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. RowebAI records 0 monthly visits with 0% growth and Freemium pricing.

AI session replay and heatmaps that explain what your visitors are really doing
| Dimension / Metric | ![]() | ![]() |
|---|---|---|
| Official Domain | dify.ai | rowebai.com |
| Pricing Model | Freemium | Freemium |
| Monthly Visits | 819.69K (819,691) | 0 (0) |
| MoM Traffic Delta | -144.26K (-15%) |
| 0 (0%) |
| Primary Market & Share | 🇨🇳 China (46.7%) | 🌐 Global (—) |
|---|
| Direct Visits / mo | 470.6K | 0 |
|---|
| User Rating | 4.8 | 4.2 |
|---|
| 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.

AI session replay and heatmaps that explain what your visitors are really doing
Heatmaps are generated automatically for every page in the background, with no manual tagging, and annotated by AI in plain language so you know what is working.
Every click, scroll, tap and keystroke is replayed like a video, and AI summaries explain what the user was trying to do, where they got stuck and what caught their attention.
RowebAI detects recurring behaviour that drives drop-off or conversions, such as rage clicks or checkout exits, and can alert you in real time on higher plans.
A single snippet runs in the background without affecting load times or Core Web Vitals, and works on any platform including WordPress, Webflow and custom builds.
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.

Free / Open-sourceA self-hosted chat interface for running local LLMs, though lighter on complex visual workflow orchestration.
#3
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.

AI SEO manager that tracks rankings and AI answers, then does the work

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.

AI-powered product growth platform for onboarding, adoption and retention
Find the revenue leaks on your site with CRO, heatmaps and analytics
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.
AI SEO manager that tracks rankings and AI answers, then does the work
Focuses on visual drag-and-drop orchestration for building chatbots and autonomous agents without writing code.
AI-powered product growth platform for onboarding, adoption and retention
Find the revenue leaks on your site with CRO, heatmaps and analytics