AILYZE: AILYZE is an AI qualitative data analysis platform that transcribes interviews and conducts autonomous AI voice interviews, then generates themes, summaries, and insights from the resulting text. Riverside: Browser-based podcast and video recording studio with AI transcription, captions, and text-based editing that also handles interviews and remote meetings. Which one wins depends on your platform mix, budget, and how hands-off you want notes to be.
How Hosiqo compares and tests toolsFinal recommendation
Shortlist AILYZE when conducting and transcribing ai-led research interviews at scale matters most, and Riverside when running and documenting remote interviews or small group conversations matters most. Trial each on a few real meetings before you commit — the better fit usually shows fast.
AILYZE is an AI qualitative data analysis platform that transcribes interviews and conducts autonomous AI voice interviews, then generates themes, summaries, and insights from the resulting text.
Browser-based podcast and video recording studio with AI transcription, captions, and text-based editing that also handles interviews and remote meetings.
AILYZE is a web-based AI platform for qualitative data analysis, built primarily for researchers, academics, and organizations working with unstructured data. Beyond analyzing uploaded text, it offers an AI Avatar Interviewer that autonomously conducts semi-structured voice interviews in multiple languages, capturing participant responses and automatically transcribing them. Users can also upload audio and video files (such as MP3, WAV, MP4, and AVI) for transcription, after which the transcripts can be analyzed alongside documents. Once data is captured, AILYZE applies AI-driven thematic analysis, content and frequency analysis, cross-segment comparison, summarization, and a chat-with-your-document feature, producing reports and visualizations. It accepts documents (PDF, DOCX) and spreadsheets (XLSX, CSV) and supports 100+ languages, including colloquial dialects. The product emphasizes data security, stating uploaded data is encrypted and not used to train its models. It is used by academic researchers, universities, healthcare organizations, and non-profits, and is accessed entirely through the browser without local installation.
Best suited for
Riverside is a web-based recording and editing studio built primarily for podcasters and video creators, with capabilities that extend to remote interviews and meetings. Participants join through a browser link without signing up, and Riverside records each person's audio and video locally on their own device before uploading the high-quality files after the session, which avoids the compression and dropout problems of standard video-call recording. Once a session is recorded or an existing file is uploaded, Riverside automatically generates a transcript using AI speech recognition, detects and labels separate speakers, and supports transcription across more than 100 languages. The transcript can be downloaded as plain text or as SRT/VTT caption files, and it powers text-based editing, where users trim or rearrange the recording by editing the transcript rather than a waveform. Riverside also offers AI clip generation for short-form social video and a teleprompter. It is aimed at podcasters, content creators, marketing teams, and anyone running recorded interviews or small group conversations that need clean transcripts and captions. Pricing varies by plan. Check the official website for current pricing.
Best suited for
AILYZE is a free tier with paid upgrades (freemium); Riverside is a free tier with paid upgrades (freemium). Always confirm current pricing on each vendor's site before buying.
| Feature | AILYZE | Riverside |
|---|---|---|
| Core capability | AI Avatar Interviewer that autonomously conducts semi-structured voice interviews in multiple languages | AI-generated transcripts with automatic speaker detection and labeling |
| Standout feature | Audio and video transcription of uploaded files (MP3, WAV, MP4, AVI and more) | Transcription support across more than 100 languages |
| Team usage | AI thematic analysis with automated theme extraction and coding | Caption and subtitle export in SRT and VTT formats |
| Integrations | Content and frequency analysis across data segments | Text-based editing that lets users cut and rearrange recordings by editing the transcript |
| Languages & capture | Chat-with-your-document AI assistant for conversational querying | Local high-quality recording of each participant's audio and video track |
| Best-fit workflow | Support for 100+ languages including colloquial dialects | AI clip generation for short-form social video |
AILYZE
Choose AILYZE if you need conducting and transcribing ai-led research interviews at scale — strengths include combines interview capture, transcription, and qualitative analysis in one web-based platform.
Riverside
Choose Riverside if you need transcribing and captioning recorded podcast episodes and video interviews — strengths include records each participant locally, producing cleaner audio and video than typical call recording.
AILYZE
Riverside
It depends on your workflow. AILYZE is strong for conducting and transcribing ai-led research interviews at scale, while Riverside is strong for transcribing and captioning recorded podcast episodes and video interviews. Both transcribe and summarize meetings.
AILYZE is a free tier with paid upgrades and Riverside is a free tier with paid upgrades. Check each vendor's pricing page for the latest plans and free-tier limits.
Sure. Running both makes sense when their strengths don't overlap and the budget allows.
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