Mira

Transform Your Qualitative Research with Decode AI Moderator

In the fast-paced world of consumer insights, traditional qualitative research often acts as a bottleneck. Rigid scripts, inconsistent moderator quality, and weeks of manual video review can delay critical business decisions. Decode AI Moderator, recently launched on Product Hunt as Mira, is revolutionizing the industry by providing a leading AI moderated qualitative interviews platform.

By moving beyond what participants say to understanding how they actually feel, Decode AI Moderator offers a level of depth and speed that traditional methods simply cannot match. With the ability to conduct interviews in over 70 languages and deliver structured insights within 48 hours, it is the future of automated qualitative research.

What is Decode AI Moderator?

Decode AI Moderator is an advanced AI research platform for moderated interviews that utilizes Emotion AI and Behavior AI to conduct deep qualitative sessions. Unlike standard AI research tools that only capture text transcripts, Decode is designed to "read between the lines." It captures facial expressions, voice tone, and behavioral cues in real time to identify emotional peaks, drops, and contradictions.

As a comprehensive qualitative research platform, Decode (Mira) replaces the need for a human moderator in many scenarios, offering a consistent, unbiased, and adaptive interviewing experience. It allows brands to scale their discovery efforts, conducting hundreds of simultaneous sessions without the scheduling chaos or high costs associated with traditional qualitative studies.

"Decode captures how they feel—facial expressions, voice tone, and behavioral cues in real time. The signals that traditional research systematically misses."

Key Features of Decode AI Moderator

The platform is built with a suite of sophisticated tools designed to automate and enhance every aspect of the qualitative research process.

1. Stimuli-Aware Question Planning

Design structured qualitative studies in seconds. The platform translates your research goals into a hybrid of qualitative and quantitative questions. It automatically organizes these questions around your specific stimuli, ensuring coverage of emotional, functional, and perception metrics while allowing for total control over conversation depth.

2. AI-Driven Adaptive Moderation

This is moderation that truly understands people. The AI moderator responds dynamically to how participants speak and react. If a participant shows signs of confusion or excitement, the AI probes deeper or simplifies questions as needed. This ensures a natural conversational flow while maintaining the analytical depth required for high-quality research.

3. Question-Level Analytics

Gain visibility into which specific questions drive the most meaningful insights. The platform provides sentiment and emotional tone analysis per question, alongside response depth, clarity, and confidence scoring. You can track the emotional trajectory across the entire interview and perform cross-participant comparisons instantly.

4. Stimulus Performance Score

Measure the actual performance of your creative concepts or packaging. Decode provides emotional intensity and sentiment scoring, engagement and attention patterns, and recall measurement. This side-by-side comparison across variants makes it an ideal tool for concept validation.

5. Automatic Summaries and Highlight Clips

Eliminate hours of manual tagging. The platform generates concise summaries per stimulus and automatically flags emotional peaks and points of confusion. It produces insight-mapped highlight clips that are ready to share with your team the moment a session ends.

Use Cases for AI Moderated Interviews

Decode AI Moderator is built for a wide variety of research needs across industries like CPG, Healthcare, Retail, and Technology:

• Ad and Creative Testing: Test campaign concepts with emotional feedback before spending your media budget. Know exactly what resonates with your audience.
• Concept and Packaging Evaluation: Validate new product concepts against real consumer reactions. See emotional responses rather than just stated preferences.
• Brand Perception Studies: Understand how your brand is perceived across different segments with consistent, unbiased moderation.
• UX, UI, and Onboarding Research: Run usability interviews at scale. Detect friction and delight at the exact moment they occur in the user journey.
• Shopper Research: Deep dive into what drives purchase decisions and identifies the factors that create hesitation at the point of sale.
• Customer Journey Mapping: Map the emotional highs and lows across every touchpoint to build long-term loyalty.

How to Use Decode AI Moderator

Transitioning from a research question to an insight report is a simple four-step process that takes significantly less time than traditional methods.

1. Create a Study: Define your research goals and upload your guide. Alternatively, let Decode’s AI build a guide automatically based on your uploaded stimuli.
2. Configure: Set your session duration, language (supporting 70+ languages), and consent flows. You can use your own participants or integrate with global panels.
3. Run Interviews: The AI moderator takes over, conducting live, adaptive interviews with real-time emotion detection and consistent probing.
4. Get Insights: Access transcripts, emotion analytics, summaries, and video highlight clips immediately after the sessions are completed.

FAQ

What is an AI moderated interview? An AI moderated interview is a qualitative research session led by artificial intelligence. The AI asks questions, probes for follow-ups in real-time, and detects emotional signals. Platforms like Mira deliver these insights in hours, rather than the weeks required by human moderators.

How does AI moderation work? The AI starts with your research goals to build an adaptive guide. During the session, it analyzes verbal responses, facial expressions, and voice tone to adjust its questioning dynamically. It uses facial coding and language pattern detection to capture a complete picture of the participant's experience.

Is AI moderated research as good as a human interview? For scale, consistency, and reach, it is often superior. Decode can conduct hundreds of sessions simultaneously in 70+ languages without moderator bias. While human moderation is still recommended for highly sensitive or complex executive topics, AI is ideal for concept testing and high-volume discovery.

Is my participant data safe? Yes. Participants join sessions without creating an account, and no PII is collected by default. Data is not used to train AI models, and the platform is built to enterprise security standards, including GDPR compliance.

How do I recruit participants for a Mira session? You can share a session link directly with your own participants for asynchronous sessions. For enterprise users, panel integrations are available to source new participants globally.

What types of research can Mira conduct? It is optimized for ad testing, concept evaluation, brand perception, UX/UI research, shopper research, and journey mapping.

Conclusion

With Decode AI Moderator, brands no longer have to choose between the depth of qualitative research and the speed of quantitative data. By leveraging adaptive moderation and Emotion AI, Decode provides a 5x faster route to consumer insights with 70% less manual effort. Whether you are testing a new ad campaign or mapping a customer journey, Decode (Mira) ensures you understand not just what your participants say, but exactly how they feel.