Decode vs Rumi.ai: Features, Pricing & Which Is Better (2026)
A side-by-side comparison of Decode and Rumi.ai — features, pricing, and ideal use cases — to help you decide which AI tool fits your workflow.
Decode
Entropik Technologies
A human insights platform that uses emotion AI, webcam eye tracking, and predictive models to test creative, products, and experiences before launch.
Key features
- Emotion AI Measurement: Face emotion, voice emotion, and text sentiment analysis reveal how respondents actually feel during a study rather than only what they report in an answer.
- Webcam Eye Gaze Tracking: Real eye tracking runs through a participant's own webcam with zero hardware, producing attention heatmaps that show where people look first and what they miss.
- AI Creative Insights: Neuro AI predicts attention, emotional resonance, brand recall, and conversion impact for ad creative, packaging, OOH, and web layouts before media spend is committed.
- Synthetic Audience: Build reusable synthetic personas and compare how each creative performs persona by persona ahead of fielding a study with real respondents.
- AI Moderator: Runs moderated and unmoderated interviews at scale, then extracts themes, emotions, and supporting evidence from raw interview and video feedback automatically.
- Shopper and Shelf Simulation: Simulates real-world shelf and pack testing with attention heatmaps, shelf visibility analysis, planogram optimization, and purchase-intent prediction.
- UX Research Suite: Prototype testing, unmoderated task studies, usability and wireframe testing, card and tree sorting, and live website and app testing, each enriched with gaze and emotion data.
- Global Respondent Panel: Access to more than 103 million respondents worldwide, or bring your own panel free of charge on any plan.
Best for
- Pre-Flight Ad Testing: Comparing creative variations and messaging options to predict which version earns attention and recall before buying media.
- Packaging and Shelf Decisions: Testing pack designs and planograms in a simulated retail environment to forecast visibility and purchase intent.
- Product Concept Validation: Screening product concepts, storyboards, and innovation ideas for early-stage market fit before committing development resources.
- UX Friction Discovery: Running prototype and usability studies where webcam eye tracking and emotion signals expose confusion users cannot articulate.
- Qualitative Research at Scale: Using the AI Moderator to conduct and synthesize many interviews into structured themes instead of manual transcript coding.
- Brand Tracking and Price Testing: Running recurring consumer studies on brand perception, pricing, and the customer journey across multiple markets.
Rumi.ai
Rumi / Rumi.ai
AI meeting platform that captures conversations, creates AI-synced notes, summaries, and action items while connecting insights across tools.
Key features
- Real-time Meeting Capture: Continuously records and transcribes conversations during meetings and in-person catchups to ensure accurate capture of spoken content and context.
- AI-Synced Notes & Tasks: Automatically generates structured meeting notes, decisions, and action items; links tasks to participants and calendar events for streamlined follow-up.
- Cross-Meeting Insight Linking: Connects insights and context across past meetings, Slack conversations, and CRM records to surface relevant history and reduce context switching.
- Conversational Q&A (ChatGPT-like): Lets users query meeting content conversationally to get summaries, clarifications, or next-step suggestions based on captured data.
- Realtime Summaries & Highlights: Produces concise summaries, key takeaways, and highlights during or immediately after meetings to accelerate decision-making and onboarding.
- Integrations & Extensions: Integrates with Google Calendar, Slack, CRMs and provides a Google Workspace/Calendar extension to simplify scheduling and meeting management.
- Searchable Meeting Knowledge Base: Indexes meeting transcripts and notes into a searchable repository so teams can quickly retrieve past discussions, decisions, and action items.
- Real-time AI meeting summaries
- Automatic action item extraction and task tracking
- AI-synced notes across meetings and catchups
- Cross-meeting insight linking and context
- ChatGPT-like conversational functionality
- Integrations with Slack and CRMs
- Google Calendar extension (Workspace Marketplace)
- Microsoft Outlook Add-in for scheduling and meeting management
- Centralized meeting repository and search
Best for
- Sales Call Tracking & CRM Sync: Capture client conversations, extract commitments and next steps, and link outcomes to CRM records to maintain up-to-date account histories.
- Product Decision Documentation: Record product meetings to automatically surface decisions, feature requests, and assigned owners for clearer roadmaps and follow-ups.
- Remote Team Alignment: Provide live summaries and post-meeting notes for distributed teams so asynchronous members can catch up quickly without attending.
- Project Management & Task Handoffs: Convert meeting action items into assignable tasks and sync them to team workflows to reduce missed deliverables.
- Recruiting & Interviews: Transcribe interviews, summarize candidate feedback, and preserve evaluation notes for consistent hiring decisions and audit trails.
- Customer Support & Success Handoffs: Capture client conversations and surface historical context across meetings to improve continuity between support and success teams.
- Capture and summarize team meetings with automatic action items
- Sync meeting notes and tasks to Slack and CRM systems for follow-up
- Streamline meeting scheduling and management via Google Calendar and Outlook integrations
- Provide cross-meeting context and insights for account or project handoffs
- Enable real-time assistant during meetings for note-taking and clarifications