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USE CASES

For all questions
where the answer is just the beginning.

Particularly useful when surface-level answers aren't enough — and 'Any other comments?' isn't a real question.

Product teams & researchers
Finally qualitative feedback I can show the team tomorrow morning.
Trainers & coaches
Scales tell me the course was 4.2 out of 5. That doesn't help me.
HR & leaders
The survey says: Leadership: 3.1. I still don't know what to change.

Qerie is not a survey

A survey measures.
Qerie asks deeper.

Both formats have their place. Surveys are good for large samples and closed questions. Qerie is good for open questions where the answer is just the beginning of a conversation.

Survey
Predefined answer options
Measures frequencies
Works well at 100+ responses
Analysis manual or statistical
"Any other comments?"
Qerie
Open, adaptive interviews
Shows reasons and connections
Works well at 5 interviews
Insights automatically aggregated
"What really made you do that?"

Product teams & researchers

User feedback that actually explains why.

You want to understand why a feature isn’t being used, why users drop off, or what they really want — not just what they would have ticked. Qerie leads the interview, you read the result.

Typical core question

“What made our users abandon the onboarding process — and what would have kept them?”

  • Feature validation before building
  • Churn analysis: what led users to drop off?
  • Onboarding feedback after the first experience
  • Exploratory interviews alongside quantitative data
Insights8 interviews · Complete

Core question

“What made our users abandon the onboarding process — and what would have kept them?”


Too many steps at the start6 of 8

“I had no idea how many more steps were coming.”

Missing orientation5 of 8

“A progress bar would have been enough.”

Trainers & coaches

Feedback that actually helps. Not what was ticked.

Rating scales tell you whether your course was good. Qerie shows you why — and what specifically had impact. Each participant group gets the same conversation, and all responses flow into a shared picture.

Verena, Head of L&D

“I want to know what really landed — not just whether people liked the coffee.”

  • Course evaluation after completion
  • Proof of transfer success for clients
  • Mid-program feedback in longer training series
  • Needs analysis before course design
Insights12 interviews · Complete

Core question

“What are you taking away from this training — and what will you actually apply?”


Concrete communication techniques9 of 12

“I’ll start using the feedback loop tomorrow.”

Role-play section too short7 of 12

“I would have needed more practice time.”

HR & leaders

What your team is really thinking — not what they put in the form.

Employee surveys deliver numbers. Qerie delivers explanations — GDPR-compliant, without staff having to expose themselves openly. Everyone gets the same conversation, no one is singled out.

Stefan, HR Business Partner

“The employee survey tells me: ‘Leadership: 3.1.’ I still don’t know what to change.”

  • Pulse surveys between annual cycles
  • Offboarding conversations without facilitation effort
  • Culture diagnostics before reorganizations
  • Sentiment snapshot on specific changes
Insights23 interviews · Clustering

Core question

“What has changed in your day-to-day work over the past six months — positive or negative?”


Decision pathways unclear17 of 23

“I no longer know who to ask about what.”

More remote flexibility wanted14 of 23

“Two mandatory office days is too much for my situation.”

TRANSPARENCY

How Qerie analyses

Qerie analyses interviews in two steps: first, each individual interview is semantically summarised. Once enough interviews are available, a second step looks across all summaries for recurring patterns — themes that multiple participants mention independently. Underlying language model: Claude (Anthropic).

What Qerie can and cannot do: Qerie identifies patterns in interview responses and makes them visible. It does not replace interpretive analysis by trained researchers — nor does it claim to. Use Qerie as a starting point, not an endpoint.
1
Condensation — per interview

After each interview, responses are condensed into a structured summary. No transcript, no raw data.

2
Synthesis — across all interviews

From 5 interviews, Qerie looks for recurring themes. From 10, semantic clusters are formed — similar statements are grouped.

3
Insights — ready to read

Core themes with frequency, representative quotes, notable findings. Exportable as PDF or CSV.

See for yourself

The interview
takes 5 minutes.
No account.

The same experience your participants would have — try it right now.

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