RESEARCH

Product Research & UX Research Repository

Turn every research artifact into measurable product intelligence.

Product managers and UX researchers collect usability studies, interviews, diary studies, surveys, support tickets, feature requests, prototype feedback, and session notes that quickly become impossible to search or compare. Steeped AI transforms every research artifact into measurable product intelligence. Automatically identify recurring usability problems, unmet customer needs, workflow friction, feature adoption barriers, and emotional reactions while quantifying how often each issue appears across studies.

Search nuanced concepts instead of exact keywords, validate findings statistically, and generate executive-ready reports supported by precise citations. Instead of re-reading dozens of studies before every roadmap decision, teams get the quantified, cited evidence they need in seconds.

1.usability_issue
High Insight Urgency
AI Score Highlight: This issue has findings in the upper ranges of relevance score.
Finding Highlight: 44% of "checkout" sessions hit "unclear error states"
Highlight Reason: Unclear error states are the top abandonment driver across usability studies, blocking task completion for every segment.
More Value Findings:
• 44% of "checkout flow" had "unclear error states"
• 31% of "onboarding" showed "unmet setup expectations"
• 18% of "settings" caused "navigation confusion"

Talk to Your Data

Ask research questions in plain language and get answers backed by exact counts and citations. Instead of manually re-reading dozens of usability studies before a roadmap review, ask which issues block adoption and get the quantified findings in seconds, each one traceable to the source study.

DISCOVER
Talk to Research for Insights
top usability blockersunmet needs
Which issues block feature adoption?|
Find Insights
• 44% of sessions hit "unclear error states"
• 27% of interviews requested "bulk actions"

AI Topic Mapping

Use Steeped AI's AI topic mapping to search nuanced concepts instead of exact keywords. Surface workflow friction, unmet needs, and adoption barriers that generic tagging misses, and quantify how often each appears across every study so you prioritize the problems that actually move the product.

workflow frictionunmet needadoption barrier

AI Audio Transcription

Turn recorded interviews, usability sessions, and diary studies into clean, structured text with Steeped AI's audio transcription. Filler and crosstalk are stripped automatically, so every session becomes searchable, quantifiable research ready for topic mapping instead of an unopened recording.

usability_session_12 transcribed

Statistical Significance Testing

Steeped AI's automated significance testing validates every finding with a university-grade, 3-part framework, so a difference between user segments or study waves is only reported when it is statistically real. Take findings to leadership that hold up to scrutiny, not small-sample anecdotes.

Significant Differencep < 0.01 · FDR corrected

The insights are already in your data.

Ask your data anything. Get real findings ranked by impact, with AI reports your team can present and share on the spot.