US PRODUCT RESEARCH

Customer.io

Data-driven messaging with event-based journeys, customer/object profiles, APIs, native channels and a credit-based AI agent.

Checked Oct 15, 2026 · 11 official sources · Desk research

Email marketing Marketing automation WhatsApp Business

A GOOD FIT WHEN

Product-led teams with reliable event data and developers available for initial integration.

People and business objects in the journey model
Visual cross-channel workflows and webhooks
AI execution skills and LLM workflow actions

LOOK MORE CLOSELY WHEN

You want a simple newsletter bill unaffected by profile counts, objects or data design.

People and objects both count toward billed profiles
Profile and email overages are separate
Premium onboarding, integrations and governance cost more

CATEGORY-SPECIFIC EVIDENCE

Capabilities, controls and depth.

Scores combine core capabilities and workflow depth. Full support earns full points; limited support earns half. Unverified features create a range, and paid-plan requirements are shown in the evidence. How scoring works →

Email marketing · 28 features

38–100/100 documented fit

Core capabilities28–32 / 32 pts9/10 checks with established status

Workflow depth9.6–68 / 68 pts2/18 checks with established status

Show checksShowing fewer rows does not change the score.

Email marketing · 28 weighted capability checks
Feature / weight	Support, evidence & points
Core capabilityEmail editor and templatesBuild an email using a visual editor or reusable templates. 4 points maximum	Supported4 / 4 pts Editors, profiles, workflows and data interfaces. Official documentation · Oct 15, 2026Source
Core capabilityPersonalized email contentInsert contact or customer data into email content. 4 points maximum	Supported4 / 4 pts Editors, profiles, workflows and data interfaces. Official documentation · Oct 15, 2026Source
Depth checkPreview real recipient contentPreview or test personalized content with a selected recipient before release. 5.6 points maximum Ask for a demonstration Show a test contact with missing and populated fields and inspect the resulting email. A scenario to run with the supplier; not a completed product test.	Not verified0–5.6 / 5.6 pts This specific workflow has not been established by the reviewed evidence. Not verified · Oct 15, 2026Source
Depth checkControlled email experimentsSplit a campaign audience between content or subject variants and inspect each result. 6.4 points maximum Ask for a demonstration Create a two-variant test and show how recipients and the winning result are determined. A scenario to run with the supplier; not a completed product test.	Not verified0–6.4 / 6.4 pts This specific workflow has not been established by the reviewed evidence. Not verified · Oct 15, 2026Source
Core capabilityBehavior and attribute filtersSelect contacts using engagement, profile or purchase conditions. 4 points maximum	Supported4 / 4 pts Editors, profiles, workflows and data interfaces. Official documentation · Oct 15, 2026Source
Core capabilityAutomatically updated audiencesKeep saved audiences current as contact behavior or attributes change. 4 points maximum	Not verified0–4 / 4 pts Not established in reviewed evidence; request this specific demonstration. Not verified · Oct 15, 2026Source
Depth checkTime-bounded behavioral exclusionsMaintain an audience combining a recent engagement window with a purchase exclusion. 5.6 points maximum Ask for a demonstration Build clicked-in-30-days AND not-purchased, then show how membership changes after purchase. A scenario to run with the supplier; not a completed product test.	Not verified0–5.6 / 5.6 pts This specific workflow has not been established by the reviewed evidence. Not verified · Oct 15, 2026Source
Depth checkCross-campaign contact pressurePrevent overlapping email campaigns or journeys from repeatedly contacting the same person within a configured window. 6.4 points maximum Ask for a demonstration Schedule two eligible messages close together and show the rule that suppresses or delays the second. A scenario to run with the supplier; not a completed product test.	Not verified0–6.4 / 6.4 pts This specific workflow has not been established by the reviewed evidence. Not verified · Oct 15, 2026Source
Core capabilityEvent-triggered emailStart a welcome or follow-up email from a contact event. 3.2 points maximum	Supported3.2 / 3.2 pts Editors, profiles, workflows and data interfaces. Official documentation · Oct 15, 2026Source
