Condens: UX research platform for storing, transcribing, tagging, and analyzing user interviews in a searchable, collaborative repository. ZMEETING: AI meeting-minutes service by Hmcomm that automatically transcribes Zoom and Microsoft Teams meetings, identifies speakers, and supports multilingual transcription. The right pick comes down to team size, budget, and the workflows you want to automate.
How Hosiqo compares and tests toolsFinal recommendation
Shortlist Condens when transcribing and tagging user interview recordings matters most, and ZMEETING when department-wide meeting transcription deployments matters most. Test each on your own meetings; the right choice tends to become obvious quickly.
UX research platform for storing, transcribing, tagging, and analyzing user interviews in a searchable, collaborative repository.
AI meeting-minutes service by Hmcomm that automatically transcribes Zoom and Microsoft Teams meetings, identifies speakers, and supports multilingual transcription.
Condens is a user research platform that helps research teams store, analyze, share, and scale customer data in one collaborative hub. It supports importing recordings, notes, and user feedback, and provides automated multilingual transcription with AI-powered speaker recognition and automated captions. For analysis, Condens offers a split-screen interface that lets researchers review raw data and tag it simultaneously, along with AI-driven pattern identification across datasets and quick generation of evidence-backed findings. All research lives in a searchable, centralized repository with cross-project insight discovery, filtering, and role-based access control for managing confidential data. Condens emphasizes real-time collaboration, allowing multiple team members to build, edit, and tag data together, and integrates with tools such as Slack, Teams, Figma, and Miro, plus whiteboard functionality for interactive sessions. Additional AI capabilities include automated bookmarking, summarization, and pattern detection across multiple studies. Positioned as a lean, practical tool for researchers who want to move quickly, Condens aims to streamline the path from interview transcripts to shareable insights without the overhead of heavier enterprise systems. Pricing varies by plan. Check the official website for current pricing.
Best suited for
ZMEETING is an AI meeting-minutes tool developed by Hmcomm Co., Ltd., a Japanese company that originated from a national research institute and uses its own speech-recognition technology. The service automatically transcribes both online and in-person conversations, with the vendor reporting speech-recognition accuracy of over 90 percent. ZMEETING integrates with web conferencing platforms including Zoom and Microsoft Teams to join and transcribe meetings, and it supports real-time speech-to-text with speaker identification on higher-tier plans. Beyond transcription, the platform offers automatic filler-word removal, a custom dictionary for specialized terminology, and multilingual transcription and translation across Japanese, English, and additional languages such as Chinese, Korean, and others depending on plan and options. Higher-tier licenses add features like speaker-emotion recognition and quantified meeting-atmosphere analysis. ZMEETING runs in modern browsers on Windows and macOS and supports login via Google and Microsoft accounts, with various storage integrations. It is licensed by the number of simultaneous meetings rather than per user, making it suited to department-wide deployment. The product is actively maintained, with company updates dated through 2025. Pricing varies by plan. Check the official website for current pricing.
Best suited for
Condens is a free tier with paid upgrades (freemium); ZMEETING is a free tier with paid upgrades (freemium). Always confirm current pricing on each vendor's site before buying.
| Feature | Condens | ZMEETING |
|---|---|---|
| Core capability | Automated multilingual transcription with speaker recognition and captions | Automatic transcription of Zoom and Microsoft Teams meetings |
| Standout feature | Split-screen interface for simultaneous data review and tagging | Speaker identification on higher-tier plans |
| Team usage | AI-driven pattern identification across datasets | Multilingual transcription and translation (Japanese, English, and more) |
| Integrations | Searchable centralized repository with cross-project discovery | Custom dictionary for specialized terminology |
| Languages & capture | Real-time collaborative analysis and tagging | Automatic filler-word removal |
| Best-fit workflow | Integrations with Slack, Teams, Figma, and Miro plus whiteboards | Emotion recognition and meeting-atmosphere analysis on upper tiers |
Condens
Choose Condens if you need transcribing and tagging user interview recordings — strengths include fast, practical workflow from transcript to tagged insights.
