoints migrates as boolean custom fields on the Zoho CRM Contact. Email opt-in maps to a Zoho CRM checkbox field (Email_Opt_In__c) and SMS opt-in maps to SMS_Opt_In__c. If the customer uses both, we migrate both flags separately.

Alpine IQ

Store/Location Mappings

maps to

Zoho CRM

Locations Module

lossy
Mapping required

Multi-location Alpine IQ accounts map each integration or data source to a specific store location by exact name matching. We extract the full store mapping configuration from the Alpine IQ account and validate that store names align with the Location records created in Zoho CRM. Misaligned store names must be corrected before contact migration begins to preserve loyalty attribution.

Alpine IQ

Attribution Parameters

maps to

Zoho CRM

Custom Field on Deals

1:1
Fully supported

Alpine IQ attr parameters on orders and URLs track campaign attribution. We export attr values from the Order object and populate a custom text field on the Zoho CRM Deal. For URL-level attribution, we document the attr parameter values and recommend a UTM-compatible custom field structure in Zoho CRM for the customer's analytics team to implement post-migration.

Alpine IQ

Flow Events

maps to

Zoho CRM

Custom Fields and Workflow Rules

lossy
Mapping required

Alpine IQ Flows trigger on events like order_created, order_completed, cart_abandoned. We export the event schemas and document the automation logic as a written inventory. Zoho CRM Blueprint and Workflow Rules can replicate the trigger logic, but the Flow automation code does not migrate. The customer's admin rebuilds the automations using the exported event documentation.

Alpine IQ

Custom Contact Properties

maps to

Zoho CRM

Custom Fields on Contact

1:1
Mapping required

Alpine IQ supports custom fields on Persona records set via override endpoints. We export all custom properties alongside standard fields and create matching custom fields in Zoho CRM before migration. Field types are mapped by inspecting the Alpine IQ field definition (text, number, date, boolean, picklist) to the nearest Zoho CRM field type.

Alpine IQ

Integration Source ID

maps to

Zoho CRM

Custom Field on Contact

1:1
Fully supported

Every Alpine IQ contact has a source ID from the POS or ecommerce integration that created it. We preserve all source IDs in a custom field on the Zoho CRM Contact (integration_source_id__c) for audit and POS reconciliation. The /api/v1/piis/:uid/bySrcID endpoint in Alpine IQ allows lookup by source ID, which we document for the customer's integration team.

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.

Alpine IQ logo

Alpine IQ gotchas

Medium

Blocklist contacts excluded from standard API GET

High

Store name matching required for loyalty attribution

Low

Initial integration sync delay up to 24 hours

Medium

Points and tier expiration logic not exported

Zoho CRM logo

Zoho CRM gotchas

High

API access requires Professional tier or above

High

Subform fields do not export cleanly via CSV

Medium

API credit consumption is non-linear

Medium

Export download links expire in 7 days

Medium

Owner (User) assignments require pre-mapped user IDs

Pair-specific challenges

  • Blocklisted contacts silently excluded from API export

    The Alpine IQ Personas API explicitly filters out any blocklisted contacts from standard GET responses. When we export contact lists via the /api/v2/personas endpoint, suppressed contacts are silently omitted. We mitigate this by querying alternative endpoints where available and cross-referencing opt-in status flags on returned records. However, contacts that have been fully suppressed at the API level cannot be retrieved without direct database access that Alpine IQ does not expose. During scoping we confirm whether the customer has a high blocklist volume and advise on the gap in the exported dataset before migration begins.

  • Store name mismatch breaks loyalty attribution

    Alpine IQ resolves customer messaging and favorite-store attribution by matching integration source names to store names in the retail store settings. If a store name in Alpine IQ does not exactly match the location name in the connected POS (Dutchie, Flowhub, Cova), the integration fails and loyalty redemption breaks. We extract the full store mapping configuration from the Alpine IQ account and validate name alignment against the Zoho CRM Location module before initiating contact migration. Any mismatches are flagged for the customer's admin to correct in both systems before the migration runs.