Core capabilityDelays and conditional journey pathsWait between steps and choose a path using a condition. 3.2 points maximum	Supported3.2 / 3.2 pts Workflow operations include waits, branches and conditional reevaluation. Official documentation · Oct 15, 2026Source
Depth checkRecheck conversion before follow-upRecheck purchase or conversion eligibility after a delay so converted customers avoid an irrelevant follow-up. 4.8 points maximum Ask for a demonstration Let a test contact purchase during a delay and show which next message is skipped. A scenario to run with the supplier; not a completed product test.	Supported4.8 / 4.8 pts Campaign exit rules can stop journeys on conversion or filter mismatch. Official documentation · Oct 15, 2026Source
Depth checkInspect individual journey progressInspect a contact’s current or completed steps and the reason for a skipped or waiting email. 4.8 points maximum Ask for a demonstration Open one test participant and explain the wait, branch, or skip shown in its history. A scenario to run with the supplier; not a completed product test.	Supported4.8 / 4.8 pts Individual journeys show steps, deliveries and exit reasons. Official documentation · Oct 15, 2026Source
Core capabilityCampaign engagement reportingInspect delivery and recipient engagement in campaign reports. 2.4 points maximum	Supported2.4 / 2.4 pts Analysis reports compare delivery and engagement across messages. Official documentation · Oct 15, 2026Source
Core capabilityReporting export or data APIRetrieve campaign or contact results outside the reporting screen. 2.4 points maximum	Supported2.4 / 2.4 pts App API retrieves automation click metrics. Official documentation · Oct 15, 2026Source
Depth checkPortable recipient-level resultsExport or query delivery and engagement records linked to identifiable contacts for external analysis. 3.2 points maximum Ask for a demonstration Retrieve campaign results for individual contacts and show the contact identifiers in the export or API. A scenario to run with the supplier; not a completed product test.	Not verified0–3.2 / 3.2 pts This specific workflow has not been established by the reviewed evidence. Not verified · Oct 15, 2026Source
Depth checkExplainable conversion attributionInspect and adjust the attribution window or engagement rule used to assign conversions to email. 4 points maximum Ask for a demonstration Change a conversion lookback or qualifying interaction and explain what reported revenue includes. A scenario to run with the supplier; not a completed product test.	Not verified0–4 / 4 pts This specific workflow has not been established by the reviewed evidence. Not verified · Oct 15, 2026Source
Core capabilityAI email creationGenerate or revise email content or design with AI. 2.4 points maximum	Supported2.4 / 2.4 pts AI styles, translation and execution skills; agent is beta. Official documentation · Oct 15, 2026Source
Core capabilityAI analysis or send optimizationUse campaign data for AI insights, recommendations or send timing. 2.4 points maximum	Supported2.4 / 2.4 pts Send optimization, content analysis and agent execution. Official documentation · Oct 15, 2026Source
Depth checkAI analysis grounded in account dataAsk AI to analyze actual campaign or audience data rather than generate an ungrounded general suggestion. 3.2 points maximum Ask for a demonstration Ask about a named campaign’s weak segment and inspect the underlying figures used. A scenario to run with the supplier; not a completed product test.	Not verified0–3.2 / 3.2 pts This specific workflow has not been established by the reviewed evidence. Not verified · Oct 15, 2026Source
Depth checkReview before AI publicationKeep AI-generated or AI-edited campaign changes subject to an explicit review or confirmation before publishing or sending. 4 points maximum Ask for a demonstration Ask the AI to change and send an email, and show the confirmation or draft boundary before release. A scenario to run with the supplier; not a completed product test.	Not verified0–4 / 4 pts This specific workflow has not been established by the reviewed evidence. Not verified · Oct 15, 2026Source
Depth checkRead campaign reports through an MCP AI connectorDemonstrate "Read campaign reports through an MCP AI connector" with test data. Show the result, an exception case, and the required plan. 2.5 points maximum Ask for a demonstration Demonstrate "Read campaign reports through an MCP AI connector" with test data. Show the result, an exception case, and the required plan. A scenario to run with the supplier; not a completed product test.	Not verified0–2.5 / 2.5 pts This specific check has not been verified. Missing evidence does not mean the capability is absent. Ask for a demonstration in the proposed plan. Not verified · Oct 21, 2026Source
