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. Meev records 11,636 monthly visits with -30.8% growth and Free Trial, Paid pricing.

Track where AI engines cite your brand, then close the gap with an approval-gated agent.
| -5.19K (-30.8%) |
| Primary Market & Share | 🇨🇳 China (46.7%) | 🇺🇸 United States (32.5%) |
|---|
| Direct Visits / mo | 470.6K | 4.66K |
|---|
| User Rating | 4.8 | 4 |
|---|
| 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.

Track where AI engines cite your brand, then close the gap with an approval-gated agent.
Monitors a defined prompt set across ChatGPT, Claude, Gemini, Perplexity, Grok, DeepSeek, Google AI Overviews and AI Mode, and shows the exact answer text plus the sources each engine cited.
A daily agent reads your visibility signals and produces a ranked, evidence-backed action plan — but every action needs your click before it runs, and you can pause or scope it per domain.
Drafts are scored on depth, factual accuracy, originality, readability, SEO, AEO, E-E-A-T, human voice, structure, actionability and engagement, with risky drafts held for review.
Ranks the pages AI engines already cite for your topics by expected lift, then provides verified editor contacts and a pitch drafted from your knowledge base.
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.


AI search visibility analytics for marketing teams
Free / Open-sourceAn open-source automation platform combining visual flows with AI steps, though geared more towards general app integration.
AI visibility platform to get your brand cited in AI search

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.


Free / Open-sourceAn open-source AI workspace providing visual workflow builders for designing and governing agent systems.

AEO & GEO platform for AI search visibility
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.
AI search visibility analytics for marketing teams
Free / Open-sourceAn open-source automation platform combining visual flows with AI steps, though geared more towards general app integration.
AI visibility platform to get your brand cited in AI search
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.
AEO & GEO platform for AI search visibility