Playtest Research Assistant for Your Game
Powered by Lysto AI
Ask natural language questions about your playtests and get instant, evidence-backed insights from transcripts, surveys, player profiles, and study context without manually reviewing hours of data.
Your Playtest, Now Searchable Like a
Research Database
Playtest Research Assistant transforms your entire playtest dataset into a queryable insight layer.
Instead of navigating recordings, transcripts, and multiple dashboards, you can simply ask questions and receive structured, decision-ready insights instantly.

It synthesises:
Why Playtest AnalysisSlows Down Product Decisions
Game teams generate valuable playtest data but analyzing it efficiently remains a major bottleneck.
Key Pain Points
- Too many gameplay recordings to manually review
- Large volumes of transcript and survey text
- Insights scattered across multiple sources
- Slow synthesis from raw data to actionable findings
- Heavy reliance on researcher bandwidth
The result:
Delayed insights, missed patterns, and slower iteration on core gameplay decisions.
From Raw Playtest Data to Instant,Evidence-Backed Insights
Playtest Research Assistant allows teams to interact with their playtest as a living research repository. Simply ask a question, and the assistant analyses your study data to deliver structured answers grounded in real player evidence.
Clear findings
Supporting player quotes
Pattern summaries
Relevant timestamps
Segment comparisons
No manual synthesis required.
Ask Research Questions in Natural Language
Where are players getting confused or stuck?
What patterns show up across player feedback?
How do different player segments behave?
What did players think about the tutorial?
Perform a thematic analysis of this playtest
The assistant understands research intent and returns structured, contextual answers aligned with your study goals.
Context-Aware AnalysisAcross Your Entire Study
The Playtest Research Assistant reads and synthesises multiple data layers simultaneously, ensuring answers are grounded in the full research context—not isolated clips or quotes.
Transcripts from gameplay sessions
Post-playtest survey responses
Player profile metadata
Study setup and research objectives
AI-tagged annotations and themes
Every answer is traceable back to real evidence within your dataset.

Not Just Clips.Not Just Dashboards.Real Research Intelligence.
Most playtest platforms provide raw recordings, clips, and fragmented data.Lysto's Playtest Research Assistant goes further by letting you directly query your playtest and receive structured, evidence-based answers in seconds.
It's like having an on-demand research analyst embedded in every project.
Built forProject Managers, Designers, and Researchers
Value points:
- Faster insight generation
- Reduced manual analysis time
- Immediate thematic synthesis
- Better cross-team alignment
- Faster product iteration cycles
- Less dependency on manual report creation
Turn Your Playtests Into Instant Research Insights
Stop searching through data. Start asking smarter questions.