  • Loyalty program rules do not export and require manual rebuild

    Alpine IQ stores point balances and tier status on the contact record, but the rules governing point expiration, tier progression thresholds, and reward eligibility are configuration-level settings. We export all point balances accurately as numeric custom fields and tier names as text custom fields. However, the expiration logic, multiplier rules, and reward structures are not accessible via the API and must be manually reconfigured in Zoho CRM Blueprint or workflow rules. Customers should request a loyalty program export snapshot from Alpine IQ before migration to ensure no reward structures are lost.

  • Zoho CRM field validation and required-field rules can reject imported records

    Zoho CRM enforces field-level validation during import that depends on the customer's org configuration. Required fields (Last_Name, Email), picklist whitelist values, phone number format, and country/state picklist settings can cause record rejection during import. We coordinate with the customer's Zoho CRM admin before migration to temporarily disable or adjust validation rules for the import window, or we pre-configure the target fields to match the source data format. Skipping this step results in partial imports and manual remediation.

  • Push notification IDs and device tokens cannot transfer between platforms

    Alpine IQ stores mobile wallet push notification IDs via /api/v1.1/contact/addPushID. These IDs are platform-specific device tokens (Apple Push Notification service, Google Firebase Cloud Messaging) that are tied to the Alpine IQ mobile app installation and cannot be transferred to a different CRM or app. We export the push ID record for audit purposes but advise the customer's mobile team to implement a new push token registration flow in Zoho CRM or a paired mobile engagement tool post-migration.

Migration approach

Six steps for a successful Alpine IQ to Zoho CRM data migration

  1. Discovery and Alpine IQ API audit

    We audit the source Alpine IQ account via API across store locations, Personas, Orders, Audiences, Loyalty Program configuration, Opt-In records, custom contact properties, and Flow Event schemas. We identify the blocklist volume and flag any contacts excluded from standard export. We extract the full store mapping configuration and run a name-alignment check against the customer's intended Zoho CRM Location structure. The discovery output is a written migration scope, data inventory, and a store name reconciliation checklist for the customer to resolve before migration begins.

  2. Zoho CRM schema design and custom field creation

    We design the destination schema in Zoho CRM. This includes creating custom fields for loyalty_points_balance__c (number), loyalty_tier__c (text), email_opt_in__c (checkbox), sms_opt_in__c (checkbox), med_id__c (text), integration_source_id__c (text), and campaign_attribution__c (text) on the Contact module. We create the Location module records matching the Alpine IQ store names. We configure Deal Stage picklist values to match the Alpine IQ order status matrix. We create Products matching the Alpine IQ product catalog. All schema work is validated in the customer's Zoho CRM sandbox before production migration.

  3. Sandbox migration and reconciliation

    We run a full migration into a Zoho CRM sandbox using production-like data volume. The customer's ops or admin lead reconciles record counts (Personas in, Contacts in, Orders in, Deals in), spot-checks 25-50 records against the Alpine IQ source, and validates loyalty point balances and opt-in flags on migrated contacts. Any field mapping corrections, validation rule adjustments, or custom field type changes happen in this phase. Sign-off from the customer's lead is required before production migration begins.

  4. Blocklist audit and suppressed-contact reconciliation

    We identify all contacts excluded from the standard API export due to blocklist suppression. For each suppressed contact, we document the reason (if surfaced via opt-in endpoint), the contact's opt-in status, and whether the customer wants to include them in the migration as inactive or unsubscribed records in Zoho CRM. This step produces a suppressed-contact manifest that the customer reviews and approves before production migration.

  5. Production migration in dependency order

    We run production migration in record-dependency order: Locations (created first to match store names), Contacts (with custom fields for loyalty and opt-in), Products (with SKU codes), Deals (with Contact_Name lookup resolved, Location lookup resolved, and attribution fields populated). Each phase emits a row-count reconciliation report. Audiences are loaded as Zoho CRM Lists with membership records linked to the migrated Contacts. We use Zoho CRM's Bulk API with chunking and retry logic on rate-limit responses.