Depth checkRender previews in multiple email clientsDemonstrate "Render previews in multiple email clients" with test data. Show the result, an exception case, and the required plan. 2.5 points maximum Ask for a demonstration Demonstrate "Render previews in multiple email clients" with test data. Show the result, an exception case, and the required plan. A scenario to run with the supplier; not a completed product test.	Not verified0–2.5 / 2.5 pts This specific check has not been verified. Missing evidence does not mean the capability is absent. Ask for a demonstration in the proposed plan. Not verified · Oct 21, 2026Source
Depth checkCheck broken links before sendingInsert one valid link and one broken link in a draft. Run the checker and show which link types it cannot check. 2.5 points maximum Ask for a demonstration Insert one valid link and one broken link in a draft. Run the checker and show which link types it cannot check. A scenario to run with the supplier; not a completed product test.	Not verified0–2.5 / 2.5 pts This specific check has not been verified. Missing evidence does not mean the capability is absent. Ask for a demonstration in the proposed plan. Not verified · Oct 21, 2026Source
Depth checkRun a pre-send spam-content checkDemonstrate "Run a pre-send spam-content check" with test data. Show the result, an exception case, and the required plan. 2.5 points maximum Ask for a demonstration Demonstrate "Run a pre-send spam-content check" with test data. Show the result, an exception case, and the required plan. A scenario to run with the supplier; not a completed product test.	Not verified0–2.5 / 2.5 pts This specific check has not been verified. Missing evidence does not mean the capability is absent. Ask for a demonstration in the proposed plan. Not verified · Oct 21, 2026Source
Depth checkPreview email in dark modeDemonstrate "Preview email in dark mode" with test data. Show the result, an exception case, and the required plan. 2.5 points maximum Ask for a demonstration Demonstrate "Preview email in dark mode" with test data. Show the result, an exception case, and the required plan. A scenario to run with the supplier; not a completed product test.	Not verified0–2.5 / 2.5 pts This specific check has not been verified. Missing evidence does not mean the capability is absent. Ask for a demonstration in the proposed plan. Not verified · Oct 21, 2026Source
Depth checkEdit the plain-text email alternativeDemonstrate "Edit the plain-text email alternative" with test data. Show the result, an exception case, and the required plan. 2.5 points maximum Ask for a demonstration Demonstrate "Edit the plain-text email alternative" with test data. Show the result, an exception case, and the required plan. A scenario to run with the supplier; not a completed product test.	Not verified0–2.5 / 2.5 pts This specific check has not been verified. Missing evidence does not mean the capability is absent. Ask for a demonstration in the proposed plan. Not verified · Oct 21, 2026Source
Depth checkSet alternative text for email imagesDemonstrate "Set alternative text for email images" with test data. Show the result, an exception case, and the required plan. 2.5 points maximum Ask for a demonstration Demonstrate "Set alternative text for email images" with test data. Show the result, an exception case, and the required plan. A scenario to run with the supplier; not a completed product test.	Not verified0–2.5 / 2.5 pts This specific check has not been verified. Missing evidence does not mean the capability is absent. Ask for a demonstration in the proposed plan. Not verified · Oct 21, 2026Source
Depth checkAutomatically append campaign UTM parametersDemonstrate "Automatically append campaign UTM parameters" with test data. Show the result, an exception case, and the required plan. 2.5 points maximum Ask for a demonstration Demonstrate "Automatically append campaign UTM parameters" with test data. Show the result, an exception case, and the required plan. A scenario to run with the supplier; not a completed product test.	Not verified0–2.5 / 2.5 pts This specific check has not been verified. Missing evidence does not mean the capability is absent. Ask for a demonstration in the proposed plan. Not verified · Oct 21, 2026Source

