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Top 10 Best CRM Marketing Automation Software of 2026

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Top 10 Best CRM Marketing Automation Software of 2026

Compare crm marketing automation software options and marketing automation tools, with fit notes for teams shortlisting Zoho CRM Plus, SharpSpring, or Keap.

19 min readUpdated Editorially scoped research
How we ranked these tools
01Editorial Scope

Vendors set the topic, but our editors set the inclusion criteria and the evaluation framework before research starts.

02Source Research

AI search agents find sources, extract figures with provenance, and aggregate written reviews. They also transcribe video reviews and podcasts.

Read our full methodology →

Framework: Features 40% · Ease 30% · Value 30%

Gitnux may earn a commission through links on this page — this does not influence rankings. Editorial policy

This comparison supports analysts and operators who must connect CRM records to outbound campaigns with consistent data models, schema mapping, and API-driven automation. The decision tradeoff centers on how each platform provisions workflows, permissions, and integrations for lead routing, email orchestration, and reporting without breaking campaign attribution.

Zoho CRM Plus is the best pick for growing teams that want CRM plus marketing automation in one admin framework because it unifies customer records across campaigns, service, analytics, and social history, whereas SharpSpring fits agencies or mid-size teams since its client workspaces and reusable assets keep multi-account campaign automation organized.

Editor’s top 3 picks

Three quick recommendations before you dive into the full comparison below — each one leads on a different dimension.

Editor pick
1

Zoho CRM Plus

Zoho CRM Plus unifies CRM, Campaigns, Desk, SalesIQ, Analytics, and Social around shared customer records and cross-channel engagement history.

Best for: Fits when growing teams need CRM, marketing, service, analytics, and social engagement under one administrative framework.

2

SharpSpring

Editor pick

Agency account management with reusable assets, client workspaces, and branded campaign reporting.

Best for: Fits when agencies or mid-size teams need CRM-linked campaign automation across multiple client accounts.

3

Keap

Editor pick

Keap Campaign Builder links lead capture, appointment scheduling, sales follow-up, invoicing, and payment collection in one visual workflow.

Best for: Fits when small service businesses need automated follow-up connected to appointments, sales pipelines, invoices, and payments.

Comparison Table

1
Zoho CRM PlusBest overall
SMB to enterprise
9.3/10
Overall
2
8.9/10
Overall
3
SMB
8.6/10
Overall
4
8.4/10
Overall
5
8.1/10
Overall
6
7.7/10
Overall
7
enterprise
7.4/10
Overall
8
7.1/10
Overall
9
SMB
6.8/10
Overall
10
6.5/10
Overall
#1

Zoho CRM Plus

SMB to enterprise

Unified CRM, marketing automation, and customer experience suite.

9.3/10
Overall
Features9.3/10
Ease of Use9.3/10
Value9.3/10
Standout feature

Zoho CRM Plus unifies CRM, Campaigns, Desk, SalesIQ, Analytics, and Social around shared customer records and cross-channel engagement history.

CRM marketing automation suites typically combine contact management, campaigns, and service engagement in one workspace. Zoho CRM Plus distinguishes itself through the tight relationship between Zoho CRM, Campaigns, SalesIQ, Desk, Analytics, and Social.

Its journey builder supports email, SMS, web, and social interactions, while workflow rules, lead scoring, segmentation, and campaign reporting cover core lifecycle operations. Administrators also gain custom modules, role controls, audit trails, APIs, and integrations across the wider Zoho application ecosystem.

Pros
  • +Connects CRM, Campaigns, Desk, SalesIQ, Analytics, and Social in one workspace
  • +Supports custom modules, layouts, fields, functions, and workflow rules
  • +Provides journey orchestration across email, SMS, web, and social interactions
  • +Includes audit trails, role controls, APIs, and extensive Zoho integrations
Cons
  • –Cross-product configuration can require substantial administrator training
  • –Advanced reporting often needs careful data modeling and dashboard configuration
  • –Some marketing capabilities depend on separate Zoho applications and connectors
  • –Interface density can slow adoption for teams with simple campaign needs
Use scenarios
  • Revenue operations teams

    Automate lead nurture across channels

    Higher qualified lead conversion

  • B2B marketing teams

    Coordinate campaign engagement with CRM records

    Faster campaign-to-pipeline handoff

Show 2 more scenarios
  • Customer support leaders

    Connect marketing journeys to Desk

    Reduced repeat customer inquiries

    Segmented journeys route responsive leads into service workflows through integrated CRM and Desk modules.

