CRM migration

Migrate from Actito to Salesforce Sales Cloud

Field-level mapping, validation, and rollback between Actito and Salesforce Sales Cloud. We move data and schema; workflows are rebuilt natively in Salesforce Sales Cloud.

Actito logo

Actito

Source

Salesforce Sales Cloud

Destination

Salesforce Sales Cloud logo

Compatibility

80%

12 of 15

objects map 1:1 between Actito and Salesforce Sales Cloud.

Complexity

BStandard

Timeline

4-6 weeks

Rollback included Accuracy guarantee Field-level validation

Overview

What this migration involves

Moving from Actito to Salesforce is a data-model translation first, a record migration second. Actito uses a fully customizable Profile table with linked Custom Tables and Entity-based licensing partitions; Salesforce uses a structured object model (Contact, Account, Custom Object) with record types and sharing rules. We inspect Actito's profile attribute definitions and custom table schemas during scoping, map each attribute to a typed Salesforce field or custom field, and preserve GDPR compliance attributes and multi-language preferences as custom properties. Scenario-based automation workflows and multi-channel campaign configurations do not migrate as code; we deliver a written inventory of every active Scenario with its trigger, branching rules, and action steps, and the customer's admin rebuilds them in Salesforce Flow. Push device tokens migrate to Salesforce MobilePush; push campaign history does not, so we flag the cutover date and advise archiving Actito push reports before cutover. Timeline ranges from four to sixteen weeks depending on profile volume, custom table count, engagement history size, and Scenario rebuild scope.

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

Actito logo

Actito

What's pushing teams away

  • Segmentation builder is cumbersome — G2 reviewers consistently flag the segment-building interface as non-streamlined, with multi-step workflows that slow teams down compared to lighter-weight tools like Mailchimp or Brevo.
  • Steep learning curve for non-power users — multiple reviews note the platform is feature-dense and takes time to master, which becomes a problem for teams with high marketer turnover or those who only need surface-level functionality.
  • Pricing is sales-led with no transparent published tiers — buyers comparing Actito against Mailchimp, Brevo, or Customer.io often cite the demo-only pricing path and higher floor as friction during procurement.
  • Integration deployment time — connector configuration and rollout is reported as slow, which pushes teams toward platforms with larger pre-built integration marketplaces (HubSpot, Emarsys) when timelines are tight.
  • Complexity is overkill for small teams — startups and SMBs comparing Actito to Mailchimp or Brevo find the platform's customization depth and entity model unnecessary for simpler email and SMS use cases at a fraction of the cost.

Choosing

Salesforce Sales Cloud logo

Salesforce Sales Cloud

What's pulling them in

  • The AppExchange marketplace with 5,000+ prebuilt apps gives enterprises integrations for nearly every business workflow without custom development.
  • Native Einstein AI for lead scoring, opportunity insights, and predictive forecasting adds intelligence without a separate platform purchase.
  • Territory management, multi-currency support, and advanced forecasting satisfy the needs of complex B2B sales organizations with structured revenue teams.
  • Slack, Tableau, and CPQ are deeply integrated into the core platform, keeping the sales stack unified for teams already in the Salesforce ecosystem.
  • Organizations with a large, established Salesforce implementation choose it because switching costs — integrations, custom code, trained admins — are prohibitive.

Object mapping

How Actito objects map to Salesforce Sales Cloud

Each row shows how a Actito object lands in Salesforce Sales Cloud, including any object-level transformations, lookup resolution, or schema-design dependencies.

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

Actito

Profile

maps to

Salesforce Sales Cloud

Contact

1:1
Fully supported

Actito Profiles are the central record type and map directly to Salesforce Contact. All standard and custom profile attributes migrate to typed Salesforce fields or custom fields. The profile identifier (id) is preserved in a custom field actito_profile_id__c for reconciliation. Reference dates and subscription metadata transfer as related field values.

Actito

Custom Table

maps to

Salesforce Sales Cloud

Custom Object (__c)

1:1
Fully supported

Actito Custom Tables connected to Profiles via relationships map to Salesforce Custom Objects. We inspect the table schema during scoping, map field types to Salesforce equivalents (TEXT becomes Text, NUMBER becomes Number, DATE becomes Date), and pre-create the destination schema including lookup relationships to the parent Contact before data import.

Actito

Entity

maps to

Salesforce Sales Cloud

Account

1:1
Fully supported

Actito Entities partition all resources (data structures, campaigns, scenarios) within a licence and often map to business units or brands. We preserve entity names and assignments as Salesforce Account records with a custom entity_type__c field so that each business unit lands in the correct partition. The primary entity becomes the primary Account; additional entities become child Accounts under a hierarchy.