Compare in Email marketing →

Marketing automation · 28 features

40–100/100 documented fit

Core capabilities24–32 / 32 pts8/10 checks with established status

Workflow depth16.1–68 / 68 pts4/18 checks with established status

Show checksShowing fewer rows does not change the score.

Marketing automation · 28 weighted capability checks
Feature / weight	Support, evidence & points
Core capabilityEvent-triggered workflowsStart an automation from a subscriber, website or business event. 4 points maximum	Supported4 / 4 pts Editors, profiles, workflows and data interfaces. Official documentation · Oct 15, 2026Source
Core capabilityConditional paths and delaysUse conditions and waiting steps to control customer journeys. 4 points maximum	Supported4 / 4 pts Workflow operations include waits, branches and conditional reevaluation. Official documentation · Oct 15, 2026Source
Depth checkConversion exits and re-entry controlConfigure when a participant exits a journey and whether the same contact may enter again. 5.6 points maximum Ask for a demonstration Run a converting contact through a journey, then show the repeat-entry setting. A scenario to run with the supplier; not a completed product test.	Not verified0–5.6 / 5.6 pts This specific workflow has not been established by the reviewed evidence. Not verified · Oct 15, 2026Source
Depth checkParticipant-level workflow diagnosisInspect a participant’s path and the reason it waits, exits, or takes a branch. 6.4 points maximum Ask for a demonstration Trace a test participant through a delay and a condition without guessing from aggregate counts. A scenario to run with the supplier; not a completed product test.	Supported6.4 / 6.4 pts Individual journeys show steps, deliveries and exit reasons. Official documentation · Oct 15, 2026Source
Core capabilityEngagement eventsUse opens, clicks or website activity as workflow inputs. 4 points maximum	Not verified0–4 / 4 pts Not established in reviewed evidence; request this specific demonstration. Not verified · Oct 15, 2026Source
Core capabilityPurchase and order eventsUse connected order or purchase information in automation. 4 points maximum	Not verified0–4 / 4 pts Not established in reviewed evidence; request this specific demonstration. Not verified · Oct 15, 2026Source
Depth checkCustom-event property targetingUse properties of a custom business event to choose a workflow path or personalize its action. 5.6 points maximum Ask for a demonstration Send a custom event with value and product fields, then branch on one of those fields. A scenario to run with the supplier; not a completed product test.	Not verified0–5.6 / 5.6 pts This specific workflow has not been established by the reviewed evidence. Not verified · Oct 15, 2026Source
Depth checkEvent ingestion validation or deduplicationDetect rejected event payloads or prevent repeated ingestion of the same business event. 6.4 points maximum Ask for a demonstration Submit an invalid or duplicate event and show its diagnostic or duplicate-handling result. A scenario to run with the supplier; not a completed product test.	Not verified0–6.4 / 6.4 pts This specific workflow has not been established by the reviewed evidence. Not verified · Oct 15, 2026Source
Core capabilityEmail journey stepsSend email as part of a customer journey. 3.2 points maximum	Supported3.2 / 3.2 pts Editors, profiles, workflows and data interfaces. Official documentation · Oct 15, 2026Source
Core capabilitySMS, push or messaging stepsUse a second direct messaging channel within the automation platform. 3.2 points maximum	Supported3.2 / 3.2 pts Editors, profiles, workflows and data interfaces. Official documentation · Oct 15, 2026Source
Depth checkCoordinated contact pressureApply a shared contact-frequency rule across more than one messaging channel. 4.8 points maximum Ask for a demonstration Show how one recent channel message prevents another channel from over-contacting the same person. A scenario to run with the supplier; not a completed product test.	Not verified0–4.8 / 4.8 pts This specific workflow has not been established by the reviewed evidence. Not verified · Oct 15, 2026Source
Depth checkEligibility-aware channel fallbackChoose an alternative channel using consent, address availability, or delivery eligibility. 4.8 points maximum Ask for a demonstration Use a contact without SMS eligibility and demonstrate a permitted alternative channel path. A scenario to run with the supplier; not a completed product test.	Not verified0–4.8 / 4.8 pts This specific workflow has not been established by the reviewed evidence. Not verified · Oct 15, 2026Source
Core capabilityReady-made business connectionsConnect an external store, CRM or business application through a supplied connector. 2.4 points maximum	Supported2.4 / 2.4 pts Editors, profiles, workflows and data interfaces. Official documentation · Oct 15, 2026Source
Core capabilityAPIs or webhooksExchange events or records using documented programmable interfaces. 2.4 points maximum	Supported2.4 / 2.4 pts Editors, profiles, workflows and data interfaces. Official documentation · Oct 15, 2026Source
Depth checkExport customer and event recordsRetrieve customer records and event history through a documented export or data interface. 3.2 points maximum Ask for a demonstration Export a test customer together with event records and demonstrate the identifiers linking them. A scenario to run with the supplier; not a completed product test.	Supported3.2 / 3.2 pts Warehouse export includes customer, journey and delivery identifiers. Official documentation · Oct 15, 2026Source
Depth checkObservable failed integration deliveryInspect failures of outbound webhooks or integration actions and retry or replay them. 4 points maximum Ask for a demonstration Cause a destination to reject an action, locate the failure, and demonstrate its retry or replay path. A scenario to run with the supplier; not a completed product test.	Supported4 / 4 pts Failed webhook deliveries have logged responses, automatic retries and manual retry. Official documentation · Oct 15, 2026Source
Core capabilityAI content or workflow creationUse AI to draft marketing content or construct workflow objects. 2.4 points maximum	Supported2.4 / 2.4 pts AI styles, translation and execution skills; agent is beta. Official documentation · Oct 15, 2026Source
