CleverX: CleverX is an AI-first B2B research platform that runs AI-moderated and human-moderated interviews, surveys, and usability tests with auto-transcription and analysis. Outset: AI-moderated research platform that runs multimodal interviews at scale and auto-synthesizes themes, quotes, and highlight reels. The right pick comes down to team size, budget, and the workflows you want to automate.
How Hosiqo compares and tests toolsFinal recommendation
Shortlist CleverX when running ai-moderated user interviews at scale with automatic transcription matters most, and Outset when continuous customer discovery with rapid automated synthesis matters most. Run both through a week of actual calls to see which suits your workflow.
CleverX is an AI-first B2B research platform that runs AI-moderated and human-moderated interviews, surveys, and usability tests with auto-transcription and analysis.
AI-moderated research platform that runs multimodal interviews at scale and auto-synthesizes themes, quotes, and highlight reels.
CleverX is an AI-native research platform that helps product teams, designers, and UX researchers go from question to insight by designing studies, recruiting participants, and analyzing results in one place. It supports multiple methods including AI-moderated interviews, human-moderated 1:1 interviews, moderated and unmoderated usability tests, and surveys. AI moderators with configurable voice, tone, and probing style conduct natural conversations that follow up and probe deeper at scale, with auto-transcription covering every session and AI highlight reels generating chapter-based clips. Human-moderated interviews are run as live video sessions through Google Meet, Zoom, or Teams, with smart scheduling, real-time transcription, and observer rooms. The platform recruits from a pool described as over 8 million verified participants across industries and languages, and surfaces themes, quotes, and reports that export to PDF, DOCX, or CSV. Fraud protection, behavior monitoring, and end-to-end encryption support data reliability. It is aimed at companies needing fast, qualitative and quantitative customer and B2B research.
Best suited for
Outset is an all-in-one AI-moderated research platform that combines conversational AI with behavioral and emotional analysis to run qualitative interviews at scale. Its AI moderator conducts natural, adaptive conversations via video, voice, or text, dynamically probing based on audio and visual cues to uncover detail beyond surface-level answers, and supports interviews in effectively any language across a broad set of countries. Researchers set up interview guides quickly with help from automated logic, including advanced probing rules and intelligent question skipping, and the platform can field hundreds of interviews simultaneously. Built-in recruitment provides access to a very large pool of potential participants across many geographies, or teams can bring their own audience. After interviews complete, Outset automatically synthesizes results into relevant summaries, themes, powerful quotes, and customizable highlight reels without manual tagging, and generates shareable outputs including custom AI-generated reports, highlight reels, and slide decks for stakeholders. Most teams complete interviews within hours and receive AI-synthesized summaries minutes later. The company is venture-backed and reports adoption by large enterprises using the platform to accelerate or replace traditional market research methods. Pricing varies by plan. Check the official website for current pricing.
Best suited for
CleverX is a free tier with paid upgrades (freemium); Outset is a free tier with paid upgrades (freemium). Always confirm current pricing on each vendor's site before buying.
| Feature | CleverX | Outset |
|---|---|---|
| Core capability | AI-moderated interviews with configurable voice, tone, and adaptive probing follow-ups | AI moderator conducting multimodal video, voice, and text interviews |
| Standout feature | Auto-transcription and real-time transcription of interview sessions | Dynamic probing driven by audio and visual cues |
| Team usage | AI highlight reels that generate chapter-based clips from each interview | Automated interview-guide setup with probing rules and smart skipping |
| Integrations | Human-moderated live 1:1 video interviews via Google Meet, Zoom, or Teams | Hundreds of simultaneous interviews with built-in recruitment |
| Languages & capture | Participant recruitment from a large pool of verified professionals | Automatic synthesis into summaries, themes, quotes, and highlight reels |
| Best-fit workflow | Automated analysis surfacing themes and quotes, exportable as PDF, DOCX, or CSV | Stakeholder outputs including custom reports and slide decks |
CleverX
Choose CleverX if you need running ai-moderated user interviews at scale with automatic transcription — strengths include combines recruitment, interviewing, transcription, and analysis in a single platform.
Outset
Choose Outset if you need running large-scale qualitative interviews for market research — strengths include runs large volumes of interviews in parallel with fast synthesis.
CleverX
Outset
It depends on your workflow. CleverX is strong for running ai-moderated user interviews at scale with automatic transcription, while Outset is strong for running large-scale qualitative interviews for market research. Both transcribe and summarize meetings.
CleverX is a free tier with paid upgrades and Outset 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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