  • Sales teams

    Trigger outreach from website engagement

    More meetings from engaged leads

    SalesIQ captures visitor intent signals and updates CRM so reps act with contextual timing.

Best for: Fits when growing teams need CRM, marketing, service, analytics, and social engagement under one administrative framework.

#2

SharpSpring

SMB

Revenue-driven marketing automation with built-in CRM.

8.9/10
Overall
Features8.9/10
Ease of Use8.9/10
Value8.9/10
Standout feature

Agency account management with reusable assets, client workspaces, and branded campaign reporting.

SharpSpring combines contact management, email automation, landing pages, forms, and sales pipeline tracking in one workspace. Its visual workflow builder supports behavior-based branching, lead scoring, task creation, and sales notifications.

Agency features include client account management, reusable campaign assets, and branded reporting. The interface covers broad campaign needs, but advanced integrations and governance require more configuration than simpler CRM products.

Pros
  • +Visual workflows combine email actions, scoring rules, sales tasks, and behavioral triggers.
  • +Agency-focused account management supports multiple client workspaces and reusable campaign assets.
  • +Native CRM connects contact activity with opportunities, tasks, notes, and pipeline stages.
  • +Dynamic lists update audiences from profile fields, engagement, and lifecycle activity.
Cons
  • –Advanced reporting requires more manual configuration than dedicated analytics products.
  • –The interface can feel dense across CRM, automation, content, and reporting modules.
  • –Some specialized integrations depend on middleware or custom API work.
  • –Workflow governance becomes harder as large automation libraries accumulate.
Use scenarios
  • B2B revenue operations teams

    Automate lead nurturing and scoring

    Faster handoffs to sales

  • Marketing agencies and client teams

    Manage multiple client campaigns

    Consistent client performance reporting

Show 2 more scenarios
  • Inside sales teams

    Track pipeline and notifications

    Quicker response to prospects

    Sync contact events into pipeline views and trigger sales notifications for high-intent activity.

  • Demand generation coordinators

    Capture leads via forms and pages

    Higher lead conversion rates

    Route form submissions from landing pages into automated nurture and follow-up sequences.

Best for: Fits when agencies or mid-size teams need CRM-linked campaign automation across multiple client accounts.

#3

Keap

SMB

CRM and marketing automation for small businesses.

8.6/10
Overall
Features8.6/10
Ease of Use8.6/10
Value8.6/10
Standout feature

Keap Campaign Builder links lead capture, appointment scheduling, sales follow-up, invoicing, and payment collection in one visual workflow.

Keap fits small businesses that need contact management tied directly to quotes, appointments, payments, and follow-up sequences. The visual campaign builder can trigger emails, internal tasks, field updates, and sales actions from contact behavior or pipeline changes. Custom fields, tags, lead-source tracking, and contact records support practical segmentation, while built-in invoicing and payment features connect customer engagement with revenue operations.

The main tradeoff is limited depth for complex enterprise governance, advanced attribution, and large-scale data operations. Keap works well for a consulting firm that captures leads through forms, schedules consultations, sends reminders, creates follow-up tasks, and requests payment from one customer record.

Pros
  • +Visual campaigns connect emails, tasks, appointments, payments, and pipeline changes
  • +Built-in quotes, invoices, payments, and recurring billing reduce system switching
  • +Custom fields, tags, and lead-source tracking support targeted follow-up
  • +Broad integrations extend forms, calendars, accounting, and ecommerce workflows
Cons
  • –Advanced reporting and attribution are less detailed than specialist marketing suites
  • –Complex campaigns require careful branching, naming, and contact-field management
  • –Enterprise identity controls and granular permissions are limited
  • –High-volume data teams may need middleware for specialized synchronization
Use scenarios
  • Consulting and coaching firms

    Automated consultation follow-up

    Faster lead response

  • Home service companies

    Estimate and appointment nurturing

    Fewer missed appointments

Show 2 more scenarios
  • Membership businesses

    Renewal and payment reminders

    More timely renewals

    Keap segments customers by renewal status and sends reminders linked to invoices, payments, and staff tasks.

  • Small ecommerce teams

    Post-purchase customer follow-up

    Higher repeat engagement

    Keap sends purchase follow-ups, tracks customer details, and assigns service tasks through connected ecommerce integrations.

