Deciphr: Deciphr is an AI platform that transcribes audio and video files and automatically repurposes them into transcripts, show notes, articles, social captions, and video reels. 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 Deciphr when podcasters generating show notes, transcripts, chapters, and clips from each episode 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.
Deciphr is an AI platform that transcribes audio and video files and automatically repurposes them into transcripts, show notes, articles, social captions, and video reels.
Vision-aware AI UX research agent that moderates usability and concept-testing interviews and reports task metrics and insights.
Deciphr is an AI content-automation platform that transcribes audio and video—including podcasts, webinars, and meetings—and turns a single upload into a suite of derived content. After processing a recording, it generates a transcript plus assets such as show notes, episode summaries, chapters, quotes, SEO articles, FAQs, newsletters, social captions, audiograms, and video reels. Its built-in editor supports bulk editing, filler-word filtering, and automated speaker identification, letting users add speaker names and clean up text in-app. An AI chat assistant lets you query a transcript, brainstorm ideas, and pull suggestions from the uploaded content, and batch upload can pull from YouTube channels, playlists, or RSS feeds. Deciphr is aimed primarily at podcasters, YouTubers, webinar hosts, B2B marketers, agencies, and content creators whose main need is repurposing long-form recordings into many marketing assets rather than live meeting capture. It offers a free tier alongside paid Hobbyist, Professional, and Enterprise plans, with API access and advanced batch features available on higher tiers.
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
Deciphr 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 | Deciphr | Userology |
|---|---|---|
| Core capability | AI transcription of audio and video files, including podcasts, webinars, and meetings | Vision-aware AI moderator that observes on-screen task completion |
| Standout feature | Automated repurposing into 75+ asset types (show notes, summaries, articles, FAQs, captions, newsletters) | Context-aware follow-ups with silence detection and glitch handling |
| Team usage | Audiogram and video reel generation, plus an AI clip finder for social media | Multiple methods: voice interviews, prototype testing, live product research, diary studies |
| Integrations | In-app editor with bulk editing, filler-word filtering, and automated speaker identification | Automated reports with transcripts, insights, and task-based metrics |
| Languages & capture | AI chat assistant to query transcripts and brainstorm content ideas | Chat-with-your-research data exploration |
| Best-fit workflow | Batch upload from YouTube channels, playlists, or RSS feeds | Built-in panel recruitment plus User Interviews integration, 40+ languages |
Deciphr
Choose Deciphr if you need podcasters generating show notes, transcripts, chapters, and clips from each episode — strengths include turns one recording into many ready-to-use marketing assets, saving significant manual repurposing time.
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.
Deciphr
Userology
It depends on your workflow. Deciphr is strong for podcasters generating show notes, transcripts, chapters, and clips from each episode, while Userology is strong for ai-moderated usability and prototype testing of apps and web products. Both transcribe and summarize meetings.
Deciphr 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.
Often yes: teams combine tools when one handles capture and another handles analysis.
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