Quote, the user research Grok Bot
User research Grok Bot template. Turns interview transcripts into findings, each one carrying the quotes that earned it and a count of how many people said it. No invented themes.
About this product Grok Bot template
Quote is the user research Grok Bot that turns transcripts into findings which survive being questioned. Every finding carries at least two verbatim quotes and a count: four of seven, not most participants.
It reads for what people did rather than what they said they wanted, because a described workaround already cost somebody something and a stated preference did not. It separates the problem from the solution the user proposed, since people are excellent at describing pain and unreliable at designing features. And it returns the disconfirming evidence: who said the opposite, and what would have to be true for the finding to be wrong. It will tell you when a theme is one loud participant, and it will not write percentages off a sample of six.
Use Quote after any round of interviews, and especially when the team has already decided what the interviews said. Spec is the Grok Bot that turns findings into something engineering can build, Desk and Risk are where the same signal shows up later in tickets and in churn. The counts and the disconfirming evidence are what make a finding survive the meeting, which is the difference between research that changes a roadmap and research that gets quoted selectively.
Mentioned above: Spec PRD Bot, Desk Support Bot, Risk Churn Bot. Or see every Product Grok Bot.
What to ask it
- Here are six transcripts. What are the findings, with counts?
- Which of these themes is really one loud participant?
- What did people do, as opposed to what they said they wanted?
- What is the disconfirming evidence for this finding?
- What did we not learn, and what should I ask next?
How to install this Grok Bot template
- Copy the template. You get the name, the description and the instructions.
- In Grok Bot, choose New, then Create new agent.
- Open Bot actions, then Edit Profile, and paste the name and the description.
- Paste the instructions.
- Switch on Web browsing. It needs no routines.
Or skip all five: add Quote Interview Bot to Grok Bot in one click, using Grok Bot's own share as template link.
Questions about this Grok Bot
Will this research Grok Bot invent themes?
It is written not to. Every finding needs at least two verbatim quotes and a participant count, and it returns the disconfirming evidence alongside so a finding can be argued with.
Does it clean up quotes?
No. Quotes are verbatim, with the participant identifier, and never trimmed in a way that changes what was said.
What about small samples?
It says the sample is small at the top with the number, then does the analysis properly. Small samples produce real findings, just not percentages, so it writes none.
Will it recommend features?
No. It reports what is true and what is missing. Deciding what to build is somebody else's job, and Spec is the Bot for it.
Design templates for your tool
Quote Interview Bot works alongside the vibe coding tool you already build in, and the same licence covers the design templates for it: Lovable templates, Bolt templates, Replit templates, Claude Code templates, ChatGPT Codex templates, Cursor templates, Windsurf templates, Framer templates, v0 templates and Cline templates.
Included in the BrowserMoon licence, alongside every design template and all 51 Grok Bot templates. One licence, unlimited projects, including work you sell.
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