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How to migrate from Lookback to Great Question

Tania ClarkeOctober 5, 20267 min
The Egg Nebula, a pre-planetary nebula, with a central dust-shrouded dying star casting symmetric searchlight beams through concentric arcs of dust.
Guide

Lookback migration

✓ sessions and findings, moved before the deadline

Hubble · Egg Nebula · 2026 · NASA
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Teams usually outgrow Lookback when the session stops being the hard part. Finding the right participants, scheduling them, paying them and keeping findings searchable across studies all happen outside Lookback, in three or four other tools.

Great Question runs the session and the work around it. This guide covers what to export from Lookback, how to bring it in, how features map, and a plan that fits inside Lookback's deletion window.

Comparing first?

Great Question vs Lookback: the feature-by-feature comparison

All comparisons: Great Question against 14 research tools

Mind the 90-day window

Trial accounts get 30 days, and can't download recordings or notes at all until they upgrade. If you need longer, Lookback offers an archive plan.

Lookback keeps a paid account's sessions for 90 days after cancellation, then deletes them (Lookback help). Export before you cancel, not after.

What moves across, and what doesn't

Your Lookback data
How to export it
Where it goes in Great Question
Your Lookback dataSession recordingsHow to export itDownload from the player's Share menu, one session at a timeWhere it goes in Great QuestionRepository upload, transcribed automatically
Your Lookback dataTranscriptsHow to export itExport per session from the Round view, with timestampsWhere it goes in Great QuestionKept as an archive; transcripts regenerate from the uploaded video
Your Lookback dataFindings and themesHow to export itCSV export, with themes as a columnWhere it goes in Great QuestionRecreated as tags and highlights, or kept as an archive
Your Lookback dataParticipantsHow to export itYour own list, or your recruiting tool's exportWhere it goes in Great QuestionCSV import into your candidate panel
Your Lookback dataRound setups and tasksHow to export itCopy the tasks and questions out manuallyWhere it goes in Great QuestionRebuilt as study templates

Step by step

1. Download your recordings

Open each session in Lookback's player and use the Share menu to download the recording (Lookback help). Lookback doesn't document a bulk export, so start with the sessions your team still cites and work backwards.

Great Question accepts MP4, M4V, MOV and MP3 files. If a download comes out in another format, convert it before uploading.

2. Export transcripts and findings

Transcripts export one session at a time from the Round view (Lookback help). Findings export as a CSV with themes as a column (Lookback help). Keep both as your archive: uploading the video gives you a fresh transcript in Great Question, and the findings CSV is the quickest way to rebuild your tag list.

3. Gather your participants

Lookback isn't a participant database, so your list lives wherever you recruited: a spreadsheet, your CRM, or User Interviews. Pull it into one CSV with email, name, and the attributes you filter on.

4. Import into Great Question

  1. Tags: create tags from the themes column of your findings CSV, so imported and new sessions are filed the same way.
  2. Participants: go to Candidates, Add Candidates, Import from CSV, and map each column to an attribute (importing candidates).
  3. Recordings: go to Repository, New, Upload files. Link each recording to its participant and tag it. Transcripts generate automatically (uploading recordings).

5. Rebuild your recurring rounds, then cut over

Rebuild the studies you run every month as templates, then run the next real one on Great Question while Lookback is still live. Once the first study has gone end to end, from invite to incentive to highlight reel, cancel Lookback with time to spare inside the 90 days.

How Lookback features map to Great Question

Lookback
Great Question
LookbackModerated sessionsGreat QuestionInterviews on Zoom, Google Meet or Microsoft Teams, with scheduling built in
LookbackUnmoderated tasksGreat QuestionUnmoderated prototype and website tests
LookbackLive stakeholder viewGreat QuestionObserver rooms, with unlimited observers on every plan
LookbackAI follow-ups on unmoderated tasksGreat QuestionAI-moderated interviews, an Enterprise add-on
LookbackFindings, Eureka and reelsGreat QuestionAI synthesis, highlights and reels
LookbackRecruiting via User InterviewsGreat QuestionYour own participant panel, plus Respondent (and User Interviews on Enterprise)
LookbackLookback MCPGreat QuestionGreat Question MCP, on Enterprise

A four-week switching plan

Week
What happens
Week 1What happensDownload the recordings, transcripts and findings you're keeping. Gather participants into one CSV.
Week 2What happensCreate tags, import participants, upload recordings, connect calendars and incentives.
Week 3What happensRun one real study in your new workspace while Lookback is still live.
Week 4What happensRebuild remaining templates and cancel Lookback, well inside the 90-day window.

Talk it through with us

If you're weighing the move, bring a recent Lookback round to a demo and we'll show you the same study in Great Question, from recruiting to the repository.

Planning a switch

See a Lookback round rebuilt in Great Question

Recruiting, scheduling, the session, incentives and the repository, on your own use case.

Frequently asked questions

How long does Lookback keep my data after I cancel?

Lookback keeps a paid account's sessions for 90 days after cancellation, then deletes them. Trial accounts get 30 days. Deleted recordings are fully purged after 120 days.

Can I bulk export recordings from Lookback?

Lookback's help centre doesn't document a bulk export or an export API. Recordings download one session at a time from the player's Share menu.

Do I need to import my Lookback transcripts?

No. Upload the recording and Great Question transcribes it automatically, separated by speaker. Keep the exported transcripts as an archive.

Is Lookback shutting down?

No. Lookback is actively maintained and released AI moderation and an MCP server in April 2026. Teams move for the workflow around the session, not because Lookback is going away.

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