AILYZE: AILYZE is an AI qualitative data analysis platform that transcribes interviews and conducts autonomous AI voice interviews, then generates themes, summaries, and insights from the resulting text. Convin: AI conversation intelligence platform for contact centers and sales teams that records, transcribes, and scores calls, chats, and emails. Below, they line up on price, capture method, and how each fits a real meeting stack.
How Hosiqo compares and tests toolsFinal recommendation
Shortlist AILYZE when conducting and transcribing ai-led research interviews at scale matters most, and Convin when coaching agents with real-time cues and post-call scoring matters most. Run both through a week of actual calls to see which suits your workflow.
AILYZE is an AI qualitative data analysis platform that transcribes interviews and conducts autonomous AI voice interviews, then generates themes, summaries, and insights from the resulting text.
AI conversation intelligence platform for contact centers and sales teams that records, transcribes, and scores calls, chats, and emails.
AILYZE is a web-based AI platform for qualitative data analysis, built primarily for researchers, academics, and organizations working with unstructured data. Beyond analyzing uploaded text, it offers an AI Avatar Interviewer that autonomously conducts semi-structured voice interviews in multiple languages, capturing participant responses and automatically transcribing them. Users can also upload audio and video files (such as MP3, WAV, MP4, and AVI) for transcription, after which the transcripts can be analyzed alongside documents. Once data is captured, AILYZE applies AI-driven thematic analysis, content and frequency analysis, cross-segment comparison, summarization, and a chat-with-your-document feature, producing reports and visualizations. It accepts documents (PDF, DOCX) and spreadsheets (XLSX, CSV) and supports 100+ languages, including colloquial dialects. The product emphasizes data security, stating uploaded data is encrypted and not used to train its models. It is used by academic researchers, universities, healthcare organizations, and non-profits, and is accessed entirely through the browser without local installation.
Best suited for
Convin is an AI-backed conversation intelligence platform built primarily for contact centers and sales teams that handle high volumes of customer interactions. Its core function is to capture and analyze the full range of conversations, recording calls and ingesting chats and emails, then generating transcriptions and concise summaries for each interaction. On top of that data, Convin's AI analyzes conversations to detect buying signals, objections, competitor mentions, sentiment shifts, and recurring pain points, and it builds searchable conversation libraries. The platform applies automated call scoring for quality, sentiment, and compliance, which replaces sampling-based manual QA by evaluating interactions at scale rather than a small subset. Convin also offers real-time coaching cues and agent assistance during live calls, along with role-based dashboards for agents, managers, and leaders so each can see relevant performance data. It integrates with CRM systems to capture action items and next steps for follow-up. Convin serves regulated and high-volume industries such as fintech, banking, healthcare, real estate, and retail, and is aimed at teams that want data-driven coaching and quality assurance rather than subjective spot checks. Pricing varies by plan. Check the official website for current pricing.
Best suited for
AILYZE is a free tier with paid upgrades (freemium); Convin is a free tier with paid upgrades (freemium). Always confirm current pricing on each vendor's site before buying.
| Feature | AILYZE | Convin |
|---|---|---|
| Core capability | AI Avatar Interviewer that autonomously conducts semi-structured voice interviews in multiple languages | Automatic recording and transcription of calls, chats, and emails |
| Standout feature | Audio and video transcription of uploaded files (MP3, WAV, MP4, AVI and more) | AI call scoring for quality, sentiment, and compliance |
| Team usage | AI thematic analysis with automated theme extraction and coding | Real-time agent coaching cues and live assistance |
| Integrations | Content and frequency analysis across data segments | Searchable conversation library with buying-signal and objection detection |
| Languages & capture | Chat-with-your-document AI assistant for conversational querying | Role-based dashboards for agents, managers, and leaders |
| Best-fit workflow | Support for 100+ languages including colloquial dialects | Automatic recording and transcription of calls, chats, and emails |
AILYZE
Choose AILYZE if you need conducting and transcribing ai-led research interviews at scale — strengths include combines interview capture, transcription, and qualitative analysis in one web-based platform.
Convin
Choose Convin if you need automating quality assurance across all contact-center interactions — strengths include analyzes interactions across voice, chat, and email channels.
AILYZE
Convin
It depends on your workflow. AILYZE is strong for conducting and transcribing ai-led research interviews at scale, while Convin is strong for automating quality assurance across all contact-center interactions. Both transcribe and summarize meetings.
AILYZE is a free tier with paid upgrades and Convin 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.
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