  6. Cutover, validation, and automation rebuild handoff

    We freeze Alpine IQ writes during cutover, run a final delta migration of any records modified during the migration window, then enable Zoho CRM as the system of record. We deliver the Flow Event inventory document describing each Alpine IQ automation trigger, its conditions, and the recommended Zoho CRM Blueprint or Workflow Rule equivalent. We do not rebuild Alpine IQ Flows as Zoho CRM automations inside the migration scope. We support a one-week hypercare window to resolve reconciliation issues raised by the customer's team during initial Zoho CRM usage.

Platform deep dives

Context on both ends of the pair

Alpine IQ logo

Alpine IQ

Source

Strengths

  • Purpose-built compliance tooling for regulated industries including cannabis marketing restrictions and SMS carrier rules.
  • Deep bidirectional POS integrations that sync customer records and transaction data without manual reconciliation.
  • Flexible audience segmentation combining purchase frequency, product category, visit recency, and custom behavioral signals.
  • Order attribution tracking with attr parameters enables campaign ROI reporting at the order level.
  • BigQuery integration provides a documented bulk data export path for organizations with data warehouse infrastructure.

Weaknesses

  • Steep learning curve and complex interface delay time-to-value for new users and smaller teams without dedicated ops resources.
  • Reporting and dashboard tooling lacks customization, filtering depth, and suffers from slow load times on large datasets.
  • API rate limits are not publicly documented, creating uncertainty for large-scale migration batch planning.
  • SMS deliverability in cannabis-adjacent markets is constrained by carrier filtering, limiting campaign reach despite opt-in compliance.
  • Blocklist suppression is handled server-side on GET but the full blocklist is not accessible via API, complicating audit completeness.
Zoho CRM logo

Zoho CRM

Destination

Strengths

  • Generous free tier (3 users) with real CRM functionality — no artificial feature restrictions that prevent valid use cases.
  • Per-seat pricing is transparent and predictable; no contact-based billing surprises that inflate monthly invoices.
  • Blueprint visual workflow builder lets sales ops teams automate stage progressions without developer involvement.
  • Canvas drag-and-drop layout editor lets non-technical users customize module views and forms per role.
  • Active development cadence: API v8 is well-documented, supports bulk endpoints, and COQL queries handle complex filtering.

Weaknesses

  • Poor support quality and inconsistent SLA — Enterprise tier requires 50+ user minimum for Priority Phone support.
  • Daily export limits in the UI vary by plan tier, making large dataset extraction slow and planning-dependent.
  • Zia AI features are gated behind $40+/user Enterprise tier, not available to most SMB customers who chose Zoho for cost savings.
  • User-reported occasional UI inconsistencies and performance slowdowns on large datasets with many custom fields.
  • No EU-hosted option limits appeal for GDPR-sensitive companies; some competitors offer data residency guarantees Zoho does not.

Complexity grading

How hard is this migration?

Standard CRM migration. All 8 core objects map 1:1 between Alpine IQ and Zoho CRM.

B

Overall complexity

Standard migration

Derived from compatibility, mapping clarity, API constraints, and data volume across Alpine IQ and Zoho CRM.

  • Object compatibility

    A

    All 8 core objects map 1:1 between Alpine IQ and Zoho CRM.

  • 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

    Alpine IQ: 5 requests per second, 120 per minute, and 2,000 per hour per documented developer guide..

  • Data volume sensitivity

    B

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

Estimator

Estimate your Alpine IQ to Zoho 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 Alpine IQ to Zoho CRM data migrations

Answers to the questions buyers ask most during Alpine IQ to Zoho CRM migration scoping. Not seeing yours? Book a call.

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Most migrations land between two and four weeks for accounts under 15,000 Personas and 10,000 Orders with standard fields and no multi-location store name conflicts. Migrations with multi-location store mapping, high blocklist volumes requiring alternate export paths, large custom property sets, or extensive attribution parameter histories move to six to ten weeks because of store name validation, custom field creation, and opt-in reconciliation.

Adjacent paths

Related migrations to explore

Ready when you are

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