Best for: Fits when small service businesses need automated follow-up connected to appointments, sales pipelines, invoices, and payments.

#4

Brevo

SMB

CRM, email, and marketing automation platform.

8.4/10
Overall
Features8.4/10
Ease of Use8.5/10
Value8.3/10
Standout feature

Brevo’s automation builder connects behavioral events with email, SMS, transactional messages, deals, and sales tasks.

Brevo links contact records with campaigns, deals, tasks, and transactional messages. Automation workflows can react to contact attributes, page visits, email activity, form submissions, and custom events. Send-time controls, segmentation, template testing, consent fields, unsubscribe handling, and bounce management cover common campaign operations.

Pros
  • +Combines email, SMS, chat, transactional messaging, and deals
  • +Visual workflows support event triggers and conditional branches
  • +REST API and webhooks cover custom integration patterns
  • +Built-in forms, landing pages, and appointment scheduling reduce dependencies
Cons
  • –Advanced CRM administration is lighter than enterprise sales suites
  • –Reporting depth varies across channels and campaign types
  • –Complex workflows require careful event and contact-field design
  • –Native integration coverage is narrower for specialized business systems
Use scenarios
  • Ecommerce marketing teams

    Abandoned-cart and post-purchase journeys

    More consistent customer follow-up

  • Small sales teams

    Lead capture and qualification

    Faster lead handoffs

Show 2 more scenarios
  • Product-led SaaS teams

    Behavior-triggered onboarding messages

    More relevant product communication

    API events can trigger onboarding sequences based on activation milestones, usage patterns, or account attributes.

  • Service businesses

    Appointment reminders and follow-up

    Fewer missed appointments

    Scheduling, email, SMS, and contact history support reminders before appointments and follow-up after completion.

Best for: Fits when teams need multichannel campaigns, transactional messaging, and lightweight sales management in one workspace.

#5

Pipedrive Campaigns

SMB

Email campaign automation built into Pipedrive CRM.

8.1/10
Overall
Features8.1/10
Ease of Use8.0/10
Value8.2/10
Standout feature

Deal-linked email campaigns keep marketing activity close to Pipedrive’s sales pipeline and contact records.

Small sales teams that already manage contacts and deals in Pipedrive can add Campaigns without adopting a separate marketing database. Pipedrive Campaigns combines email templates, audience filtering, scheduling, and engagement reporting with CRM contact and deal records.

Pros
  • +CRM contacts and deal context remain available during campaign creation
  • +Drag-and-drop email editor supports reusable templates and layouts
  • +Audience filters can target contact fields and subscription status
  • +Engagement reports show opens, clicks, and delivery outcomes
Cons
  • –Advanced multichannel journeys are not included
  • –Behavior-based branching and lead scoring coverage is limited
  • –Marketing attribution does not match dedicated enterprise suites
  • –Consent and subscription controls require careful list administration

Best for: Fits when Pipedrive sales teams need simple email campaigns connected to existing contact and deal records.

#6

monday.com

SMB

Work OS with CRM and marketing automation capabilities.

7.7/10
Overall
Features7.7/10
Ease of Use7.7/10
Value7.7/10
Standout feature

Connected boards combine visual CRM records with campaign tasks, ownership rules, and cross-team operational workflows.

monday.com fits teams that want CRM records and campaign work managed in the same visual workspace. Boards can represent contacts, accounts, deals, or campaign tasks, while connected boards relate operational records across workflows. Automations can trigger reminders, ownership changes, notifications, and record updates from field changes or dates.

Pros
  • +Highly configurable boards accommodate contacts, accounts, deals, and campaign operations
  • +Visual automation recipes handle ownership changes, reminders, and status updates
  • +Connected boards link sales records with marketing and delivery workflows
  • +Dashboards provide customizable pipeline and activity views
Cons
  • –Dedicated email journey features are less specialized than marketing automation suites
  • –Complex workspaces require consistent governance and board architecture
  • –Advanced lead scoring is not a central native capability
  • –Reporting depends on careful column design and connected data
Use scenarios
  • Small revenue teams

    Coordinate lead handoffs

    Clearer lead ownership

  • Campaign operations teams

    Manage launch workflows

    Fewer missed deliverables

Show 1 more scenario
  • Growing sales teams

    Track pipeline activity

    More consistent follow-up

    Deal boards organize stages, contacts, activities, next steps, and automated reminders for representatives.

