Convin: AI conversation intelligence platform for contact centers and sales teams that records, transcribes, and scores calls, chats, and emails. IceCubes: Bot-free Chrome and Edge extension that reads a meeting platform's own captions to transcribe and summarize Meet, Zoom, and Teams calls. Here's where each one pulls ahead on pricing, features, and the meetings it suits best.
How Hosiqo compares and tests toolsFinal recommendation
Shortlist Convin when automating quality assurance across all contact-center interactions matters most, and IceCubes when sales reps who want call summaries automatically tied to crm records matters most. Run both through a week of actual calls to see which suits your workflow.
AI conversation intelligence platform for contact centers and sales teams that records, transcribes, and scores calls, chats, and emails.
Bot-free Chrome and Edge extension that reads a meeting platform's own captions to transcribe and summarize Meet, Zoom, and Teams calls.
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
IceCubes is an AI meeting assistant distributed as a browser extension for Chrome and Edge that captures meetings without sending a bot participant into the call. Instead of joining as a separate attendee, the extension reads the transcript directly from the conferencing platform's built-in closed-captioning service and maps speaker names from the meeting interface, then layers AI processing on top. It works with the web clients of Google Meet, Zoom, and Microsoft Teams, and supports additional platforms through web tab sharing. After a meeting, IceCubes produces AI summaries, extracts action items, and surfaces conversation insights, with custom 'Smart Tags' for pulling out specific information the user cares about. For revenue teams it adds sales-oriented features such as matching meetings to contacts, deals, and accounts in Salesforce and HubSpot, plus coaching and qualification frameworks. Because it relies on native captions rather than a visible recorder, it is positioned as avoiding the disruption and IT-policy friction of bot-based notetakers. The product is actively maintained, offers a free transcription tier without a credit card, and is operating in 2025-2026. Pricing varies by plan. Check the official website for current pricing.
Best suited for
Convin is a free tier with paid upgrades (freemium); IceCubes is a free tier with paid upgrades (freemium). Always confirm current pricing on each vendor's site before buying.
| Feature | Convin | IceCubes |
|---|---|---|
| Core capability | Automatic recording and transcription of calls, chats, and emails | Chrome and Edge browser extensions |
| Standout feature | AI call scoring for quality, sentiment, and compliance | Bot-free capture by reading the platform's own closed captions |
| Team usage | Real-time agent coaching cues and live assistance | Speaker identification mapped from the meeting UI |
| Integrations | Searchable conversation library with buying-signal and objection detection | AI summaries, action items, and custom Smart Tags |
| Languages & capture | Role-based dashboards for agents, managers, and leaders | Supports Google Meet, Zoom, and Microsoft Teams web clients |
| Best-fit workflow | Automatic recording and transcription of calls, chats, and emails | CRM matching to contacts, deals, and accounts in Salesforce and HubSpot |
Convin
Choose Convin if you need automating quality assurance across all contact-center interactions — strengths include analyzes interactions across voice, chat, and email channels.
IceCubes
Choose IceCubes if you need teams that need notes without a bot joining due to it or compliance constraints — strengths include no visible recording bot, reducing meeting disruption and policy friction.
Convin
IceCubes
It depends on your workflow. Convin is strong for automating quality assurance across all contact-center interactions, while IceCubes is strong for teams that need notes without a bot joining due to it or compliance constraints. Both transcribe and summarize meetings.
Convin is a free tier with paid upgrades and IceCubes is a free tier with paid upgrades. Check each vendor's pricing page for the latest plans and free-tier limits.
Sure. Running both makes sense when their strengths don't overlap and the budget allows.
More head-to-head comparisons involving Convin and IceCubes.
Convin: AI conversation intelligence platform for contact centers and sales teams that records, transcribes, and scores calls, chats, and emails. Convo: Bot-free real-time AI meeting assistant for Mac and Windows that transcribes calls, suggests replies live, and syncs notes to Slack, Notion, and HubSpot. This comparison weighs them on pricing, features, and everyday workflow fit.
Convin: AI conversation intelligence platform for contact centers and sales teams that records, transcribes, and scores calls, chats, and emails. CraftNote: A cross-platform AI meeting assistant that transcribes and summarizes conversations, identifies speakers, and can join calls on major meeting platforms. Which one wins depends on your platform mix, budget, and how hands-off you want notes to be.
Convin: AI conversation intelligence platform for contact centers and sales teams that records, transcribes, and scores calls, chats, and emails. Cresta: Enterprise contact-center AI platform combining real-time agent assist, autonomous AI agents, and conversation intelligence. The right pick comes down to team size, budget, and the workflows you want to automate.
Convin: AI conversation intelligence platform for contact centers and sales teams that records, transcribes, and scores calls, chats, and emails. Cuebo: AI sales coaching platform with a roleplay arena of video-avatar buyers, automated course generation, and call analysis. The right pick comes down to team size, budget, and the workflows you want to automate.
Convin: AI conversation intelligence platform for contact centers and sales teams that records, transcribes, and scores calls, chats, and emails. 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. We compare them on cost, capture approach, and day-to-day fit so you can choose faster.
Convin: AI conversation intelligence platform for contact centers and sales teams that records, transcribes, and scores calls, chats, and emails. 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. This comparison weighs them on pricing, features, and everyday workflow fit.
Convin: AI conversation intelligence platform for contact centers and sales teams that records, transcribes, and scores calls, chats, and emails. Deepting: Real-time AI transcription and meeting summary app for meetings, interviews, and lectures across mobile and web. The right pick comes down to team size, budget, and the workflows you want to automate.
Convin: AI conversation intelligence platform for contact centers and sales teams that records, transcribes, and scores calls, chats, and emails. Demodesk: AI sales meeting platform that records, transcribes, coaches reps, and automates note-taking, follow-ups, and CRM updates. Which one wins depends on your platform mix, budget, and how hands-off you want notes to be.
Convin: AI conversation intelligence platform for contact centers and sales teams that records, transcribes, and scores calls, chats, and emails. DepoDash: Cloud court-reporting platform delivering verbatim deposition transcription via AI, stenographers, or voice writers. Below, they line up on price, capture method, and how each fits a real meeting stack.
Convin: AI conversation intelligence platform for contact centers and sales teams that records, transcribes, and scores calls, chats, and emails. Deposely: AI deposition platform for litigators covering prep, real-time insights, and transcript review and summaries. We compare them on cost, capture approach, and day-to-day fit so you can choose faster.
Convin: AI conversation intelligence platform for contact centers and sales teams that records, transcribes, and scores calls, chats, and emails. Descript: Video/podcast editor with transcription and meeting recording The right pick comes down to team size, budget, and the workflows you want to automate.
Convin: AI conversation intelligence platform for contact centers and sales teams that records, transcribes, and scores calls, chats, and emails. Dialpad: AI-powered communications platform with a sales dialer that provides real-time transcription, live coaching cards, and post-call summaries. This comparison weighs them on pricing, features, and everyday workflow fit.