Core capabilityAI insights or approved actionsUse customer data for AI recommendations or authorized marketing actions. 2.4 points maximum	Supported2.4 / 2.4 pts Send optimization, content analysis and agent execution. Official documentation · Oct 15, 2026Source
Depth checkAI grounded in journey or customer dataUse real customer, campaign, or workflow data when asking AI to analyze or recommend automation changes. 3.2 points maximum Ask for a demonstration Ask for a change to a named journey and show the account data behind the recommendation. A scenario to run with the supplier; not a completed product test.	Not verified0–3.2 / 3.2 pts This specific workflow has not been established by the reviewed evidence. Not verified · Oct 15, 2026Source
Depth checkApproval boundary for AI changesRequire review or explicit confirmation before AI-created journey changes become live. 4 points maximum Ask for a demonstration Ask AI to change a live journey and demonstrate the review or confirmation boundary. A scenario to run with the supplier; not a completed product test.	Not verified0–4 / 4 pts This specific workflow has not been established by the reviewed evidence. Not verified · Oct 15, 2026Source
Depth checkManage contact groups through an MCP AI connectorDemonstrate "Manage contact groups through an MCP AI connector" with test data. Show the result, an exception case, and the required plan. 2.5 points maximum Ask for a demonstration Demonstrate "Manage contact groups through an MCP AI connector" with test data. Show the result, an exception case, and the required plan. A scenario to run with the supplier; not a completed product test.	Not verified0–2.5 / 2.5 pts This specific check has not been verified. Missing evidence does not mean the capability is absent. Ask for a demonstration in the proposed plan. Not verified · Oct 21, 2026Source
Depth checkTranslate journey message content with AIDemonstrate "Translate journey message content with AI" with test data. Show the result, an exception case, and the required plan. 2.5 points maximum Ask for a demonstration Demonstrate "Translate journey message content with AI" with test data. Show the result, an exception case, and the required plan. A scenario to run with the supplier; not a completed product test.	Not verified0–2.5 / 2.5 pts This specific check has not been verified. Missing evidence does not mean the capability is absent. Ask for a demonstration in the proposed plan. Not verified · Oct 21, 2026Source
Depth checkClone a journey without copying active participantsDemonstrate "Clone a journey without copying active participants" with test data. Show the result, an exception case, and the required plan. 2.5 points maximum Ask for a demonstration Demonstrate "Clone a journey without copying active participants" with test data. Show the result, an exception case, and the required plan. A scenario to run with the supplier; not a completed product test.	Not verified0–2.5 / 2.5 pts This specific check has not been verified. Missing evidence does not mean the capability is absent. Ask for a demonstration in the proposed plan. Not verified · Oct 21, 2026Source
Depth checkStop one participant run without stopping other runsDemonstrate "Stop one participant run without stopping other runs" with test data. Show the result, an exception case, and the required plan. 2.5 points maximum Ask for a demonstration Demonstrate "Stop one participant run without stopping other runs" with test data. Show the result, an exception case, and the required plan. A scenario to run with the supplier; not a completed product test.	Not verified0–2.5 / 2.5 pts This specific check has not been verified. Missing evidence does not mean the capability is absent. Ask for a demonstration in the proposed plan. Not verified · Oct 21, 2026Source
Depth checkResolve duplicate active journey runsCreate two active test runs for the same contact. Keep the newest and show what happens to the older run and queued messages. 2.5 points maximum Ask for a demonstration Create two active test runs for the same contact. Keep the newest and show what happens to the older run and queued messages. A scenario to run with the supplier; not a completed product test.	Not verified0–2.5 / 2.5 pts This specific check has not been verified. Missing evidence does not mean the capability is absent. Ask for a demonstration in the proposed plan. Not verified · Oct 21, 2026Source
Depth checkQueue actual journey messages as reviewable draftsDemonstrate "Queue actual journey messages as reviewable drafts" with test data. Show the result, an exception case, and the required plan. 2.5 points maximum Ask for a demonstration Demonstrate "Queue actual journey messages as reviewable drafts" with test data. Show the result, an exception case, and the required plan. A scenario to run with the supplier; not a completed product test.	Supported2.5 / 2.5 pts Queue Draft holds generated live-workflow messages for inspection before sending. General product capability; local contract, supported language and entitlement must be confirmed. Official documentation · Oct 21, 2026Source
Depth checkShow dependencies between linked journeysDemonstrate "Show dependencies between linked journeys" with test data. Show the result, an exception case, and the required plan. 2.5 points maximum Ask for a demonstration Demonstrate "Show dependencies between linked journeys" with test data. Show the result, an exception case, and the required plan. A scenario to run with the supplier; not a completed product test.	Not verified0–2.5 / 2.5 pts This specific check has not been verified. Missing evidence does not mean the capability is absent. Ask for a demonstration in the proposed plan. Not verified · Oct 21, 2026Source
Depth checkApply contact time zones to timed journey stepsDemonstrate "Apply contact time zones to timed journey steps" with test data. Show the result, an exception case, and the required plan. 2.5 points maximum Ask for a demonstration Demonstrate "Apply contact time zones to timed journey steps" with test data. Show the result, an exception case, and the required plan. A scenario to run with the supplier; not a completed product test.	Not verified0–2.5 / 2.5 pts This specific check has not been verified. Missing evidence does not mean the capability is absent. Ask for a demonstration in the proposed plan. Not verified · Oct 21, 2026Source

