
Free / Open-sourceAI meeting agent that transcribes, summarises, and turns every conversation into searchable knowledge
Free / Open-sourceAI meeting agent that transcribes, summarises, and turns every conversation into searchable knowledge
Karumi records 20,758 monthly visits with -15% month-over-month growth and Contact for Pricing pricing. Sendbird records 203,550 monthly visits with +7.6% growth and Contact for Pricing pricing.

AI demo agent that runs your real product live for every visitor
| Dimension / Metric | ![]() | ![]() |
|---|---|---|
| Official Domain | karumi.ai | sendbird.com |
| Pricing Model | Contact for Pricing | Contact for Pricing |
| Monthly Visits | 20.76K (20,758) | 203.55K (203,550) |
| MoM Traffic Delta | -3.66K (-15%) | +14.33K (+7.6%) |
| Primary Market & Share | 🇺🇸 United States (23.8%) | 🇿🇦 South Africa (24.2%) |
| Direct Visits / mo | 9.8K | 132.64K |
| User Rating | 4.2 | 4.4 |
| Supported Platforms | Website | Website |

AI demo agent that runs your real product live for every visitor
Karumi operates your actual application rather than playing back a recording, so what prospects see always matches the current release and every demo counts as a functional walkthrough.
Visitors can speak, type, and interrupt in their own language, and the agent answers questions on the spot instead of forcing them into a form or a scheduled call.
Recordings, transcripts, questions asked, and suggested next steps are logged into your CRM, giving sales reps context before the first human conversation.
Screens, flows, and video clips are mapped continuously, then exposed via API and MCP so tools like Claude, ChatGPT, or Cursor can build agents and read journey data.

AI customer experience and communications infrastructure for enterprise
Delight AI acts as an AI concierge that delivers hyper-personalized experiences across the entire customer journey.
Purpose-built AI agents handle support, sales, and service conversations with context and memory.
A proven chat, voice, and video API powers billions of conversations each month for enterprise apps.
Connect AI agents to CRM, helpdesk, and business tools so they can act on live customer data.

Free / Open-sourceAI meeting agent that transcribes, summarises, and turns every conversation into searchable knowledge
Free / Open-sourceAI meeting agent that transcribes, summarises, and turns every conversation into searchable knowledge

Stronger native helpdesk and support workflows, but less customizable low-level chat and voice APIs.
SpecialistSuperior voice and contact center features, but less focused on in-app chat SDKs.
SpecialistSuperior voice and contact center features, but less focused on in-app chat SDKs.

SpecialistDeeper integration with e-commerce platforms, but less tailored for custom in-app messaging apps.

SpecialistAI-powered customer conversation platform for B2C messaging at scale
SpecialistAI-powered customer conversation platform for B2C messaging at scale

SpecialistAI-powered shared inbox, live chat, and helpdesk for online businesses
SpecialistAI-powered shared inbox, live chat, and helpdesk for online businesses
Broad enterprise messaging channel coverage, but less polished developer APIs for custom chat.

SpecialistMuch easier no-code chatbot setup from documents, but less robust real-time SDK infrastructure.
SpecialistMuch easier no-code chatbot setup from documents, but less robust real-time SDK infrastructure.

High-end enterprise conversational AI agents, but less developer-centric messaging API flexibility.

SpecialistSuperior visual builder for conversational flows, but lacks Sendbird's turnkey real-time messaging infrastructure.
Free / Open-sourceBuild interactive product demos with AI, then let an AI agent demo and qualify buyers around the clock
Free / Open-sourceBuild interactive product demos with AI, then let an AI agent demo and qualify buyers around the clock

Advanced enterprise concierge agents, but less focused on lightweight developer chat SDK integration.
Advanced enterprise concierge agents, but less focused on lightweight developer chat SDK integration.