Best for: Fits when sales and marketing teams need configurable CRM workflows beside campaign operations.

#7

Marketo Engage

enterprise

Adobe's enterprise marketing automation and lead management platform.

7.4/10
Overall
Features7.4/10
Ease of Use7.4/10
Value7.4/10
Standout feature

Smart Campaigns combine behavioral triggers, qualification filters, scheduled flows, and CRM actions inside reusable automation programs.

CRM marketing automation platforms commonly cover email campaigns, lead scoring, and sales handoffs. Marketo Engage distinguishes itself with deep campaign orchestration, extensive program templates, and granular operational controls for complex B2B demand generation.

Pros
  • +Smart Campaigns support detailed trigger-and-filter logic for event-driven marketing actions.
  • +Engagement Programs manage long-running nurture streams with cadence, exhaustion, and transition rules.
  • +Program and channel templates standardize campaign structures across regions and business units.
  • +REST and SOAP APIs support integrations with CRM, data, and operational systems.
Cons
  • –Campaign configuration becomes difficult to govern across large workspaces and distributed teams.
  • –Native page and email design workflows feel less accessible than visual-first competitors.
  • –Attribution reporting requires careful program, channel, and success-stage configuration.
  • –Real-time personalization and multichannel execution often depend on adjacent Adobe products.

Best for: Fits when B2B marketing operations teams need governed nurture automation and detailed CRM-connected campaign logic.

#8

Mailchimp

SMB

Email marketing and basic CRM for small businesses.

7.1/10
Overall
Features7.1/10
Ease of Use7.2/10
Value7.0/10
Standout feature

Customer Journey Builder combines email, SMS, behavioral rules, and ecommerce events in a visual workflow.

Mailchimp manages email campaigns, audience records, forms, landing pages, and automated customer journeys from one interface. Its campaign builder supports templates, segmentation, scheduling, A/B testing, and engagement reporting.

Pros
  • +Accessible campaign editor with reusable email templates
  • +Automated journeys support branching customer follow-up
  • +Broad marketplace covers ecommerce and website integrations
  • +Engagement reports include opens, clicks, and campaign comparisons
Cons
  • –Contact model lacks native opportunity and account relationships
  • –Advanced journey logic requires higher-tier access
  • –Limited role controls for complex marketing departments
  • –SMS and transactional messaging depend on separate products or configurations

Best for: Fits when small marketing teams need accessible email automation with ecommerce and website integrations.

#9

Drip

SMB

E-commerce CRM and marketing automation platform.

6.8/10
Overall
Features6.8/10
Ease of Use6.8/10
Value6.8/10
Standout feature

Revenue attribution connects individual campaigns with orders, products, and customer purchase history.

Drip differentiates itself through ecommerce-focused customer data and revenue reporting built around stores, products, and purchase activity. Its visual workflows support email sequences, broadcasts, segmentation, split testing, and event-triggered campaigns.

Pros
  • +Ecommerce events connect purchases, product views, and abandoned carts to campaign workflows
  • +Visual workflow builder supports branching logic, delays, splits, and reusable actions
  • +Revenue attribution links campaigns to orders and customer purchase behavior
  • +Shopify, WooCommerce, Magento, and BigCommerce integrations reduce implementation work
Cons
  • –Sales pipeline management is limited compared with dedicated CRM suites
  • –Advanced permissions and administrative governance are less extensive than enterprise platforms
  • –Reporting centers on ecommerce revenue rather than broad multi-touch attribution
  • –Large contact databases can require careful segmentation and workflow organization

Best for: Fits when ecommerce teams need purchase-based email automation tied directly to store activity.

#10

Klaviyo

SMB

Marketing automation and CRM for e-commerce brands.

6.5/10
Overall
Features6.5/10
Ease of Use6.5/10
Value6.5/10
Standout feature

Klaviyo Flow Builder combines real-time commerce events, profile properties, catalog data, and channel actions in one visual workflow.

Klaviyo fits ecommerce teams that need customer data, behavioral events, and campaigns managed from one workspace. Its data model connects profiles with purchases, browsing activity, catalog items, and consent states.

