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How do you get verbatim quotes fast from focus group transcripts?

Written By Ayushi Jain • Last Updated: Oct 23, 2026

Finding the right quotes to bring your findings alive matters, be it for a topline or for a full debrief. Interactive transcripts let you do this, pretty efficiently.

The simplest workflow - run a theme-specific search on transcripts, bookmark each strong quote as you read the search results, then export these bookmarks with speaker and timestamp. Interactive transcripts also enable you to click a quote, jump to its corresponding video part, so you can verify the exact words and cut a clip without re-listening to the whole session.

The steps below cut out most of the back-and-forth that slows quote collection down.

Why copying quotes manually is slow

Most quote-gathering time is spent switching among tasks: opening the recording, scrolling to the right moment, copying the line, pasting it into a document, adding the speaker name and timestamp manually, then going back for the next one. Doing that across multiple sessions, for multiple themes can eat up a significant chunk of analyst time.

An alternative workflow

Search transcripts using theme-related language

Participants rarely use the exact phrase you expect. Searching for "price" will miss relevant mentions like "I thought it would cost a lot more" or "it felt quite affordable." Hence, run searches for the theme. The interactive transcript keeps the video and the text in the same view, so context is visible without switching windows.

Bookmark quotes as you come across them

When a line lands, mark it then-and-there. Such bookmarking takes two seconds and takes away the pain of re-reading the entire session, to find the quote again. Tools built for qualitative data analysis treat bookmarking as a first-pass step, essential to efficient analysis workflows.

Export quotes with timestamps and clips

A strong quote alone is not enough for a debrief. Adding context to it is what makes it valuable - a timestamp, participant demographics, a short video clip - these give stakeholders context. Export all your bookmarked quotes in one step, rather than assembling them one at a time.

Check each AI-suggested quote against the source

AI tools can surface relevant lines faster than a manual search. Before any AI-suggested quote gets utilized in a client deliverable, click through to the Eureka moment in the recording and confirm that the words match.

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From fieldwork to final report, flowres covers the whole workflow so your team stops switching between tools.

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FAQs

What is a verbatim in qualitative research?

The participant's exact words, unedited, used as evidence for a theme or finding in a research report. A verbatim is different from a paraphrase, which summarises what was said rather than quoting it directly.

How many quotes should I use per theme?

Two to three strong verbatims per theme is enough for a topline/ report. Why multiple quotes? Because one quote makes a finding look anecdotal; more than four feels like force-stuffing slides. Some practitioners tend to prioritise quotes that are clear, specific, and represent what multiple participants said.

Can AI pull quotes from transcripts accurately?

Yes, when the AI is constrained to the transcript and every suggested quote links to a timestamp. Always check AI-suggested quotes against the source recording, before including them in a report.

Ayushi Jain
(Content Writer)

She is a content writer specializing in the intersection of human inquiry and modern efficiency. Through her work at flowres.io, she explores how qualitative research is evolving and highlights the tools that help researchers maintain their creative flow.

Posted on: Oct 23, 2026