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. Knowlify records 63,673 monthly visits with -23.6% growth and Contact for Pricing pricing.

About 100 Meta video ads a month, made and improved for your brand
| Dimension / Metric | ![]() | ![]() |
|---|---|---|
| Official Domain | dify.ai | knowlify.com |
| Pricing Model | Freemium | Contact for Pricing |
| Monthly Visits | 819.69K (819,691) | 63.67K (63,673) |
| MoM Traffic Delta |
| -144.26K (-15%) |
| -19.7K (-23.6%) |
| Primary Market & Share | 🇨🇳 China (46.7%) | 🇺🇸 United States (25.6%) |
|---|
| Direct Visits / mo | 470.6K | 11.49K |
|---|
| 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.

About 100 Meta video ads a month, made and improved for your brand
Around 100 Meta video ads a month across talking-head, UGC, animated and commercial styles, with research and scripts included.
Human-written scripts and review of every ad, with buyer-language messaging based on research rather than generic AI output.
Ads are refreshed and improved every week using your account's own performance data, so winners get scaled and losers replaced.
Optional end-to-end management of your Meta ad account, media buying and optimisation alongside creative production.
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 ad generator for video and image creatives at scale
Free / Open-sourceAll-in-one AI video agent that turns ideas into publish-ready videos

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.

Free / Open-sourceTry experimental AI research demos straight from Meta's labs


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-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 ad generator for video and image creatives at scale
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.
Free / Open-sourceTry experimental AI research demos straight from Meta's labs