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AI-powered reputation management for app growth and ASO.

The AI-driven user research platform for rapid, high-fidelity customer insights.

PlaybookUX is a comprehensive user research and testing platform that leverages AI to automate the most labor-intensive aspects of qualitative data analysis. By 2026, its technical architecture has evolved to include advanced Natural Language Processing (NLP) and computer vision for sentiment analysis, allowing researchers to extract meaningful insights from video interviews in seconds rather than hours. The platform facilitates moderated and unmoderated testing, card sorting, and tree testing, all supported by a proprietary global panel of verified participants. PlaybookUX stands out in the 2026 market by integrating generative AI to automatically synthesize cross-study patterns and generate executive-ready highlight reels. Its focus on operational efficiency is realized through automated scheduling, instant transcription in over 30 languages, and a centralized research repository. For enterprise teams, PlaybookUX provides the infrastructure to scale research democratically across product, design, and marketing departments while maintaining strict data governance and compliance standards.
PlaybookUX is a comprehensive user research and testing platform that leverages AI to automate the most labor-intensive aspects of qualitative data analysis.
Explore all tools that specialize in sentiment analysis. This domain focus ensures PlaybookUX delivers optimized results for this specific requirement.
Uses LLMs to analyze transcripts across multiple sessions to identify recurring themes and pain points automatically.
Applies computer vision and vocal tonality analysis to detect user frustration or delight.
Proprietary database of over 100k participants with verified professional and demographic backgrounds.
Built-in tool for information architecture validation with dendrogram and similarity matrix outputs.
Direct integration with Google and Outlook calendars for automated moderated interview booking.
AI-suggested video clips based on keyword frequency and sentiment spikes.
A centralized searchable database for all research artifacts (video, audio, text).
Sign up and complete the organization profile setup.
Define your research objective (Unmoderated, Moderated, Card Sort, or Tree Test).
Select participant source: Use the PlaybookUX verified panel or invite your own users via link.
Configure demographic filters and screener questions to ensure high-quality recruitment.
Build your test script with tasks, multiple-choice questions, and rating scales.
Integrate Figma or Adobe XD prototypes for interactive usability testing.
Launch the study and monitor the real-time recruitment funnel.
Review AI-generated transcripts and sentiment markers immediately after session completion.
Use the Highlight Reel tool to clip and tag key user behaviors or pain points.
Export consolidated findings and raw data for stakeholder presentation.
All Set
Ready to go
Verified feedback from other users.
"Users praise the platform for its ease of use and the quality of the participant panel, though some note that transcription for technical jargon requires manual cleanup."
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