Comparison

Karumi vs Reprise

If you are evaluating options, Karumi and Reprise are two outstanding solutions, although they have very different approaches.

The main difference

Karumi

Agentic demos powered by an AI agent that guides the experience in real-time.

Reprise

No-code interactive demos focused on cloned, navigable frontend environments.

Karumi vs Reprise, side by side

DimensionKarumiReprise
AI usageAutonomous AI that understands the real product interface and responds live to user questions.Focuses on frontend capture and editing—does not utilize a live autonomous agent.
User interactionConversational experience where users can ask questions and receive AI-supported answers.Self-guided navigation through hotspots, buttons, and predefined interactive flows.
Product updatesAutomatically reflects UI changes and new features without needing to rebuild flows.Requires manual updates or re-cloning whenever the product interface changes.
Setup timeFast and automated setup as the agent learns the application directly.Involves a manual process of capturing the frontend and building the narrative.
Lead qualificationAutomatically captures intent signals and qualifies leads during the interaction.Provides engagement data and behavioral insights for sales team follow-ups.
CRM integrationSyncs interaction data and deep lead insights directly into CRM systems.Integrates with sales stacks to track demo engagement and usage metrics.
SecurityMeets enterprise standards including SOC 2, GDPR, and ISO 27001.Complies with security standards such as SOC 2 Type II and GDPR.

Which one should you choose?

Choose Karumi if:

  • Your goal is to convert leads in real time through interactive demos guided by an AI agent that answers questions like a sales representative.
  • You need highly personalized demos that automatically adapt to the profile and context of each user.
  • You want to automate lead qualification and register interactions directly in your CRM without extra work.
  • Your team works with international clients and requires multilingual support within the demo.
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  • You want the demo to always reflect the most recent version of the product without needing to re record or reconfigure content.
  • You need to filter and qualify the interest of prospects efficiently before a human representative intervenes.

Choose Reprise if:

  • You want interactive and navigable demos that allow the prospect to explore the product on their own, getting as close as possible to the real experience.
  • Your sales or marketing team needs to scale consistent and reusable demos without depending on developers.
  • It is important to personalize demos for different use cases, sectors, or audiences without extra effort.
  • You are interested in obtaining clear metrics on how users interact with the demos to optimize your commercial strategy.
  • You want to build a centralized library of demos that sales, marketing, and partners can use in different phases of the funnel.

What is Reprise?

Reprise is a platform that allows the creation of interactive and reusable product demos without depending on the technical team. Its technology captures and clones the frontend of the application to generate navigable demos that behave like real software.

Key features of Reprise

  • No code demos Allows for the creation and maintenance of interactive demos without the need for advanced technical knowledge.
  • Interface cloning Generates navigable demos from the product frontend, offering a realistic experience that faithfully reflects the software.
  • Simple editing Teams can update flows and screens without having to rebuild the demo from scratch.
  • Interactive elements You can add hotspots, text, and buttons to guide users and highlight key functions during exploration.
  • Integrated analytics Provides metrics on interaction, usage time, and the most visited sections of the demo.
  • Team collaboration Multiple members can create and manage demos within a shared workspace.
  • Flexible sharing Demos can be distributed via links, embedded in websites, or exported for other channels.
  • Security and compliance Reprise complies with standards like SOC 2 Type II and GDPR.

Want the full comparison?

Our blog post goes deeper into how Karumi and Reprise work, with a walkthrough and the full feature list of each tool.

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