Writing/Granola for UX Research Sessions: AI Notes for User Interviews and Design Reviews
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Granola for UX Research Sessions: AI Notes for User Interviews and Design Reviews

UX researchers run user interviews, usability tests, and synthesis sessions where nuanced observations matter. Granola captures the verbatim moments that define product decisions.

Granola for UX Research Sessions: AI Notes for User Interviews and Design Reviews
Plate · Essay · Apr 24, 2026

Granola for UX Research Sessions: AI Notes for User Interviews and Design Reviews

The most valuable moments in UX research happen in the words a participant uses to describe their confusion, frustration, or delight. "I kept expecting the button to be at the top" tells you something that no survey response captures. But getting that exact quote into your research synthesis requires accurate documentation — and accurate documentation in a user interview requires that you stop being present in the conversation to write things down.

Granola records and transcribes UX research sessions — user interviews, usability tests, stakeholder reviews, and research synthesis meetings — and produces structured notes that preserve the verbatim observations that define product decisions. You can focus entirely on the participant and the conversation instead of trying to type quotes while maintaining rapport.

Where Documentation Fails UX Research

User interview documentation has a specific failure mode: the researcher is attempting to simultaneously facilitate a conversation, observe behavioral reactions, and transcribe key quotes. Something gets dropped. Usually it's the transcription — researchers take impressionistic notes that capture themes but lose the exact language participants used.

Exact language matters in UX research. The difference between "I don't know how to do this" and "I know there's a way to do this but I can't find it" is the difference between a discoverability problem and a learnability problem. Those problems have different design solutions, and getting them confused leads to interventions that don't work.

Stakeholder presentations based on imprecise documentation are less convincing than presentations anchored to specific participant quotes. "Several users said navigation was confusing" is weaker than "Three of five participants used the phrase 'I kept getting lost'" — and getting to that precision requires accurate documentation.

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What Granola Captures for UX Research Teams

User Interview Sessions

User interviews involve open-ended questions and probing follow-ups that are designed to surface mental models, workflows, and pain points. The participant's language — the exact words they use to describe their experience — is the data.

Granola captures that verbatim language, including the emotional coloring ("that's really frustrating" versus "that's a little annoying") and the behavioral context ("I usually just give up and call support at that point"). The transcript becomes a searchable record that supports multiple forms of analysis.

Research terminology gets handled accurately: cognitive walkthrough, think-aloud protocol, affinity diagramming, task completion rate, error recovery, mental model, interaction pattern. The research vocabulary doesn't get corrupted into something ambiguous.

Usability Testing Sessions

Usability tests generate behavioral observation data and verbal protocol data simultaneously. The facilitator is watching what the participant does while also listening to what they say and occasionally asking probing questions. Capturing all of this accurately in real time isn't possible without recording and transcription.

Granola produces a transcript that can be synced with the screen recording, giving you the ability to cross-reference what the participant said with what they did at each moment in the task. That combination is what makes usability testing analysis compelling rather than impressionistic.

Stakeholder Review and Alignment Meetings

Research readouts involve presenting findings to product managers, designers, and engineers who have their own interpretations of the data. The discussion that follows a readout — where stakeholders push back, propose alternative interpretations, or ask follow-up questions — shapes what actually gets acted upon.

Granola captures those review discussions so the alignment decisions are documented. When a design change is made six months later and someone asks what user research supported it, you have the meeting record that connects the research findings to the product decision.

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Research Synthesis Sessions

Synthesis sessions — where the research team works through affinity diagrams, themes, and insights — are where the interpretive work of UX research happens. The debates about how to code a particular observation, the connections drawn between individual data points, the themes that emerge from discussion — all of this is analytical work that deserves to be documented.

Granola captures synthesis discussions so the reasoning behind research conclusions is preserved. When you're writing the research report, you can trace the argument back to the synthesis session. When someone challenges a research conclusion, the documented analytical process supports the interpretation.

Design Critique and Review Sessions

Design critiques are structured feedback sessions where design alternatives are evaluated against user needs and design principles. The feedback generated — specific to particular design choices, grounded in observed user behavior — needs to be captured in a form the designer can act on.

Granola produces structured notes from design critiques that include the specific feedback, the rationale, and any decisions made about which direction to pursue. The designer has a clear record of what was discussed and what was decided, rather than a pile of disconnected comments.

Research Planning Meetings

Research planning sessions set study designs, research questions, and recruitment criteria. The decisions made in those sessions — which methodology was chosen and why, what the success criteria are, what hypotheses the study is designed to test — shape everything downstream.

Documenting research planning conversations creates accountability and alignment. When scope creep threatens to change the research questions mid-study, the documented planning meeting is the reference point for the original design intent.

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Building a Research Repository

One of the highest-value uses of Granola for UX research teams is building a searchable repository of participant language and observations. When a product decision needs research support, you can search across documented interview transcripts for relevant participant observations — rather than relying on whatever findings made it into past research reports.

This turns past research into a living asset rather than a series of reports that get read once and filed. The participant who described your navigation as "like a maze with no exit" in a study eighteen months ago is now findable when you're redesigning navigation today.

Start capturing your UX research sessions with Granola and build the research documentation that drives better product decisions.

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Zachary Proser
About the author

Zachary Proser

Applied AI at WorkOS. Formerly Pinecone, Cloudflare, Gruntwork. Full-stack — databases, backends, middleware, frontends — with a long streak of infrastructure-as-code and cloud systems.

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