
Free / Open-sourceAutomate work across thousands of apps — no code required
Dify records 819,691 monthly visits with -15% month-over-month growth and Freemium pricing. Ripplica records 0 monthly visits with 0% growth and Contact for Pricing pricing.

Record a browser workflow once — AI agents run it everywhere
| Dimension / Metric | ![]() | ![]() |
|---|---|---|
| Official Domain | dify.ai | ripplica.com |
| Pricing Model | Freemium | Contact for Pricing |
| 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 | 4.1 |
| 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.

Record a browser workflow once — AI agents run it everywhere
Demonstrate a workflow a single time in the browser and let agents replay it across web apps, avoiding brittle scripts and API dependencies.
Runs automated workflows from the cloud so tasks keep executing without keeping a workstation or browser session open.
Prebuilt capabilities for healthcare, marketing, content creation and QA rather than a single generic automation tool.
Generate realistic doctor or brand avatars and produce educational videos, profiles, landing pages and campaign copy without shoots.

Free / Open-sourceAutomate work across thousands of apps — no code required
Free / Open-sourceOpen-source workflow automation built for AI agents and technical teams
Free / Open-sourceOpen-source workflow automation built for AI agents and technical teams
No-code builder for custom AI agents and workflows
No-code builder for custom AI agents and workflows
Free / Open-sourceGenAI-native end-to-end QA agent that plans, writes and heals tests in plain language

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-sourceBuild, share, and control AI agents that actually do the work
Free / Open-sourceBuild, share, and control AI agents that actually do the work

Free / Open-sourceA secure environment where teams build, deploy and govern AI agents, apps and automations
Free / Open-sourceA secure environment where teams build, deploy and govern AI agents, apps and automations
Free / Open-sourceOpen-source AI automation that unifies agents, flows and 770+ app integrations
Free / Open-sourceOpen-source AI automation that unifies agents, flows and 770+ app integrations

Free / Open-sourceNo-code AI agents and agent teams for real business workflows
Free / Open-sourceNo-code AI agents and agent teams for real business workflows

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.