Compare in Marketing automation →

WhatsApp Business · 28 features

12–100/100 documented fit

Core capabilities12–32 / 32 pts4/10 checks with established status

Workflow depth0–68 / 68 pts0/18 checks with established status

Show checksShowing fewer rows does not change the score.

WhatsApp Business · 28 weighted capability checks
Feature / weight	Support, evidence & points
Core capabilityWhatsApp Business connectionConnect through a documented WhatsApp Business platform channel. 4 points maximum	Supported4 / 4 pts Native WhatsApp and cross-channel journeys are listed. Official documentation · Oct 15, 2026Source
Core capabilityWhatsApp rich mediaUse images, files or interactive message components. 4 points maximum	Not verified0–4 / 4 pts Not established in reviewed evidence; request this specific demonstration. Not verified · Oct 15, 2026Source
Depth checkTemplate approval diagnosticsInspect WhatsApp template approval or rejection status and the reason requiring correction. 5.6 points maximum Ask for a demonstration Open a rejected or pending template and show its status and corrective information. A scenario to run with the supplier; not a completed product test.	Not verified0–5.6 / 5.6 pts This specific workflow has not been established by the reviewed evidence. Not verified · Oct 15, 2026Source
Depth checkMessaging-window eligibilityDistinguish free-form replies inside the customer-service window from template-only sends outside it. 6.4 points maximum Ask for a demonstration Compare a recent and an expired conversation and show which send options remain available. A scenario to run with the supplier; not a completed product test.	Not verified0–6.4 / 6.4 pts This specific workflow has not been established by the reviewed evidence. Not verified · Oct 15, 2026Source
Core capabilityConversation inbox and historyView and reply to WhatsApp conversations with retained customer context. 4 points maximum	Not verified0–4 / 4 pts Not established in reviewed evidence; request this specific demonstration. Not verified · Oct 15, 2026Source
Core capabilityTeam assignment and routingAssign WhatsApp conversations to team members or route them to a team. 4 points maximum	Not verified0–4 / 4 pts Not established in reviewed evidence; request this specific demonstration. Not verified · Oct 15, 2026Source
Depth checkHuman handoff with conversation contextTransfer or assign an active conversation while retaining the customer’s message history for the receiving person. 5.6 points maximum Ask for a demonstration Transfer a test conversation and show what the receiving agent can read. A scenario to run with the supplier; not a completed product test.	Not verified0–5.6 / 5.6 pts This specific workflow has not been established by the reviewed evidence. Not verified · Oct 15, 2026Source
Depth checkTeam ownership and internal coordinationCombine assigned ownership with internal notes or collaboration that is not sent to the customer. 6.4 points maximum Ask for a demonstration Assign a conversation, leave an internal note, and show the next agent’s view. A scenario to run with the supplier; not a completed product test.	Not verified0–6.4 / 6.4 pts This specific workflow has not been established by the reviewed evidence. Not verified · Oct 15, 2026Source
Core capabilityTemplate messagingCreate or send approved WhatsApp templates for eligible use cases. 3.2 points maximum	Not verified0–3.2 / 3.2 pts Not established in reviewed evidence; request this specific demonstration. Not verified · Oct 15, 2026Source
Core capabilityTriggered WhatsApp workflowsTrigger a WhatsApp message or conversation flow from an event. 3.2 points maximum	Supported3.2 / 3.2 pts Native WhatsApp and cross-channel journeys are listed. Official documentation · Oct 15, 2026Source
Depth checkDelivery-aware workflow handlingUse delivery failure or message eligibility to stop, redirect, or recover an automated WhatsApp step. 4.8 points maximum Ask for a demonstration Cause an ineligible or failed send and show how the workflow responds. A scenario to run with the supplier; not a completed product test.	Not verified0–4.8 / 4.8 pts This specific workflow has not been established by the reviewed evidence. Not verified · Oct 15, 2026Source
Depth checkEvent-personalized templatesPopulate an approved template from event, order, or business-record properties. 4.8 points maximum Ask for a demonstration Send a test order event and populate an approved template with its identifier or value. A scenario to run with the supplier; not a completed product test.	Not verified0–4.8 / 4.8 pts This specific workflow has not been established by the reviewed evidence. Not verified · Oct 15, 2026Source
Core capabilityCRM, store or support connectorsConnect customer context with an external business application. 2.4 points maximum	Supported2.4 / 2.4 pts Editors, profiles, workflows and data interfaces. Official documentation · Oct 15, 2026Source
Core capabilityAPIs or webhooksConnect messaging or customer data through programmable interfaces. 2.4 points maximum	Supported2.4 / 2.4 pts Editors, profiles, workflows and data interfaces. Official documentation · Oct 15, 2026Source
Depth checkConversation and message event accessRetrieve or subscribe to identifiable inbound/outbound message or conversation events. 3.2 points maximum Ask for a demonstration Retrieve an inbound reply and its conversation/contact identifiers outside the inbox. A scenario to run with the supplier; not a completed product test.	Not verified0–3.2 / 3.2 pts This specific workflow has not been established by the reviewed evidence. Not verified · Oct 15, 2026Source
Depth checkWrite back to a business recordUpdate a connected CRM, order, or customer record from a WhatsApp conversation or workflow. 4 points maximum Ask for a demonstration Change a customer field through the conversation flow and show the changed external record. A scenario to run with the supplier; not a completed product test.	Not verified0–4 / 4 pts This specific workflow has not been established by the reviewed evidence. Not verified · Oct 15, 2026Source
Core capabilityAI WhatsApp content or repliesUse AI specifically in WhatsApp content creation or conversation handling. 2.4 points maximum	Not verified0–2.4 / 2.4 pts Not established in reviewed evidence; request this specific demonstration. Not verified · Oct 15, 2026Source
