Cresta: Enterprise contact-center AI platform combining real-time agent assist, autonomous AI agents, and conversation intelligence. UserBit: UserBit is a qualitative UX research platform that transcribes user-interview recordings and helps teams organize, tag, and analyze research data in one repository. 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 Cresta when assisting contact-center agents in real time during customer conversations matters most, and UserBit when tagging and coding interview transcripts to synthesize insights across a study matters most. Trial each on a few real meetings before you commit — the better fit usually shows fast.
Enterprise contact-center AI platform combining real-time agent assist, autonomous AI agents, and conversation intelligence.
UserBit is a qualitative UX research platform that transcribes user-interview recordings and helps teams organize, tag, and analyze research data in one repository.
Cresta is an enterprise customer-experience AI platform that unifies human and AI agents across voice and digital channels. It captures conversations through integrations with major contact-center systems such as Genesys, NICE, Salesforce, Twilio, and Amazon Connect, then analyzes those interactions at scale to surface behavioral insights and deliver real-time guidance. Its Agent Assist listens to live conversations and provides agents with in-the-moment suggestions, knowledge, and next-best actions, while a Knowledge Agent proactively surfaces context-aware answers without manual prompting. Cresta's conversation intelligence analyzes 100% of interactions to identify the behaviors that drive outcomes, and its automated quality management scores conversations across the board so supervisors gain visibility without manual sampling. The platform also offers autonomous AI agents that can resolve customer conversations end to end, plus an Agent Operations Center that gives supervisors real-time visibility and intervention tools across both human and AI-led conversations. Cresta is built for large enterprise contact centers in industries such as financial services, travel and hospitality, telecommunications, insurance, and healthcare that need real-time assistance, coaching, and analytics at scale. Pricing varies by plan. Check the official website for current pricing.
Best suited for
UserBit is a qualitative user-research platform for product, design, and UX teams, agencies, and freelancers. Users upload audio or video recordings of user interviews, and UserBit's AI generates transcripts in many languages, automatically splitting the text by speaker. A companion video player stays synced to the transcript, so scrolling the text moves the recording and clicking the video seek bar jumps to the matching words. Researchers can add custom vocabulary to improve accuracy and edit transcripts inline. Beyond transcription, the platform manages interview participants, questions, and responses, and lets teams capture qualitative notes and files. Tagging a portion of a transcript automatically creates a video clip of that moment, and a taxonomy/coding system supports synthesis. Analysis tools include charts and correlation maps to surface insights, and UserBit also offers journey-mapping and persona-building modules. It is web-based and centralizes the full research workflow from raw interviews to shareable findings in a single repository.
Best suited for
Cresta is a free tier with paid upgrades (freemium); UserBit is a free tier with paid upgrades (freemium). Always confirm current pricing on each vendor's site before buying.
| Feature | Cresta | UserBit |
|---|---|---|
| Core capability | Real-time Agent Assist with live suggestions and knowledge | AI transcription of uploaded interview audio/video with automatic speaker separation |
| Standout feature | Conversation intelligence analyzing 100% of interactions | Video player synced to the transcript for analysis |
| Team usage | Automated quality management and scoring across all calls | Tagging that auto-generates video clips, plus taxonomy and coding for synthesis |
| Integrations | Knowledge Agent that proactively surfaces context-aware answers | Interview participant, question, and response management |
| Languages & capture | Autonomous AI agents for end-to-end conversation resolution | Qualitative notes and file organization in a central repository |
| Best-fit workflow | Integrations with Genesys, NICE, Salesforce, Twilio, and Amazon Connect | Insight analysis tools including charts and correlation maps, plus journey maps and personas |
Cresta
Choose Cresta if you need assisting contact-center agents in real time during customer conversations — strengths include delivers real-time guidance during live conversations, not just post-call review.
UserBit
Choose UserBit if you need transcribing and analyzing recorded user interviews for ux and product research — strengths include combines transcription with full qualitative-research workflow (tagging, coding, analysis) in one place.
Cresta
UserBit
It depends on your workflow. Cresta is strong for assisting contact-center agents in real time during customer conversations, while UserBit is strong for transcribing and analyzing recorded user interviews for ux and product research. Both transcribe and summarize meetings.
Cresta is a free tier with paid upgrades and UserBit is a free tier with paid upgrades. Check each vendor's pricing page for the latest plans and free-tier limits.
You can — some teams pair them when each covers a different part of the meeting workflow.
More head-to-head comparisons involving Cresta and UserBit.
Cresta: Enterprise contact-center AI platform combining real-time agent assist, autonomous AI agents, and conversation intelligence. 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.
Cresta: Enterprise contact-center AI platform combining real-time agent assist, autonomous AI agents, and conversation intelligence. 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. The right pick comes down to team size, budget, and the workflows you want to automate.
Cresta: Enterprise contact-center AI platform combining real-time agent assist, autonomous AI agents, and conversation intelligence. 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. Which one wins depends on your platform mix, budget, and how hands-off you want notes to be.
Cresta: Enterprise contact-center AI platform combining real-time agent assist, autonomous AI agents, and conversation intelligence. 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.
Cresta: Enterprise contact-center AI platform combining real-time agent assist, autonomous AI agents, and conversation intelligence. 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.
Cresta: Enterprise contact-center AI platform combining real-time agent assist, autonomous AI agents, and conversation intelligence. DepoDash: Cloud court-reporting platform delivering verbatim deposition transcription via AI, stenographers, or voice writers. We compare them on cost, capture approach, and day-to-day fit so you can choose faster.
Cresta: Enterprise contact-center AI platform combining real-time agent assist, autonomous AI agents, and conversation intelligence. Deposely: AI deposition platform for litigators covering prep, real-time insights, and transcript review and summaries. Which one wins depends on your platform mix, budget, and how hands-off you want notes to be.
Cresta: Enterprise contact-center AI platform combining real-time agent assist, autonomous AI agents, and conversation intelligence. Descript: Video/podcast editor with transcription and meeting recording This comparison weighs them on pricing, features, and everyday workflow fit.
Cresta: Enterprise contact-center AI platform combining real-time agent assist, autonomous AI agents, and conversation intelligence. Dialpad: AI-powered communications platform with a sales dialer that provides real-time transcription, live coaching cards, and post-call summaries. The right pick comes down to team size, budget, and the workflows you want to automate.
Cresta: Enterprise contact-center AI platform combining real-time agent assist, autonomous AI agents, and conversation intelligence. Dicte: Privacy-focused AI meeting assistant that records, transcribes, and summarizes meetings and voice notes on mobile and desktop. Which one wins depends on your platform mix, budget, and how hands-off you want notes to be.
Cresta: Enterprise contact-center AI platform combining real-time agent assist, autonomous AI agents, and conversation intelligence. Dovetail: Customer insights platform that centralizes interviews and feedback, with AI transcription, analysis, search, and a research repository. We compare them on cost, capture approach, and day-to-day fit so you can choose faster.
Cresta: Enterprise contact-center AI platform combining real-time agent assist, autonomous AI agents, and conversation intelligence. Dscout: Experience research platform for moderated interviews, diary studies, and usability testing with AI transcription, themes, and analysis. Here's where each one pulls ahead on pricing, features, and the meetings it suits best.