Aqua Voice: Aqua Voice is an AI-powered, system-wide voice dictation app that turns speech into refined text in real time across the apps you already use on Mac and iPhone. Userology: Vision-aware AI UX research agent that moderates usability and concept-testing interviews and reports task metrics and insights. 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 Aqua Voice when dictating emails, documents, and slack messages hands-free across desktop apps matters most, and Userology when scaling generative ux interviews without researcher bottlenecks matters most. Try them side by side on real calls before deciding — needs vary by team.
Aqua Voice is an AI-powered, system-wide voice dictation app that turns speech into refined text in real time across the apps you already use on Mac and iPhone.
Vision-aware AI UX research agent that moderates usability and concept-testing interviews and reports task metrics and insights.
Aqua Voice is an AI dictation tool built by Aqua Voice, Inc. (a Y Combinator startup) that converts spoken words into written text in real time. Rather than a standalone transcription window, it works system-wide: users hold a key (such as Space) and speak, and the dictated text is inserted into whatever app is in focus, including Gmail, Google Docs, Slack, code editors, and AI chat tools. It runs on macOS and iOS, with the iPhone app now live. Aqua is powered by Avalon, the company's proprietary speech-to-text model trained on prompt-style speech, code, and email, and it refines grammar and phrasing as you talk. It supports context awareness of on-screen content, a custom dictionary for technical terms and names, natural-language editing commands ("make this a list," "rephrase that"), style adaptation, and multilingual input across dozens of languages. It is aimed at developers, knowledge workers, and content creators who want a faster alternative to typing for emails, documents, messages, prompts, and code.
Best suited for
Userology is an AI UX research platform built around a vision-aware AI moderator that conducts user research interviews and usability tests at scale. Unlike text-only interview bots, its moderator can watch participants complete tasks on screen, layering in interaction analysis to evaluate how users actually navigate a product, and it asks context-aware follow-up questions, detects silence, and handles technical glitches during a session. The platform supports several research methods, including generative voice interviews, prototype testing with Figma links, live product research on existing Android, iOS, and web experiences, and diary studies, with additional evaluative methods noted as in development. It supports moderation in 40-plus languages and offers built-in participant recruitment from a large panel, plus an integration with User Interviews for additional targeting, screening, and recruitment. After sessions, Userology automatically generates reports that combine transcripts, qualitative and quantitative patterns, and key metrics, and it lets teams chat with their research data to dig into findings. The product positions itself as a way for product and design teams to compress research timelines from weeks to days while reducing the manual hours typically required for moderating and analyzing studies. Pricing varies by plan. Check the official website for current pricing.
Best suited for
Aqua Voice is a free tier with paid upgrades (freemium); Userology is a free tier with paid upgrades (freemium). Always confirm current pricing on each vendor's site before buying.
| Feature | Aqua Voice | Userology |
|---|---|---|
| Core capability | System-wide dictation that inserts text into any focused app (Gmail, Docs, Slack, code editors, AI chats) | Vision-aware AI moderator that observes on-screen task completion |
| Standout feature | Avalon proprietary speech-to-text model tuned for technical vocabulary, code, and prompt-style speech | Context-aware follow-ups with silence detection and glitch handling |
| Team usage | Custom dictionary for names, brands, and technical terms | Multiple methods: voice interviews, prototype testing, live product research, diary studies |
| Integrations | Natural-language editing commands like 'make this a list' or 'rephrase that' mid-dictation | Automated reports with transcripts, insights, and task-based metrics |
| Languages & capture | Context awareness of on-screen content, including code syntax | Chat-with-your-research data exploration |
| Best-fit workflow | Multilingual input across dozens of languages | Built-in panel recruitment plus User Interviews integration, 40+ languages |
Aqua Voice
Choose Aqua Voice if you need dictating emails, documents, and slack messages hands-free across desktop apps — strengths include low-friction, system-wide voice input that works inside existing apps with no per-app setup.
Userology
Choose Userology if you need ai-moderated usability and prototype testing of apps and web products — strengths include vision awareness supports usability and prototype testing, not just verbal interviews.
Aqua Voice
Userology
It depends on your workflow. Aqua Voice is strong for dictating emails, documents, and slack messages hands-free across desktop apps, while Userology is strong for ai-moderated usability and prototype testing of apps and web products. Both transcribe and summarize meetings.
Aqua Voice is a free tier with paid upgrades and Userology 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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