Core capabilityAI WhatsApp actions or agentsUse AI for authorized WhatsApp actions or automated conversational tasks. 2.4 points maximum	Not verified0–2.4 / 2.4 pts Not established in reviewed evidence; request this specific demonstration. Not verified · Oct 15, 2026Source
Depth checkWhatsApp AI grounded in business knowledgeUse an explicit business knowledge source to answer WhatsApp customer questions. 3.2 points maximum Ask for a demonstration Ask a specific policy question in WhatsApp and show the configured source used by the agent. A scenario to run with the supplier; not a completed product test.	Not verified0–3.2 / 3.2 pts This specific workflow has not been established by the reviewed evidence. Not verified · Oct 15, 2026Source
Depth checkAI escalation to a personConfigure a WhatsApp AI assistant or agent to hand an unresolved conversation to a human. 4 points maximum Ask for a demonstration Ask an unanswerable or restricted question and demonstrate the human escalation. A scenario to run with the supplier; not a completed product test.	Not verified0–4 / 4 pts This specific workflow has not been established by the reviewed evidence. Not verified · Oct 15, 2026Source
Depth checkTranscribe received WhatsApp voice messagesDemonstrate "Transcribe received WhatsApp voice messages" with test data. Show the result, an exception case, and the required plan. 2.5 points maximum Ask for a demonstration Demonstrate "Transcribe received WhatsApp voice messages" with test data. Show the result, an exception case, and the required plan. A scenario to run with the supplier; not a completed product test.	Not verified0–2.5 / 2.5 pts This specific check has not been verified. Missing evidence does not mean the capability is absent. Ask for a demonstration in the proposed plan. Not verified · Oct 21, 2026Source
Depth checkRevoke an AI connector's WhatsApp sending accessDemonstrate "Revoke an AI connector's WhatsApp sending access" with test data. Show the result, an exception case, and the required plan. 2.5 points maximum Ask for a demonstration Demonstrate "Revoke an AI connector's WhatsApp sending access" with test data. Show the result, an exception case, and the required plan. A scenario to run with the supplier; not a completed product test.	Not verified0–2.5 / 2.5 pts This specific check has not been verified. Missing evidence does not mean the capability is absent. Ask for a demonstration in the proposed plan. Not verified · Oct 21, 2026Source
Depth checkCollect structured input with WhatsApp FlowsBuild a test WhatsApp Flow with a required field. Submit valid and incomplete answers and show where results are stored. 2.5 points maximum Ask for a demonstration Build a test WhatsApp Flow with a required field. Submit valid and incomplete answers and show where results are stored. A scenario to run with the supplier; not a completed product test.	Not verified0–2.5 / 2.5 pts This specific check has not been verified. Missing evidence does not mean the capability is absent. Ask for a demonstration in the proposed plan. Not verified · Oct 21, 2026Source
Depth checkReassign a WhatsApp conversation from mobileDemonstrate "Reassign a WhatsApp conversation from mobile" with test data. Show the result, an exception case, and the required plan. 2.5 points maximum Ask for a demonstration Demonstrate "Reassign a WhatsApp conversation from mobile" with test data. Show the result, an exception case, and the required plan. A scenario to run with the supplier; not a completed product test.	Not verified0–2.5 / 2.5 pts This specific check has not been verified. Missing evidence does not mean the capability is absent. Ask for a demonstration in the proposed plan. Not verified · Oct 21, 2026Source
Depth checkHandle business voice calls within WhatsAppDemonstrate "Handle business voice calls within WhatsApp" with test data. Show the result, an exception case, and the required plan. 2.5 points maximum Ask for a demonstration Demonstrate "Handle business voice calls within WhatsApp" with test data. Show the result, an exception case, and the required plan. A scenario to run with the supplier; not a completed product test.	Not verified0–2.5 / 2.5 pts This specific check has not been verified. Missing evidence does not mean the capability is absent. Ask for a demonstration in the proposed plan. Not verified · Oct 21, 2026Source
Depth checkCancel a scheduled WhatsApp message before dispatchDemonstrate "Cancel a scheduled WhatsApp message before dispatch" with test data. Show the result, an exception case, and the required plan. 2.5 points maximum Ask for a demonstration Demonstrate "Cancel a scheduled WhatsApp message before dispatch" with test data. Show the result, an exception case, and the required plan. A scenario to run with the supplier; not a completed product test.	Not verified0–2.5 / 2.5 pts This specific check has not been verified. Missing evidence does not mean the capability is absent. Ask for a demonstration in the proposed plan. Not verified · Oct 21, 2026Source
Depth checkValidate WhatsApp webhook signaturesDemonstrate "Validate WhatsApp webhook signatures" with test data. Show the result, an exception case, and the required plan. 2.5 points maximum Ask for a demonstration Demonstrate "Validate WhatsApp webhook signatures" with test data. Show the result, an exception case, and the required plan. A scenario to run with the supplier; not a completed product test.	Not verified0–2.5 / 2.5 pts This specific check has not been verified. Missing evidence does not mean the capability is absent. Ask for a demonstration in the proposed plan. Not verified · Oct 21, 2026Source
Depth checkHide unavailable products in WhatsApp catalog recommendationsDemonstrate "Hide unavailable products in WhatsApp catalog recommendations" with test data. Show the result, an exception case, and the required plan. 2.5 points maximum Ask for a demonstration Demonstrate "Hide unavailable products in WhatsApp catalog recommendations" with test data. Show the result, an exception case, and the required plan. A scenario to run with the supplier; not a completed product test.	Not verified0–2.5 / 2.5 pts This specific check has not been verified. Missing evidence does not mean the capability is absent. Ask for a demonstration in the proposed plan. Not verified · Oct 21, 2026Source

