Aviso AI: End-to-end AI revenue platform whose conversation intelligence records and analyzes sales calls and meetings for B2B revenue teams. Userology: Vision-aware AI UX research agent that moderates usability and concept-testing interviews and reports task metrics and insights. Here's where each one pulls ahead on pricing, features, and the meetings it suits best.
How Hosiqo compares and tests toolsFinal recommendation
Shortlist Aviso AI when revenue teams analyzing sales calls alongside pipeline and forecast data matters most, and Userology when scaling generative ux interviews without researcher bottlenecks matters most. Run both through a week of actual calls to see which suits your workflow.
End-to-end AI revenue platform whose conversation intelligence records and analyzes sales calls and meetings for B2B revenue teams.
Vision-aware AI UX research agent that moderates usability and concept-testing interviews and reports task metrics and insights.
Aviso AI is an end-to-end AI revenue platform for B2B sales and revenue operations teams that combines forecasting, pipeline inspection, deal intelligence, and conversation intelligence in one system. Within its conversation intelligence module, Aviso records and transcribes both online meetings (via Zoom, Microsoft Teams, and Google Meet) and offline or in-person conversations, then analyzes them to surface coaching opportunities, buyer sentiment, and deal signals. It applies natural language processing and acoustic analysis to detect sentiment and emotion through tone, pitch, and pace, and generates smart transcripts and visual summaries that highlight keywords, decision-maker comments, and next steps. Its MIKI generative-AI assistant lets users query past conversations in natural language instead of scrubbing through transcripts, and a deal room centralizes recordings, transcripts, and related communications. Aviso ties these conversation insights back to pipeline health and forecasting so managers can connect rep behavior on calls to revenue outcomes. It is primarily aimed at mid-market and enterprise revenue teams that want a single AI-native platform rather than multiple point tools. Pricing varies by plan. Check the official website for current pricing.
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
Aviso AI 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 | Aviso AI | Userology |
|---|---|---|
| Core capability | Records and transcribes online and in-person sales meetings | Vision-aware AI moderator that observes on-screen task completion |
| Standout feature | Sentiment and emotion analysis using text and acoustic markers | Context-aware follow-ups with silence detection and glitch handling |
| Team usage | MIKI generative-AI assistant for natural-language querying of conversations | Multiple methods: voice interviews, prototype testing, live product research, diary studies |
| Integrations | Smart transcripts and auto-summaries with keywords and next steps | Automated reports with transcripts, insights, and task-based metrics |
| Languages & capture | Deal room centralizing recordings, transcripts, and deal communications | Chat-with-your-research data exploration |
| Best-fit workflow | Conversation insights tied to pipeline inspection and forecasting | Built-in panel recruitment plus User Interviews integration, 40+ languages |
Aviso AI
Choose Aviso AI if you need revenue teams analyzing sales calls alongside pipeline and forecast data — strengths include connects conversation intelligence directly to forecasting and deal data.
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.
Aviso AI
Userology
It depends on your workflow. Aviso AI is strong for revenue teams analyzing sales calls alongside pipeline and forecast data, while Userology is strong for ai-moderated usability and prototype testing of apps and web products. Both transcribe and summarize meetings.
Aviso AI 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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