ZMEETING
Choose ZMEETING if you need automatically generating minutes for zoom or teams calls — strengths include proprietary speech-recognition technology from a research-derived vendor.
Condens
ZMEETING
It depends on your workflow. Condens is strong for transcribing and tagging user interview recordings, while ZMEETING is strong for automatically generating minutes for zoom or teams calls. Both transcribe and summarize meetings.
Condens is a free tier with paid upgrades and ZMEETING 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.
More head-to-head comparisons involving Condens and ZMEETING.
Condens: UX research platform for storing, transcribing, tagging, and analyzing user interviews in a searchable, collaborative repository. Conveo: AI-led qualitative research platform that runs video, voice, and text interviews and analyzes every signal for insights at speed. This comparison weighs them on pricing, features, and everyday workflow fit.
Condens: UX research platform for storing, transcribing, tagging, and analyzing user interviews in a searchable, collaborative repository. Convin: AI conversation intelligence platform for contact centers and sales teams that records, transcribes, and scores calls, chats, and emails. The right pick comes down to team size, budget, and the workflows you want to automate.
Condens: UX research platform for storing, transcribing, tagging, and analyzing user interviews in a searchable, collaborative repository. Convo: Bot-free real-time AI meeting assistant for Mac and Windows that transcribes calls, suggests replies live, and syncs notes to Slack, Notion, and HubSpot. The right pick comes down to team size, budget, and the workflows you want to automate.
Condens: UX research platform for storing, transcribing, tagging, and analyzing user interviews in a searchable, collaborative repository. CraftNote: A cross-platform AI meeting assistant that transcribes and summarizes conversations, identifies speakers, and can join calls on major meeting platforms. Here's where each one pulls ahead on pricing, features, and the meetings it suits best.
Condens: UX research platform for storing, transcribing, tagging, and analyzing user interviews in a searchable, collaborative repository. Cresta: Enterprise contact-center AI platform combining real-time agent assist, autonomous AI agents, and conversation intelligence. We compare them on cost, capture approach, and day-to-day fit so you can choose faster.
Condens: UX research platform for storing, transcribing, tagging, and analyzing user interviews in a searchable, collaborative repository. Cuebo: AI sales coaching platform with a roleplay arena of video-avatar buyers, automated course generation, and call analysis. We compare them on cost, capture approach, and day-to-day fit so you can choose faster.
Condens: UX research platform for storing, transcribing, tagging, and analyzing user interviews in a searchable, collaborative repository. Daglo: Korean all-in-one AI notetaker by Action Power that records, transcribes, and summarizes meetings and lectures, with strong Korean recognition and post-recording tools. Below, they line up on price, capture method, and how each fits a real meeting stack.
Condens: UX research platform for storing, transcribing, tagging, and analyzing user interviews in a searchable, collaborative repository. Daisy: Local-first, open-source macOS meeting recorder and AI notes app that transcribes on-device and exposes meetings to AI tools through a local MCP server. The right pick comes down to team size, budget, and the workflows you want to automate.
Condens: UX research platform for storing, transcribing, tagging, and analyzing user interviews in a searchable, collaborative repository. Deepting: Real-time AI transcription and meeting summary app for meetings, interviews, and lectures across mobile and web. Here's where each one pulls ahead on pricing, features, and the meetings it suits best.
Condens: UX research platform for storing, transcribing, tagging, and analyzing user interviews in a searchable, collaborative repository. Demodesk: AI sales meeting platform that records, transcribes, coaches reps, and automates note-taking, follow-ups, and CRM updates. Here's where each one pulls ahead on pricing, features, and the meetings it suits best.
Condens: UX research platform for storing, transcribing, tagging, and analyzing user interviews in a searchable, collaborative repository. DepoDash: Cloud court-reporting platform delivering verbatim deposition transcription via AI, stenographers, or voice writers. Here's where each one pulls ahead on pricing, features, and the meetings it suits best.
Condens: UX research platform for storing, transcribing, tagging, and analyzing user interviews in a searchable, collaborative repository. Deposely: AI deposition platform for litigators covering prep, real-time insights, and transcript review and summaries. The right pick comes down to team size, budget, and the workflows you want to automate.