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. Sam (HeySam): Multi-agent AI sales copilot that joins calls, records and analyzes meetings, and assists sales engineers in Slack. 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 Sam (HeySam) when capturing and sharing meeting summaries and crm updates in slack matters most. Try them side by side on real calls before deciding — needs vary by team.
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.
Multi-agent AI sales copilot that joins calls, records and analyzes meetings, and assists sales engineers in Slack.
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
Sam, from HeySam, is a multi-agent AI sales copilot designed to capture, analyze, and act on insights from sales conversations. It joins and records calls across Zoom, Microsoft Teams, and Google Meet, then turns the meeting data into call summaries, video recaps, and CRM updates that are delivered into Slack, where many of its users work. A distinguishing feature is its AI Sales Engineer agent, which provides real-time call support and answers technical product questions on Slack, helping reps respond to buyer queries without pulling in a human sales engineer for every meeting. Additional agents include an AI RFP Copilot that completes RFPs in Google Sheets using data drawn from calls, an Ask AI customer-facing bot for documentation and communities, and a Sizzle Reel feature that produces short video summaries for follow-ups. Positioned as conversation intelligence for startups that live in Slack, Sam is aimed at sales representatives, sales engineers, sales managers, and broader go-to-market teams that want to automatically share technical expertise and capture insights from every sales meeting. Pricing varies by plan. Check the official website for current pricing.
Best suited for
AILYZE is a free tier with paid upgrades (freemium); Sam (HeySam) is a free tier with paid upgrades (freemium). Always confirm current pricing on each vendor's site before buying.
| Feature | AILYZE | Sam (HeySam) |
|---|---|---|
| Core capability | AI Avatar Interviewer that autonomously conducts semi-structured voice interviews in multiple languages | Joins and records calls on Zoom, Teams, and Google Meet |
| Standout feature | Audio and video transcription of uploaded files (MP3, WAV, MP4, AVI and more) | AI Sales Engineer that answers technical questions in real time on Slack |
| Team usage | AI thematic analysis with automated theme extraction and coding | Call summaries, video recaps, and CRM updates delivered to Slack |
| Integrations | Content and frequency analysis across data segments | AI RFP Copilot that completes RFPs in Google Sheets from call data |
| Languages & capture | Chat-with-your-document AI assistant for conversational querying | Sizzle Reel short video summaries for follow-ups |
| Best-fit workflow | Support for 100+ languages including colloquial dialects | Customer-facing Ask AI bot for documentation and communities |
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.
Sam (HeySam)
Choose Sam (HeySam) if you need supporting reps with real-time technical answers during sales calls — strengths include surfaces sales-engineering expertise on calls without a human se on every meeting.
AILYZE
Sam (HeySam)
It depends on your workflow. AILYZE is strong for conducting and transcribing ai-led research interviews at scale, while Sam (HeySam) is strong for supporting reps with real-time technical answers during sales calls. Both transcribe and summarize meetings.
AILYZE is a free tier with paid upgrades and Sam (HeySam) is a free tier with paid upgrades. Check each vendor's pricing page for the latest plans and free-tier limits.
Yes. Many teams run more than one meeting assistant when the workflows are complementary.
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