Dify records 819,691 monthly visits with -15% month-over-month growth and Freemium pricing. Koah records 14,865 monthly visits with -13.7% growth and Contact for Pricing pricing.
Build, deploy, and govern production-ready agentic AI workflows
The ad network built for AI
| Dimension / Metric | | |
|---|---|---|
| Official Domain | dify.ai | koahlabs.com |
| Pricing Model | Freemium | Contact for Pricing |
| Monthly Visits | 819.69K (819,691) | 14.87K (14,865) |
| MoM Traffic Delta | -144.26K (-15%) | -2.36K (-13.7%) |
| Primary Market & Share | 🇨🇳 China (46.7%) | 🇺🇸 United States (86.2%) |
| Direct Visits / mo | 470.6K | 5.95K |
| User Rating | 4.8 | 3.8 |
| 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.
The ad network built for AI
Ads are matched from generative inputs and in-product signals rather than third-party proxies, so relevance is based on what the user is actually asking.
User, context and memory signals are evaluated at inference time, so placements respond to the ongoing conversation instead of a pre-computed audience segment.
Formats are designed to integrate into the interaction — assistant answers, agent workflows and messaging-style surfaces — instead of being layered on top as banners.
AI app developers add an SDK to turn inference traffic into revenue, with documentation, changelog and status pages maintained for integrators.
Free / Open-sourceAn open-source automation powerhouse with deep app connectors, though less specialized for native LLM prompt chaining.
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.
Offers a streamlined no-code builder for deploying custom AI agents, but lacks Dify's open-source flexibility.
Free / Open-sourceAI-first WhatsApp marketing and engagement platform built on official WhatsApp Business APIs
Free / Open-sourceAI-first WhatsApp marketing and engagement platform built on official WhatsApp Business APIs
Free / Open-sourceA self-hosted chat interface for running local LLMs, though lighter on complex visual workflow orchestration.
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.
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.
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.
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.
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.
Free / Open-sourceAn open-source AI workspace providing visual workflow builders for designing and governing agent systems.
Free / Open-sourceRun ad research, creation, and optimization from your AI agent
Free / Open-sourceRun ad research, creation, and optimization from your AI agent
Free / Open-sourceAn open-source drag-and-drop builder specifically designed for chaining foundation models into automated AI pipelines.
Free / Open-sourceAn open-source drag-and-drop builder specifically designed for chaining foundation models into automated AI pipelines.
