Castmagic: AI content platform that transcribes podcasts, videos, and recorded meetings with speaker diarization and turns them into show notes, summaries, and other assets. User Evaluation: AI research workspace that transcribes interviews in dozens of languages and turns them into cited insights, clips, charts, and reports. 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 Castmagic when transcribing podcast episodes and generating show notes and summaries matters most, and User Evaluation when generating cited insight reports, clips, and presentation decks matters most. Trial each on a few real meetings before you commit — the better fit usually shows fast.
AI content platform that transcribes podcasts, videos, and recorded meetings with speaker diarization and turns them into show notes, summaries, and other assets.
AI research workspace that transcribes interviews in dozens of languages and turns them into cited insights, clips, charts, and reports.
Castmagic is an AI-powered content platform that transforms recorded audio and video into transcripts and a range of derived content. After a file is uploaded or imported, Castmagic transcribes it with speaker diarization and then automatically generates summaries, show notes, timestamps, titles, social media posts, newsletters, and other assets from the same recording. The platform integrates with sources including YouTube, Apple Podcasts, Google Drive, and Zoom, so recorded meetings and interviews can flow directly into a workspace for processing alongside podcast episodes. Castmagic includes semantic search across a media library, brand-voice customization, reusable templates, and commenting and approval workflows aimed at teams and agencies that manage content for multiple brands. While its marketing centers on podcasters and creators, the transcription, speaker labeling, and summary features make it applicable to meeting and interview recordings as well. It is intended for content teams, marketing agencies, podcasters, coaches, and sales organizations that want to convert recorded conversations into transcripts and repurposed written content rather than only a raw transcript. Pricing varies by plan. Check the official website for current pricing.
Best suited for
User Evaluation is an AI-powered research platform that automates user and customer research workflows, from recruiting participants and conducting interviews to analyzing findings, within a single workspace. It transcribes audio and video in dozens of languages with speaker labels and custom vocabulary, and processes multimodal inputs including audio, video, text, PDF, and CSV. Its AI analysis uses an agentic chat with a set of tools that cite evidence as it generates insights, identifying pain points, delighters, and themes, automatically tagging mentions, and creating visual summaries. The platform turns research into shareable outputs such as video clips saved as MP4 files, charts including bar, pie, and flow diagrams, editable reports exportable to PDF or DOCX, and presentation decks with native PPTX export. Workflow tools include interview scheduling and recording, live note-taking during sessions, survey creation with both fixed and adaptive chat-style follow-ups, and Kanban-style collections for organizing insights. User Evaluation offers a free tier to start along with paid plans that add capabilities such as white-labeling and SSO. By combining multilingual transcription, evidence-cited AI analysis, and rich exportable outputs, it aims to compress hours of research into customer insight quickly. Pricing varies by plan. Check the official website for current pricing.
Best suited for
Castmagic is a free tier with paid upgrades (freemium); User Evaluation is a free tier with paid upgrades (freemium). Always confirm current pricing on each vendor's site before buying.
| Feature | Castmagic | User Evaluation |
|---|---|---|
| Core capability | Transcription of audio and video with speaker diarization | Transcription in dozens of languages with speaker labels and custom vocabulary |
| Standout feature | Automatic generation of summaries, show notes, titles, and timestamps | Multimodal input support for audio, video, text, PDF, and CSV |
| Team usage | Repurposing of recordings into social posts, newsletters, and blog content | Agentic AI chat that cites evidence and identifies pain points and themes |
| Integrations | Direct import from sources including YouTube, Google Drive, and Zoom | Automatic tagging of mentions and visual summaries |
| Languages & capture | Semantic search across a media library of past recordings | Exportable outputs: MP4 clips, charts, PDF/DOCX reports, and PPTX decks |
| Best-fit workflow | Multi-brand workspaces with templates and approval workflows for teams | Interview scheduling, recording, and live note-taking |
Castmagic
Choose Castmagic if you need transcribing podcast episodes and generating show notes and summaries — strengths include goes beyond transcription to produce ready-to-use written content from recordings.
User Evaluation
Choose User Evaluation if you need transcribing and analyzing multilingual research interviews — strengths include evidence-cited ai analysis keeps insights traceable to sources.
Castmagic
User Evaluation
It depends on your workflow. Castmagic is strong for transcribing podcast episodes and generating show notes and summaries, while User Evaluation is strong for transcribing and analyzing multilingual research interviews. Both transcribe and summarize meetings.
Castmagic is a free tier with paid upgrades and User Evaluation 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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