Pros
  • +Unified profiles combine purchases, browsing behavior, consent, and custom properties.
  • +Flow Builder supports event triggers, conditional splits, delays, and channel actions.
  • +Deep ecommerce integrations synchronize catalogs, orders, customers, and product activity.
  • +Revenue attribution connects campaigns and automated flows with tracked purchase events.
Cons
  • –Advanced segmentation can require careful event naming and property governance.
  • –CRM functionality centers on marketing profiles rather than full sales pipeline management.
  • –Reporting depth depends on clean tracking implementation and consistent source data.
  • –SMS and push workflows require additional channel configuration beyond email campaigns.

Best for: Fits when ecommerce teams need behavioral targeting and automated retention campaigns tied to purchase data.

Conclusion

After evaluating 10 crm marketing automation software, Zoho CRM Plus stands out as our overall top pick — it scored highest across our combined criteria of features, ease of use, and value, which is why it sits at #1 in the rankings above.

Our Top Pick
Zoho CRM Plus

Use the comparison table and detailed reviews above to validate the fit against your own requirements before committing to a tool.

Frequently Asked Questions About Crm Marketing Automation Software

How do CRM and marketing automation tools connect contact records to campaigns across channels?
Brevo links contact records with campaigns, deals, tasks, and transactional messages, so workflows can react to page visits, form submissions, and custom events. Klaviyo ties profiles to purchases, browsing activity, and catalog items, which keeps retention and lifecycle automations aligned to commerce behavior. Zoho CRM Plus connects CRM, Campaigns, SalesIQ, Desk, and Analytics to the shared Zoho customer record for cross-channel engagement history.
What integration and API patterns matter most when syncing events from web, stores, and internal apps?
Drip focuses on ecommerce store activity via integrations like Shopify and WooCommerce, and it uses API and webhooks for event ingestion. Klaviyo supports a public API for ingesting behavioral events and custom properties, which helps when events originate outside the commerce platform. Marketo Engage uses CRM-connected forms, landing pages, and segmentation to coordinate campaign orchestration with system-of-record data.
Which tools handle data model mapping and schema changes without breaking existing automations?
Zoho CRM Plus supports custom modules and configurable role controls, which helps teams extend the data model while keeping lifecycle workflows tied to stable fields. Brevo exposes custom events and consent fields that can map to automation triggers, but advanced governance and reporting are narrower than enterprise CRM suites. monday.com requires more deliberate board design, naming conventions, and permission management, so changes to record structure can affect downstream automations if the workflow logic depends on specific fields.
How do organizations prevent unsafe access in a marketing automation environment?
Zoho CRM Plus provides role controls and audit trails across its integrated apps, which supports admin governance for automation configuration. monday.com relies on permission management on boards, so restricting access to CRM and campaign boards limits who can update record fields that trigger automations. SharpSpring supports client workspaces and branded reporting, which can separate agency operations across accounts if RBAC is configured carefully.
What data migration steps usually cause issues when switching from spreadsheets or separate CRMs?
Keap centers records around contact follow-up linked to quotes, appointments, and payments, so migrating data often fails when historical pipeline stages and appointment metadata are missing or mis-mapped. Pipedrive Campaigns keeps campaign activity attached to Pipedrive contacts and deals, so migrations must preserve identifiers and deal linkage to avoid orphaned email audiences. Klaviyo migrations often require mapping purchase and browsing events into the profile data model so flows can maintain revenue attribution.
How should teams handle consent, unsubscribe, and bounce behavior in automation workflows?
Brevo includes consent fields, unsubscribe handling, and bounce management that affect campaign send logic inside automation workflows. Klaviyo manages consent states tied to profiles so segmentation and flows can respect opt-in status when events update customer properties. Mailchimp supports audience records, forms, and journey automation rules, so consent and subscription state need to be consistent across imported audiences and connected forms.
What workflow differences matter when building email sequences versus full lifecycle journeys?
Mailchimp includes a Journey Builder that coordinates email, SMS, behavioral rules, and ecommerce events, which helps when lifecycle logic spans multiple steps. Marketo Engage uses Engagement Programs to manage nurture streams across lifecycle stages and Smart Campaigns to apply qualification filters and scheduled flows. Klaviyo Flow Builder combines real-time commerce events with channel actions, so event triggers can update profile properties and branch flows quickly.
How do campaign-to-pipeline handoffs differ between marketing automation suites and CRM-first tools?
Marketo Engage is designed for B2B demand generation with CRM synchronization, landing pages, segmentation, and revenue reporting tied to campaign logic and sales handoffs. Pipedrive Campaigns keeps messaging close to sales pipeline context by linking deal-linked email campaigns to existing contact and deal records. SharpSpring adds sales pipeline tracking and task creation inside its workflow builder, which supports handoffs when lead routing must also update sales activity.
What platform constraints affect throughput and operational stability for automation-heavy teams?
Brevo can connect many behavioral triggers to multichannel sends, but advanced CRM administration and reporting are less extensive than specialized enterprise systems, which can limit operational visibility at scale. Marketo Engage can handle complex orchestration with granular operational controls, which suits high-logic programs but increases the need for careful configuration management. monday.com can trigger record updates and notifications from field changes across connected boards, but throughput depends on board design and permission configuration that governs who and what can update workflow-driving fields.