Actito

Multi-channel Campaign

maps to

Salesforce Sales Cloud

Campaign

1:1
Fully supported

Actito campaigns span email, SMS, push, call center, print, and web channels. Campaign configuration metadata (name, schedule, targeting criteria, content references) migrates to Salesforce Campaign. We flag which channel configurations apply to which Salesforce Campaign type and note that email sender authentication (DKIM, SPF) must be reconfigured on the destination email infrastructure.

Actito

Scenario

maps to

Salesforce Sales Cloud

Flow (documentation only)

lossy
Fully supported

Actito Scenarios are event-triggered automation workflows with branching rules and action steps. We do not migrate Scenarios as executable code because the automation model differs from Salesforce Flow. We deliver a written inventory of every active Scenario including trigger conditions, branching logic, action sequences, and delays, with a recommended Salesforce Flow equivalent for each. The customer's admin or a Salesforce partner rebuilds them post-migration.

Actito

Channel Configuration (Email)

maps to

Salesforce Sales Cloud

Campaign Member Status + Email Configuration

1:1
Fully supported

Actito email channel configuration (sender profile, template, routing) maps to Salesforce Campaign settings and Email Administration. DKIM, SPF, and return-path DNS records must be reconfigured for the Salesforce org's sending domain. We preserve sender reputation settings as documentation for the Salesforce admin to implement.

Actito

Channel Configuration (SMS)

maps to

Salesforce Sales Cloud

Campaign + Custom Object (SMS Log)

1:1
Fully supported

Actito SMS channel configuration migrates as a Salesforce Campaign with SMS-specific custom fields. Actual SMS sending requires an AppExchange SMS product (e.g., Twilio, Peltexx) post-migration; we document the current Actito SMS configuration as a requirements artifact for the integration setup.

Actito

Channel Configuration (Push)

maps to

Salesforce Sales Cloud

Campaign + MobilePush Device Token

1:1
Fully supported

Push channel configurations and device opt-in status migrate to Salesforce MobilePush. Device tokens transfer as a custom MobilePush Token object. Push campaign performance history does not migrate; we flag this for the customer to archive from Actito before cutover.

Actito

Subscription and Preferences

maps to

Salesforce Sales Cloud

Contact Preference Fields

1:1
Fully supported

Profile-level opt-in and preference data migrates as structured custom fields on Contact. Double opt-in status, channel-level consent flags (email, SMS, push), and subscription group memberships transfer to custom fields (consent_email__c, consent_sms__c, consent_push__c, subscription_groups__c) with a consent_timestamp__c date field per channel.

Actito

Goals and Web Tracking

maps to

Salesforce Sales Cloud

Custom Object (Goals) + Event Monitoring

1:1
Mapping required

Actito web tracking goals and behavioural event definitions migrate as configuration records in a Salesforce Custom Object. We map goal names, trigger conditions, and associated profile attributes to the destination's event-tracking equivalents. Actual web tracking requires Salesforce Marketing Cloud or a third-party analytics integration post-migration.

Actito

Targeting Criteria

maps to

Salesforce Sales Cloud

Campaign List (Campaign Member)

1:1
Mapping required

Actito segment-building rules and profile selection criteria map to Salesforce Campaign Member records. Complex criteria using Actito-specific operators (is last month, behavioural triggers) are documented with a recommended Salesforce filter or Report equivalent. Active segments are implemented as Salesforce Campaigns with static or dynamic Campaign Member lists post-migration.

Actito

Export Definition

maps to

Salesforce Sales Cloud

Data Export Documentation

lossy
Fully supported

Actito export job definitions (CSV, Excel, ZIP/GZIP compression) are preserved as documentation. We use Actito's ETL export jobs to extract large datasets during migration rather than looping API calls, then decompress and transform the output for Salesforce Bulk API ingestion.

Actito

Webhook and ETL

maps to

Salesforce Sales Cloud

Integration Documentation

lossy
Fully supported

ETL jobs and webhook subscriptions defined in Actito are documented as job definitions with their trigger conditions and action targets. Since webhook URLs and ETL credentials are destination-specific, we preserve the job structure and flag the endpoints requiring reconfiguration on the Salesforce side (Inbound Change Data Capture, Outbound Messaging, or Platform Events).

Actito

Campaign Interaction Events

maps to

Salesforce Sales Cloud

Not Migrated

1:1
Not supported

Interaction events (opens, clicks, bounces, unsubscribes) are generated by Actito's platform during campaign execution and are not available for programmatic export via the standard API. We do not migrate these records. We advise exporting and archiving Actito campaign reports before cutover so that historical email performance data is preserved in the customer's reporting archive.

