SHUFFLL ENGAGE / PRODUCT REFERENCE
The whole platform.
In clear detail.
From the audience signal to the delivered story. Explore how the creative, personalization and connected workflows fit together.
Updated October 22, 2026 · Shuffll EngageCreate and personalize
From the creative foundation to the audience-specific moment.
AI video creation, scripts, voice and reusable templates
Explore the Engage creative workspace: AI-assisted scenes, scripts, voice, branding and reusable video foundations for personalized campaigns.
↗AUDIENCE & PERSONALIZATIONAudience personalization for video campaigns
How Shuffll Engage uses interests, behaviors, segments and recipient attributes to personalize scenes, voice and scripts.
↗INTERACTION & RENDERINGInteractive video features and real-time rendering
Explore Shuffll Engage interactive playback, real-time browser studio rendering, and the distinction between preview, AI generation, MP4 export and embedding.
↗BRAND & WORKSPACEBrand controls and workspaces for personalized video
Plan Engage branding, reusable creative direction, workspace ownership and access without confusing product controls with enterprise certifications.
↗Run and deliver
Plan the campaign, connect the customer journey and evaluate the outcome.
AI video creation, automation and integrated delivery
Shuffll Engage as a one-stop shop for AI video creation, audience personalization, campaign delivery, REST API, MCP and export webhooks.
↗CAMPAIGN OPERATIONSCampaign automation, scheduling and integrated video delivery
Plan Engage campaign audiences, eligibility, generation, schedules and configured delivery channels while keeping recipient outcomes clear.
↗CUSTOMER JOURNEYSPersonalized video across the customer journey
Plan welcome, discovery, loyalty and re-engagement video campaigns around audience signals, relevant creative and an appropriate next step.
↗DEPLOYMENT & EVIDENCEEvaluating rendering cost, experiments and enterprise rollout
Evaluate Shuffll Engage rendering economics, audience experiments, performance and enterprise deployment using workload-specific evidence.
↗Connect and operate
Choose the interface and understand the contract behind it.
Engage REST API: capabilities, campaigns and video results
Understand Engage REST API access, capability discovery, fixed-video V1 campaigns, asynchronous generation, results and release boundaries.
↗MCPMCP for Engage: connect an AI assistant to your video workspace
Connect a compatible MCP client to Engage, discover permitted tools and understand authorization, generation and the fixed-video release scope.
↗EXPORT WEBHOOKSExport webhooks: connect video rendering outcomes to your workflow
Understand Engage workspace export notifications, event selection, payload mapping and the distinction between export, delivery and viewer activity.
↗Built around your customer journey.
Shuffll Engage — Personalized video at scale. Create personalized video campaigns based on customer interests, behaviors and audience segments. Tailor content across customer journeys, including e-commerce and product videos, and integrate it into your existing workflows through API and MCP.
These guides explain product workflows and their implementation scope. Confirm the required release, integrations and enabled workspace capabilities for your rollout. The public developer documentation defines the contract for the published API release.
Explore the interactive showcase ↗QUESTIONS, WITH CONTEXT
Go one question deeper.
Explore the details that matter for this part of the workflow.
Getting started with Engage
Choose the part of the platform that matches your first question.
What is Shuffll Engage designed to do?
Shuffll Engage brings AI-assisted creative work, audience personalization and campaign operations into a connected video platform. Start with the creation-to-delivery overview to see how the workspace, API, MCP and export notifications fit together.
Which guide should I read first?
For creative planning, start with audience personalization. For an application integration, use the REST API guide. For a pilot or purchasing evaluation, use the evidence guide.
Choosing a workflow
Understand which surface a capability belongs to.
Are the workspace and API feature sets identical?
No. The creative workspace has broader personalization and campaign controls. The documented API V1 is a fixed-video contract with its own supported operations. Each guide identifies that boundary where it matters.
Where can I see the product visually?
The homepage studio showcase uses edited staging captures. The audience illustration lets you change a segment, name and playback position. Both are labeled examples; neither is a customer performance report.
Evaluating your use case
Turn a promising workflow into a concrete pilot.
What should I bring to an Engage demo?
Bring a customer moment, representative audience attributes, creative examples and the delivery workflow you want to connect. Include expected volume and the outcome you want to measure so the discussion can cover both creative fit and operational requirements.
Do these guides establish enterprise adoption or cost savings?
No. They describe capabilities, workflows and boundaries. Approved customer references, workload-specific cost measurements and controlled campaign results are separate evidence. The evaluation guide explains what to collect.
YOUR AUDIENCE. YOUR NEXT CHAPTER.