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. Recast Studio: AI video repurposing tool that turns webinars, podcasts, interviews, and Zoom recordings into captioned clips and written content. The right pick comes down to team size, budget, and the workflows you want to automate.
How Hosiqo compares and tests toolsFinal recommendation
Shortlist AILYZE when conducting and transcribing ai-led research interviews at scale matters most, and Recast Studio when repurposing a zoom interview into blog posts and linkedin content 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.
AI video repurposing tool that turns webinars, podcasts, interviews, and Zoom recordings into captioned clips and written content.
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
Recast Studio is an AI-powered video editor and repurposing platform aimed at marketing teams, podcasters, and content creators who produce long-form recordings. Its core promise is to take webinars, podcasts, interviews, and Zoom recordings and turn them into social-ready clips and written assets without manual scrubbing. The platform transcribes uploaded recordings and supports transcript-based editing, where highlighting or deleting text trims the underlying video, alongside automatic reframing with face detection and filler-word and pause removal. It generates captions synced to edits across more than twenty languages and can produce audiograms and template-based clips in multiple aspect ratios. Beyond video, Recast can draft blog posts, show notes, LinkedIn posts, and email summaries directly from a recording's transcript, and it includes direct publishing and scheduling to channels such as TikTok, Instagram, YouTube, Facebook, LinkedIn, and X, plus a shared team workspace. Because it explicitly accepts webinar and Zoom recordings, it bridges the gap between meeting and event recordings and short-form distribution. Recast Studio is actively operating, with current testimonials and functional sign-up on its site, and offers a free tier alongside paid plans. Pricing varies by plan. Check the official website for current pricing.
Best suited for
AILYZE is a free tier with paid upgrades (freemium); Recast Studio is a free tier with paid upgrades (freemium). Always confirm current pricing on each vendor's site before buying.
| Feature | AILYZE | Recast Studio |
|---|---|---|
| Core capability | AI Avatar Interviewer that autonomously conducts semi-structured voice interviews in multiple languages | Transcribes webinars, podcasts, interviews, and Zoom recordings |
| Standout feature | Audio and video transcription of uploaded files (MP3, WAV, MP4, AVI and more) | Transcript-based editing that trims video by editing text |
| Team usage | AI thematic analysis with automated theme extraction and coding | Automatic reframing with face detection and filler-word/pause removal |
| Integrations | Content and frequency analysis across data segments | Caption generation synced to edits across 20+ languages |
| Languages & capture | Chat-with-your-document AI assistant for conversational querying | AI-generated blog drafts, show notes, LinkedIn posts, and email summaries |
| Best-fit workflow | Support for 100+ languages including colloquial dialects | Direct publishing and scheduling to multiple social platforms |
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.
Recast Studio
Choose Recast Studio if you need turning a recorded webinar into short captioned clips for social channels — strengths include explicitly handles webinar and zoom recordings, not just podcasts.
AILYZE
Recast Studio
It depends on your workflow. AILYZE is strong for conducting and transcribing ai-led research interviews at scale, while Recast Studio is strong for turning a recorded webinar into short captioned clips for social channels. Both transcribe and summarize meetings.
AILYZE is a free tier with paid upgrades and Recast Studio is a free tier with paid upgrades. Check each vendor's pricing page for the latest plans and free-tier limits.
Yes. Many teams run more than one meeting assistant when the workflows are complementary.
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