Actito

Owner (User)

maps to

Salesforce Sales Cloud

User

1:1
Fully supported

Actito users referenced on Profiles, Custom Tables, and Campaigns resolve by email match against the Salesforce destination org's User table. We allocate API keys across migration phases (profile export, custom table export, scenario export) rather than running parallel record streams, staying within Actito's 5-key licence limit.

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.

Actito logo

Actito gotchas

High

API rate limit of 100 req/min is restrictive for bulk migration

Medium

V4 deprecation overlap requires migration path sequencing

Medium

Push notification migration excludes campaign history

Medium

Maximum 5 API keys per licence constrains parallel migration workers

Low

Excel export row limitation conflicts with large dataset expectations

Salesforce Sales Cloud logo

Salesforce Sales Cloud gotchas

High

Workflow Rules and Process Builder are retired

High

Bulk API batch quota exhaustion during large imports

Medium

Storage overage billing is non-obvious

Medium

Account-Contact many-to-many relationship mapping

Low

Territory and team member import ordering dependencies

Pair-specific challenges

  • Actito API rate limit caps bulk export throughput

    Actito's API enforces 100 calls per minute and a maximum of 5 concurrent requests per licence. For migrations with hundreds of thousands of profiles or multiple linked custom tables, this rate cap significantly extends extraction time. We address this by using Actito's ETL export jobs for volume data rather than looping API calls, chunking exports into small batches with controlled polling intervals, and scheduling large exports during off-peak hours. We recommend requesting a temporary rate-limit increase through Actito support before migration begins. Without this, a migration of 100,000 profiles could take several days of extraction alone.

  • Scenario automations do not migrate to Salesforce Flow

    Actito Scenarios are event-triggered workflows with visual branching logic and action steps that have no direct Salesforce Flow equivalent in structure or execution model. We do not migrate them as executable code. We deliver a written Scenario inventory document that captures every active Scenario including trigger conditions, branching rules, action sequences, delays, and webhook calls, with a recommended Salesforce Flow implementation approach for each. The customer's admin or a Salesforce partner rebuilds them post-migration. This is the most significant functional gap in the migration scope.

  • Push campaign history does not transfer to Salesforce

    When migrating push notification subscribers from Actito into Salesforce MobilePush, device tokens and opt-in status transfer but no historical push campaign data is included. Actito's push campaign performance reports (deliveries, opens, clicks) are platform-generated and not available for programmatic export. We advise exporting and archiving all push campaign reports from Actito before cutover, then migrating only device tokens and subscription metadata. Post-migration reporting in Salesforce MobilePush will reference data from the go-live date forward.

  • Campaign interaction events (opens, clicks, bounces) are not exported

    Actito's campaign interaction logs (opens, clicks, bounces, unsubscribes) are generated by the platform during campaign execution and are not accessible via the standard API. We do not migrate these records. The customer must export and archive Actito campaign reports before cutover to preserve historical email performance data. Post-migration, email engagement tracking begins fresh in Salesforce unless the customer implements Marketing Cloud or a third-party email analytics integration.

  • V4 API deprecation overlap requires endpoint audit

    Actito is transitioning from legacy V4 entity-retrieval operations to a reorganised API reference structure. Deprecated V4 calls still function during the overlap window but will be removed on a scheduled end-of-service date. We inspect which API version each export and integration job uses during discovery, migrate to the replacement endpoint during the cutover plan, and schedule a post-migration validation to confirm all jobs run on the current API version. Any custom integrations pointing at Actito's V4 endpoints must be updated to the current version before cutover.

Migration approach

Six steps for a successful Actito to Salesforce Sales Cloud data migration

  1. Discovery and data audit

    We audit the source Actito environment across entities, profile schemas, custom table definitions and relationships, active scenarios, campaign configurations, channel setups, subscription preference structures, and export job definitions. We identify the API version in use for each data export job and flag any V4 deprecated endpoint references. We also document push device token volumes and campaign interaction report archives to establish what will and will not transfer. The discovery output is a written migration scope with a data inventory, entity-to-account mapping plan, and a recommendation on which data to prioritize for migration versus archival.

  2. Schema pre-creation in Salesforce

    We create the destination Salesforce schema before any data moves. This includes custom fields on Contact for every Actito profile attribute (consent flags, subscription groups, reference dates, GDPR attributes), custom objects for each Actito custom table with lookup relationships to Contact, Account hierarchy for Actito entities, Campaign Record Types matching Actito's channel types, and a Goals__c custom object for web tracking goal definitions. Schema is deployed into a Salesforce Sandbox first for validation before production migration begins.

  3. Sandbox migration and reconciliation

    We run a full migration into a Salesforce Sandbox using production-like data volumes extracted from Actito via ETL export jobs (using CSV with GZIP compression to bypass Excel row limitations). The customer reconciles record counts, spot-checks 25-50 random migrated Contacts against the source Actito profile data, validates custom object relationships, and signs off the schema and field mapping before production migration begins. Mapping corrections happen in sandbox, not in production.

