USE CASE · DISCOVERY & RESEARCH

Twelve interviews. One picture.

User interviews, discovery calls, field visits. Knack. turns each conversation into tagged, quotable evidence, and shows you the patterns across all of them, every theme traceable to the second someone said it.

RecapReady in 49s ✓
User interview · P07 · 38 min
Pain: exports break past 10,000 rows.
▶ 14:22
Workaround: manual CSV split, every week.
▶ 18:05
Would pay for automated sync. Unprompted.
▶ 31:40
3 actions routed →
Every line links to the tape.
Evidence, filed
Before the next session.
Highlights clipped
3 quotes · research board
Transcript synced to Drive
Research / Interviews / P07
Tagged
exports · pricing · workaround
One memory. Every meeting.
▶ tap any line to hear it
app.theknack.ai · insights
Themes across interviews
12 conversations, patterns surfaced automatically
Export limits9/12
Pricing confusion7/12
Onboarding friction4/12
9 of 12 interviews hit the export wall. Here is each one saying it. ▶ 14:22 hear P07
Latest sessions
12
interviews this study
P07 · power user
38 min · just now
3 highlights
P06 · admin
Yesterday · 42 min
Tagged ✓
P05 · new user
Monday · 35 min
Recap ready
EVIDENCE

Quotes with receipts

Every insight links to the moment it was said. Stakeholders hear the user, not your summary of the user.

PATTERNS

Themes across the study

Knack counts what keeps coming up, so the loudest voice in the debrief is the data.

FLOW

From session to synthesis

Highlights, tags, and transcripts file themselves. You run the next interview instead of typing up the last one.

The synthesis bottleneck is where studies go to die

Running the interviews is the easy part. The expensive part is what happens afterwards: transcribing, tagging, pulling quotes, counting how many people actually said the thing you think they said, and assembling it into something a stakeholder will believe.

That work scales badly. Twelve interviews is roughly a week of synthesis, which is why so many studies quietly shrink to six, and why the debrief so often happens from memory and a page of notes rather than from the sessions themselves.

When each session arrives already transcribed, tagged and quotable, the constraint moves. You are limited by how many conversations you can have rather than by how many you can process, and the sample size stops being decided by your own admin capacity.

Evidence beats summary in a stakeholder room

Every researcher has lost an argument to the highest-paid person's anecdote. The reason is not that the research was weak, it is that a summary is a claim and an anecdote is a story, and stories win rooms.

The counter is to bring the user into the room. Not "users found onboarding confusing" but thirty seconds of a real person being confused, followed by the count of how many others hit the same thing. That is very hard to argue with, and it changes the register of the meeting from opinion to observation.

So every insight links to the second it was said. A finding is one click from the audio, and a debrief can move from a claim to the evidence without anyone hunting through a recording.

Patterns across sessions, not just within them

A single interview tells you what one person thinks. The value is in what recurs, and recurrence is exactly what a human is worst at counting across twelve two-hour conversations held over three weeks.

Knack counts what keeps coming up and shows how many sessions hit each theme, with the receipts for each one. That converts the loudest theme in your memory into the most frequent theme in the data, which are often not the same thing.

It also surfaces the thing nobody asked about. The topic that appeared unprompted in nine of twelve sessions is usually the most interesting finding in a study, and it is the one most likely to be missed when synthesis happens from notes.

Field research, where the laptop stays closed

Discovery does not only happen on video calls. Contextual inquiry, site visits, ride-alongs, watching someone use a tool in the place they actually use it: all of it happens standing up, in a warehouse or a clinic or a truck, where opening a laptop would change the thing you came to observe.

That is the case call-based tooling cannot cover, and it is the one where notes are worst, because you are watching rather than typing. Phone-based capture with a spoken consent line fits that setting far better than a bot or an open laptop.

Can I export quotes with timestamps?

Yes. Every highlight carries its timestamp and links to the audio, and transcripts sync to your Drive as Markdown, so they feed whatever analysis tooling you already use.

How does Knack find themes?

It counts what keeps coming up across sessions and shows how many interviews hit each theme, with the receipts to hear each one. The useful output is usually the theme that appeared unprompted in most sessions, which is the one synthesis-from-memory misses.

Does this work for in-person field research?

That is the case it is built for. Contextual inquiry, site visits and ride-alongs happen standing up in the place being studied, where opening a laptop would change what you came to observe. Capture is on the phone, on device, with a spoken consent line.

How many interviews before a theme is trustworthy?

That is a research judgment rather than a tool one, but seeing the count per theme makes the judgment explicit. A theme hit by nine of twelve sessions is a different claim from one hit by two, and the difference should be visible in the debrief.

Can I share a specific moment with a stakeholder?

Yes, and it is usually more persuasive than the finding. Thirty seconds of a real person hitting the problem, followed by how many others hit it, is much harder to argue with than a summary line.

Do participants need to consent to recording?

Yes, and for research it is normally part of your protocol already. Knack is consent-first: a spoken disclosure and a visible recording state, which also satisfies the all-party consent rules that apply in around a dozen US states.

Is the transcript accurate enough for quoting?

Quote from the audio, not from the transcript, which is why every line links back to the moment. The transcript gets you to the right second; the recording is what you actually cite.

Be there. We'll remember.