Tools reviewed

Primary sources checked during evaluation.

Referenced in the comparison table and product reviews above.

How to Choose the Right Crm Marketing Automation Software

We separate options by how well your CRM and marketing automation share the same records and behave the same way across channels. Look closely at integration depth, automation and API surface, and admin and governance controls so automation outputs land in the right CRM fields, with the right permissions and audit trail.

CRM-touchpoint data synchronization

Why it matters

This label matters because marketing automation only performs well when CRM fields stay consistent. When contact, lead, and account data sync reliably, campaigns, scoring, and sales follow-ups don’t fight each other.

How to check

In a demo, map one lead from a form into the CRM and confirm where it updates (owner, lifecycle stage, source). Then trigger the same lead through an email campaign and check whether the CRM reflects status changes and timestamps as configured.

Automation workflows and trigger options

Why it matters

This label matters because you need automation that matches how your team actually works. Rich triggers and branching reduce manual handoffs and keep nurture logic aligned with CRM events.

How to check

Ask for a live build using at least two triggers (for example, form submit and CRM stage change) and one action (for example, update a CRM field and send a targeted email). Verify you can test a single contact without affecting the whole audience, then view the workflow run history.

API coverage for CRM and marketing objects

Why it matters

This label matters because integrations often start on day one and evolve later. Clear API access lets you connect data, automate enrichment, and keep logic maintainable without brittle workarounds.

How to check

On the demo, ask what API endpoints cover for contacts/leads, campaigns, events, and activity logs. Request a sample request/response for reading and writing one record and for fetching automation results tied to that record.

Consistent fields across modules

Why it matters

This label matters because inconsistent fields create duplicate source-of-truth and reporting gaps. When both marketing and CRM use the same schema concepts, segmentation and pipeline reporting stay trustworthy.

How to check

Review how the system handles custom fields: can you add one field and have it appear in segmentation rules, CRM views, and automation conditions? Then create a segment that depends on a custom field and confirm the same field value drives a workflow action.

RBAC roles with audit log visibility

Why it matters

This label matters because multiple teams touch CRM and automation. RBAC and an audit log help you control who can change journeys and prove what changed and when.

How to check

Ask to see role options for marketing vs sales and whether they can edit workflows, send emails, or modify CRM fields. Then run a small change (like changing a workflow step) and confirm the audit log records the actor and the affected object.

Provisioning and sandbox for configuration

Why it matters

This label matters because teams need safe iteration of journeys and mappings. Sandboxes and controlled configuration reduce mistakes that would otherwise hit real customers or disrupt sales operations.

How to check

In the demo, request a way to preview changes to a workflow or mapping and move those changes into production. Check whether you can restrict what environments can write to (for example, separate test audiences) and whether rollback is possible.

Red flags

  • Campaign actions don’t reflect back into CRM fields reliably
  • Workflow history shows results but not the inputs and decisions
  • Role permissions can’t separate who changes journeys vs who only runs them

Fit by situation

  • If you rely on lead forms and want lifecycle stages to update automatically, prioritize CRM-touchpoint data synchronization.
  • If your marketing uses event-based journeys, prioritize Automation workflows and trigger options.
  • If engineering builds custom syncs and reads/writes automation outcomes, prioritize API coverage for CRM and marketing objects.
Commissioned Research

Funding and competing interests

This study was co-funded by several of the vendors assessed in it. No single vendor funded it. Funders could propose the market studied.

They had no role in selecting vendors, setting or weighting criteria, analysing data or drawing conclusions, and they received the same factual-accuracy check as every other vendor assessed.

Market definition, inclusion rules and criteria weights were fixed by an editor before research began and did not change afterwards. Editorial process →

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