  4. Owner and user provisioning

    We extract every distinct Actito user referenced as an owner on profiles, custom tables, and campaigns and match by email against the Salesforce destination org's User table. Users without a matching Salesforce User are held in a reconciliation queue for the customer's admin to provision. We also allocate Actito API keys across migration phases (profile export, custom table export, scenario documentation) staying within the 5-key licence limit rather than running parallel workers.

  5. Production migration in dependency order

    We run production migration in record-dependency order: Accounts (from Actito entities), Contacts (with AccountId resolved and all profile attributes migrated), Custom Objects (with lookup relationships to Contact), Campaigns (with channel type mapped to Salesforce Campaign Type), Goals__c records, subscription preferences, and push device tokens last. ETL export jobs extract volume data in compressed batches to stay within the 100 calls/min rate limit. Each phase emits a row-count reconciliation report before the next phase begins. The Scenario inventory document is delivered alongside the data migration.

  6. Cutover, validation, and handoff

    We freeze Actito writes during cutover, run a final delta migration of records modified during the migration window, then enable Salesforce as the system of record. We deliver the Scenario rebuild guide, Campaign channel reconfiguration checklist (including DKIM/SPF DNS records), and push notification reconfiguration steps to the customer's admin team. We support a one-week hypercare window for reconciliation issues. We do not rebuild Actito Scenarios as Salesforce Flow inside the migration scope; that is a separate engagement.

Platform deep dives

Context on both ends of the pair

Actito logo

Actito

Source

Strengths

  • Customizable Profile data model allows direct mapping of existing schemas without flattening
  • Multi-channel activation across email, SMS, push, print, web, and call center from a single platform
  • Entity-based licence partitioning enables B2C/B2B co-existence without data cross-contamination
  • GDPR compliance and multi-language capabilities are built-in, not add-ons
  • API supports ETLs, webhooks, and bulk exports with configurable compression

Weaknesses

  • Segmentation builder interface is reported as cumbersome and non-streamlined by G2 users
  • Integration implementation time is slow; connectors take time to configure and deploy
  • API rate limits of 100 calls/min and 5 concurrent requests restrict bulk migration throughput
  • Push migration does not include campaign history, requiring manual record-keeping before cutover
  • Deprecated V4 API operations overlap with newer endpoints, requiring careful migration path planning
Salesforce Sales Cloud logo

Salesforce Sales Cloud

Destination

Strengths

  • Largest enterprise app ecosystem in CRM with 5,000+ AppExchange integrations covering nearly every vertical workflow.
  • Native Einstein AI delivers lead scoring, opportunity insights, and predictive forecasting without a third-party layer.
  • Advanced territory management, multi-currency, and flexible forecasting satisfy complex B2B revenue structures.
  • Deep platform extensibility: Custom Objects, Apex, Flow, and the Metadata API allow full schema customization.
  • Well-documented REST API, Bulk API, and Composite API with published rate limits for programmatic migration.

Weaknesses

  • Pricing model is layered and opaque in practice: per-seat fees plus storage overages, add-on subscriptions, and annual uplifts compound to 30–40% above sticker price.
  • Workflow Rules and Process Builder are deprecated, forcing all orgs onto Salesforce Flow — a migration task that catches many teams by surprise.
  • Steep administrative complexity: meaningful configuration requires a dedicated Salesforce admin or consultant.
  • API rate limits are edition-gated (100k/day base for Enterprise) and easily exhausted by large historical imports without throttling.
  • Data export is exportable via Data Loader but preserving relationship integrity across 30+ objects requires careful ETL sequencing.

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 Actito and Salesforce Sales Cloud.

  • 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

    Actito: 100 requests per minute per licence; 5 concurrent requests maximum; 5 API keys per licence.

  • Data volume sensitivity

    A

    Actito exposes a bulk API — large-volume migrations stream efficiently.

Estimator

Estimate your Actito to Salesforce Sales Cloud 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 Actito to Salesforce Sales Cloud data migrations

Answers to the questions buyers ask most during Actito to Salesforce Sales Cloud migration scoping. Not seeing yours? Book a call.

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Most migrations land between four and six weeks for straightforward cases with under 30,000 profiles, no custom tables, and no scenario rebuild scope. Migrations with multiple custom tables, large engagement histories (over 200,000 records), complex Entity partitioning, or scenario rebuild documentation move to ten to sixteen weeks because of API chunking, ETL job sequencing, custom object schema creation, and the Scenario translation work. Timeline is also affected by how quickly the customer's Salesforce admin provisions users and approves the sandbox reconciliation.

Adjacent paths

Related migrations to explore

Ready when you are

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