From interview notes to a research findings deck

You’ve done the interviews. Eight conversations, maybe twelve. Pages of notes, a few recordings, a head full of half-formed ideas.

Now someone asks: “So what did we learn?”

Here’s a way to get from messy notes to a findings deck people can act on. It works best on a canvas, because synthesis is spatial. You need to see everything at once.

Step 1: Break notes into snippets

Long notes are hard to sort. Snippets are easy.

Go through each interview and pull out single observations. One per sticky note.

• A quote, as said.
• Something the person did.
• A pain point, in their words where you can.

Tag each note with who said it, using a code like P3. No real names. Keep personal details out of the canvas entirely.

For example:

“I keep the order list on WhatsApp because the app logs me out.” (P5)

One interview might give you a dozen snippets. That’s fine. More is better at this stage.

Step 2: Put each interview in its own column

Lay the snippets out in columns, one per participant. It looks like a wall of notes, because it is.

This gives you a quick sense of each person before you start mixing them. You’ll also spot who said a lot and who said a little.

Give it a few minutes. Just read.

Step 3: Cluster across people

Now break the columns. Drag notes from different interviews together when they point at the same thing.

• Stack near-duplicates.
• Don’t name clusters too early. Let them form.
• Notes can move between groups as the picture shifts.

Keep the participant tags visible. A cluster with notes from seven people means something different from one with three notes from one person.

This works well with a few teammates. Two or three people clustering together catch patterns one person misses.

Step 4: Name the clusters as findings

Once the clusters settle, write a name for each one. A full sentence, not a label.

Label	Finding
Logins	People get logged out often and move their work elsewhere
Pricing	Shop owners compare our price against a notebook, not a competitor
Language	Several people preferred instructions in their own language over English

A good finding is specific and could surprise someone on the team.

Step 5: Turn findings into insights

A finding says what happened. An insight says why it matters.

For each strong finding, add one line beneath it:

• Finding: people move their order list to messaging apps when logged out.
• Insight: trust in the app breaks at the moment of interruption, not at sign-up.

Insights are what the deck is really about. Aim for a handful. Three to six is a comfortable range for one study.

Step 6: Frame the deck on the canvas

Draw frames around your clusters, now arranged as slides. A shape that works well:

1. What we wanted to learn. The research question.
2. Who we spoke to. Roles and context, no names.
3. The insights. One frame each, with the finding and two or three quotes as evidence.
4. What surprised us. Anything that cut against expectations.
5. What we think we should do. Suggestions linked to each insight.
6. Open questions. What this study couldn’t answer.

The rest of the canvas stays as your appendix. If someone asks “how many people said that?”, you can zoom straight in.

Use quotes well

Quotes make findings feel real. Pick them carefully.

• Short. One or two lines.
• Representative. Not the most dramatic one-off.
• Tagged. P5, shop owner, Indore.

Two quotes per insight is plenty. More than that and the slide starts reading like a transcript.

Be careful with numbers

Small studies are about patterns and reasons, not percentages. “Seven of ten participants” is honest. “70% of users” suggests a survey you didn’t run.

Say what the study can tell you, and say what it can’t.

Present it as a conversation

A findings readout lands best when the room reacts.

• Start with the question, so everyone remembers why you did this.
• Pause after each insight. Ask: does this match what you’ve seen?
• Keep the suggestions open. They’re a starting point for decisions, not the decisions themselves.

Where the findings point to a customer’s whole experience, how to present a customer journey map shows how to walk the room along it. When the findings turn into planned work, see how to plan and present a product roadmap on a canvas.

Keep the wall

Don’t throw the canvas away. The next study can start from it, and new snippets can be added to old clusters.

Over time, it becomes a picture of what you know about your users, and where you’re still guessing. CanvasDeck is built for exactly this kind of wall.