Amberscript: Audio and video to text service offering automatic and human-verified transcripts and subtitles. Looppanel: AI research assistant that records, transcribes and auto-notes user interviews and calls, then organizes insights in a research repository. We compare them on cost, capture approach, and day-to-day fit so you can choose faster.
How Hosiqo compares and tests toolsFinal recommendation
Shortlist Amberscript when transcribing interviews, research, and media for accurate records matters most, and Looppanel when running thematic and sentiment analysis across research calls matters most. Test each on your own meetings; the right choice tends to become obvious quickly.
Audio and video to text service offering automatic and human-verified transcripts and subtitles.
AI research assistant that records, transcribes and auto-notes user interviews and calls, then organizes insights in a research repository.
Amberscript is a speech-to-text service that converts audio and video into text and subtitles, offering both automatic AI transcription and human-verified options. Users upload recordings and choose between editable automatic transcripts produced by speech recognition or expert-reviewed transcripts refined by professional editors for higher accuracy. The platform similarly provides subtitles in either automated or professionally edited form, including translation services, and offers a transcript editor for reviewing and correcting output. Amberscript supports a large number of languages and additionally provides a speech-to-text API and data annotation services, as well as a meeting transcription offering for capturing and converting spoken meetings into text. The combination of self-serve automatic transcription and a human-review tier lets users trade off speed against accuracy depending on the use case. Amberscript is aimed at researchers, media organizations, businesses, and public-sector users who need reliable transcripts and subtitles, including those with accuracy or accessibility requirements that justify human-reviewed output rather than automation alone. Pricing varies by plan. Check the official website for current pricing.
Best suited for
Looppanel is an AI research and meeting assistant built for user interviews, usability tests and research calls. Its AI note-taker records or ingests interview recordings, transcribes the conversation, and automatically generates structured notes, quotes and summaries so researchers do not have to take notes manually during a session. The platform supports transcription in several languages and keeps recordings private without human access. Beyond transcription and notes, Looppanel adds an analysis layer: it performs AI thematic analysis to surface patterns across conversations, supports AI-assisted tagging tied to a discussion guide or emerging themes, runs sentiment analysis, and highlights important moments. Researchers can trace every insight back to the source recording, edit tags, search across projects, and share actionable video clips, with all findings collected in a central research repository for stakeholders. It also works with other data types such as survey responses and documents. Looppanel is aimed at UX researchers, product managers and design teams who run many interviews and need to turn recorded qualitative conversations into transcripts, notes and shareable insights faster than analyzing them by hand. Pricing varies by plan. Check the official website for current pricing.
Best suited for
Amberscript is a free tier with paid upgrades (freemium); Looppanel is a free tier with paid upgrades (freemium). Always confirm current pricing on each vendor's site before buying.
| Feature | Amberscript | Looppanel |
|---|---|---|
| Core capability | Automatic AI transcription of audio and video | AI note-taker that records and auto-generates notes from interviews and calls |
| Standout feature | Human-verified transcript and subtitle option for higher accuracy | Transcription with support for multiple languages |
| Team usage | Subtitle generation and translation services | AI thematic analysis to surface patterns across conversations |
| Integrations | Transcript editor for reviewing and correcting output | AI-assisted tagging based on discussion guides and emerging themes |
| Languages & capture | Speech-to-text API and meeting transcription support | Sentiment analysis and automatic highlighting of key moments |
| Best-fit workflow | Automatic AI transcription of audio and video | Shareable video clips and traceable links back to source recordings |
Amberscript
Choose Amberscript if you need transcribing interviews, research, and media for accurate records — strengths include choice between fast automatic and accurate human-reviewed output.
Looppanel
Choose Looppanel if you need transcribing and auto-noting user interviews and usability tests — strengths include purpose-built for interview transcription plus downstream qualitative analysis.
Amberscript
Looppanel
It depends on your workflow. Amberscript is strong for transcribing interviews, research, and media for accurate records, while Looppanel is strong for transcribing and auto-noting user interviews and usability tests. Both transcribe and summarize meetings.
Amberscript is a free tier with paid upgrades and Looppanel is a free tier with paid upgrades. Check each vendor's pricing page for the latest plans and free-tier limits.
You can — some teams pair them when each covers a different part of the meeting workflow.
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