Dify records 819,691 monthly visits with -15% month-over-month growth and Freemium pricing. Llumo records 388 monthly visits with +74% growth and Freemium pricing.
Build, deploy, and govern production-ready agentic AI workflows
Free AI search visibility tracking across every major AI model
| Dimension / Metric | | |
|---|---|---|
| Official Domain | dify.ai | llumohq.com |
| Pricing Model | Freemium | Freemium |
| Monthly Visits | 819.69K (819,691) | 388 (388) |
| MoM Traffic Delta | -144.26K (-15%) | +165 (+74%) |
| Primary Market & Share | 🇨🇳 China (46.7%) | 🇵🇰 Pakistan (100%) |
| Direct Visits / mo | 470.6K | 230 |
| 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.
Free AI search visibility tracking across every major AI model
Per-prompt visibility scores for your brand across every supported model, with competitor trend lines over time.
See how often AI names you versus competitors in your market, and which brands are winning the categories you care about.
Reveal which domains and pages AI cites most, track new and lost citations, and find where your brand is missing from the sources shaping answers.
See the expanded searches AI engines actually run for each of your prompts, so you understand how your questions are interpreted and rewritten.
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-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.
Track and improve how AI search engines mention your brand
Track and improve how AI search engines mention your brand
See what AI assistants really say about your brand.
See what AI assistants really say about your brand.
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.
