Antoine Pezé

From verbatims to insights

Structure your user research, reveal the insights that matter.

For UX researchers and freelancers buried in verbatims. You group, you prioritize, you defend your conclusions.

After a round of interviews, you end up with dozens of scattered verbatims. Grouping them by hand takes days, and handing them to a black-box AI gives you themes you can neither check nor defend.

The method

From raw interview to defensible insight

  1. 1

    You drop in your verbatims

    Participants, tests, field feedback, all in one place.

  2. 2

    You group them into themes

    The AI suggests, you decide. Nothing is written without your approval, especially groupings.

  3. 3

    Themes become insights

    Prioritized by impact, so you immediately see what matters.

  4. 4

    You build personas

    Anchored in real quotes, traceable down to the verbatim.

A ready-to-present report

The result is not one more spreadsheet. You export your report to PowerPoint (PPTX), ready to present, and your analysis to Excel. You go from analysis to readout without rebuilding the deck by hand.

  • PPTX export
  • Excel export
  • Personas and experience map

What changes

A method you control end to end

Your AI, not ours

Analysis runs on your own assistant through MCP. No quota, no black box.

Every insight is traceable

It goes back to its verbatims, so you can justify every conclusion.

The AI suggests, you decide

Where models get it wrong most often, you make the call.

Your data stays yours

Never used to train a model.

Also in your pocket

The UX Manager mobile app supports your workshops and my course materials: knowledge cards, ready-to-run activities with their timer, and verbatim capture in the field.

Download on iOS →
Antoine Pezé

Who I am

I've been doing UX research since 2013 and I teach it at Gobelins and Sorbonne Nouvelle in Paris. UX Manager is the method I use every day and teach, turned into a tool.

My background →

Pricing

Start for free, upgrade whenever you want

Free

€0

One project and 200 verbatims per account, invite readers. No AI connector.

Get started

Team

€39/editor/month

Work together: invite editors and manage roles.

Get started

Enterprise

Custom

SSO, data residency, invoicing.

Contact us

Student or teacher? Contact me for the free Education plan.

Try it on a real project