Free / Open-sourceAn open-source automation powerhouse with deep app connectors, though less specialized for native LLM prompt chaining.
#1Dify records 819,691 monthly visits with -15% month-over-month growth and Freemium pricing. Typebot records 10,655 monthly visits with -60.1% growth and Freemium, Free Trial, Contact for Pricing pricing.

Build and deploy interactive chatbots without code
| Dimension / Metric | ![]() | ![]() |
|---|---|---|
| Official Domain | dify.ai | typebot.io |
| Pricing Model | Freemium | Freemium, Free Trial, Contact for Pricing |
| Monthly Visits | 819.69K (819,691) | 10.66K (10,655) |
| MoM Traffic Delta |
| -144.26K (-15%) |
| -16.06K (-60.1%) |
| Primary Market & Share | 🇨🇳 China (46.7%) | 🇧🇷 Brazil (89.1%) |
|---|
| Direct Visits / mo | 470.6K | 4.69K |
|---|
| User Rating | 4.8 | 4.8 |
|---|
| Supported Platforms | Website | Website |
|---|

Build, deploy, and govern production-ready agentic AI workflows
A visual canvas where retrieval, branching, tool calls, human review, and model steps form a visible, testable execution path you can debug and hand off.
Create agents through chat or manual configuration, give them skills, tools, and knowledge, then ship them as apps, embeds, or reusable nodes inside workflows.
Build repeatable ingestion pipelines for documents, sites, and drives, with extraction, cleaning, chunking, indexing, and retrieval testing before you go live.
Install model providers, tools, data sources, and MCP integrations once and reuse approved plugins across every app in the workspace.

Build and deploy interactive chatbots without code
Drag and drop text, images, videos, buttons, date pickers, payment inputs and more to build branching conversations without writing code.
Build once and publish to custom domains, embedded containers, popups, chat bubbles, WhatsApp or via HTTP API requests.
Connect OpenAI, Google Sheets, Google Analytics, Meta Pixel, Zapier, Make and more, plus your own JavaScript and CSS.
Track drop-off and completion rates, export results to CSV and monitor performance to optimise your conversation strategy.
Free / Open-sourceAn open-source automation powerhouse with deep app connectors, though less specialized for native LLM prompt chaining.
#1Offers a streamlined no-code builder for deploying custom AI agents, but lacks Dify's open-source flexibility.

Build autonomous AI agents for WhatsApp, email, voice, and every channel your customers use.


Free / Open-sourceA self-hosted chat interface for running local LLMs, though lighter on complex visual workflow orchestration.

SpecialistProvides advanced programmatic frameworks for document parsing and RAG pipelines, but requires coding instead of visual canvases.

Free / Open-sourceAn open-source automation platform combining visual flows with AI steps, though geared more towards general app integration.

Built for scaling multi-agent workforces and B2B task automation, though less focused on open-source RAG pipelines.

Focuses on visual drag-and-drop orchestration for building chatbots and autonomous agents without writing code.

Provides an all-in-one visual workspace for building custom AI agents and publishing them to messaging platforms.

SpecialistTurn every chat into a sale with AI agents on WhatsApp and Instagram

Free / Open-sourceAn open-source AI workspace providing visual workflow builders for designing and governing agent systems.

Build no-code AI agents and chatbots for WhatsApp and your website
Free / Open-sourceAn open-source automation powerhouse with deep app connectors, though less specialized for native LLM prompt chaining.
Offers a streamlined no-code builder for deploying custom AI agents, but lacks Dify's open-source flexibility.
Free / Open-sourceA self-hosted chat interface for running local LLMs, though lighter on complex visual workflow orchestration.
SpecialistProvides advanced programmatic frameworks for document parsing and RAG pipelines, but requires coding instead of visual canvases.
Free / Open-sourceAn open-source automation platform combining visual flows with AI steps, though geared more towards general app integration.
Built for scaling multi-agent workforces and B2B task automation, though less focused on open-source RAG pipelines.
Focuses on visual drag-and-drop orchestration for building chatbots and autonomous agents without writing code.
SpecialistTurn every chat into a sale with AI agents on WhatsApp and Instagram
Build no-code AI agents and chatbots for WhatsApp and your website