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AI CAPABILITY CHECK

What does its AI actually do?

Native AI capabilities

An AI Agent beta offers core execution skills, with LLM actions and plan-based session, custom-skill and routine limits.

Official AI source

Documented capabilities

Execute supported marketing tasks
Use LLM steps in journeys
Run scheduled routines

Limits to check

Beta availability and plan-specific limits
Additional credits and elevated entitlements can add cost

Understand the full price

Essentials starts at $100/month billed monthly, including 5,000 profiles and one million emails.

Billing basis: monthly. Unit: per month. Currency: USD.

Additional people/object profiles
Email overages
Additional AI credits
SMS and other channel usage

Verify current pricing with the vendor

Integrations and deployment

APIs
Inbound/outbound webhooks
Data integrations

Confirm the applicable data-processing terms, account roles, retention settings, and security documentation for the selected plan before production use.

US buying context

US teams can use email and configured messaging channels. WhatsApp marketing templates to US numbers remain blocked; native channel availability does not override Meta rules.

The evidence record

Essentials starts at $100/month

Official evidence

Profiles include both people and objects

Official evidence

Overage charges apply separately to profiles and emails

Official evidence

Native WhatsApp and cross-channel workflows are listed

Official evidence

AI agent limits vary by plan

Official evidence

Source library

Research is based on documentation, not a hands-on performance test. Report a correction.

EXPLORE THE ALTERNATIVES

Keep your options open.

Email marketing alternatives · highest documented score first.

69–100/100 documented fit

Mailchimp

An email-centered marketing platform with audience tools, automated journeys, store connections and a paid SMS extension.

Good fit forSmall and growing teams that want email creation, connected store data and familiar integrations in one workspace.

$13.00per month

View research

61–100/100 documented fit

Klaviyo

A commerce-oriented customer platform combining profiles, email, mobile messaging and AI-assisted campaign operations.

Good fit forRetail teams that want customer behavior and multiple lifecycle channels in a shared data model.

See pricingper month

View research

59–100/100 documented fit

Brevo

A marketing suite combining email, automation and prepaid messaging, with Aura AI and optional sales/conversation tools.

Good fit forTeams that want to combine email with transactional or messaging workflows and compare send-volume tiers carefully.

$9.00per month

View research