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. SureSteps records 2,335 monthly visits with +43.1% growth and Contact for Pricing pricing.

Turn scattered operations knowledge into interactive mobile guidance for field teams.
| Dimension / Metric | ![]() | ![]() |
|---|---|---|
| Official Domain | dify.ai | suresteps.io |
| Pricing Model | Freemium | Contact for Pricing |
| Monthly Visits | 819.69K (819,691) | 2.34K (2,335) |
| MoM Traffic Delta |
| -144.26K (-15%) |
| +703 (+43.1%) |
| Primary Market & Share | 🇨🇳 China (46.7%) | 🇺🇸 United States (100%) |
|---|
| Direct Visits / mo | 470.6K | 919 |
|---|
| User Rating | 4.8 | 4.3 |
|---|
| 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.

Turn scattered operations knowledge into interactive mobile guidance for field teams.
Turn written procedures into interactive, step-by-step workflows that technicians follow on a phone or tablet while working on equipment.
Deliver OEM- and company-specific instructions across devices and embed them directly into the apps your service team already uses.
Deploy AI assistance built on your team's own documents and reinforced with OEM and industry standards, so answers reflect how your organisation actually works.
Capture field data visually and let technicians collaborate with peers in real time while working on a job.
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
Free / Open-sourceAI-powered knowledge base that turns documents into fast answers

Free / Open-sourceThe documentation platform that keeps docs accurate for people and AI

Free / Open-sourceCustom AI agents trained on your documentation and knowledge base

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.
Interactive knowledge that makes support answers faster and self-service actually work
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.

Free / Open-sourceAI-powered knowledge base that turns documents into fast answers
Free / Open-sourceThe documentation platform that keeps docs accurate for people and AI
Free / Open-sourceCustom AI agents trained on your documentation and knowledge base
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.
Interactive knowledge that makes support answers faster and self-service actually work