# Chatwith vs Dify

Chatwith records 12,437 monthly visits with +1.4% month-over-month growth and Freemium pricing. Dify records 819,691 monthly visits with -15% growth and Freemium pricing.

| Metric | [Chatwith](https://openaitools.app/tool/chatwith) | [Dify](https://openaitools.app/tool/dify-ai) |
| :--- | :--- | :--- |
| Website URL | https://chatwith.tools | https://dify.ai |
| Categories | AI Chatbot, AI Agent, AI Customer Service, AI Assistant | AI App Builder, AI Agent, AI Workflow, AI API |
| Pricing Model | Freemium | Freemium |
| Monthly Visits | 12,437 | 819,691 |
| MoM Growth Rate | +1.4% | -15% |
| Primary Market | United States | China |
| Direct Visits | 8,423 | 470,604 |
| Review Score | 4.2 | 4.8 |
| Saved Count | 0 | 22 |
| Supported Platforms | Website | Website |

## Chatwith

Chatwith is built around a simple idea: customers ask the same questions — shipping, pricing, returns — and your team shouldn't have to answer them over and over. You point the platform at your website URL, help center, documents, and even YouTube videos, and it builds an AI agent that answers from that content. Setup requires no coding, and the site emphasizes that you can preview your agent before signing up and that no OpenAI API key is required, since AI models are included in the plan.

Beyond answering questions, Chatwith aims to be a working agent rather than just a FAQ bot. Through skills, integrations and APIs it can pull order status from Shopify, look up ticket state in Jira, apply a returns policy from Notion, and collect contact details when a visitor shows buying intent. The homepage highlights integrations with Notion, Jira, YouTube, Google Drive, Slack, Shopify, HubSpot and dozens more, plus channels such as WordPress, Webflow, Wix, Framer, Slack, Telegram and WhatsApp.

The product is clearly positioned for businesses across SaaS, e-commerce, real estate, food delivery, healthcare, manufacturing, finance, travel, legal and agencies, and it offers a white-label option for agencies who want to resell it under their own brand. It also markets a set of free tools such as a website scraping API and a YouTube transcript API, and it emphasizes GDPR compliance.

**Pricing & Plans:** Freemium with a free trial and paid plans. A free entry point lets you build and preview an agent, while paid tiers scale by usage. Enterprise and agency/white-label options are available; check the pricing page for current numbers.

- **Trained on your content:** Build an agent from your website URL, help center, PDFs, plain text and YouTube videos, so answers come from your own knowledge base.
- **Actions and integrations:** Connect Shopify, HubSpot, Notion, Jira, Google Drive, Slack and 40+ other tools so the agent can look up orders, link tickets and capture leads.
- **No-code setup and branding:** Launch and embed the chatbot on WordPress, Webflow, Wix, Framer and more without coding, and customize its name, colors and appearance.
- **Multichannel support:** Reach customers on your website plus Slack, Telegram and WhatsApp, keeping a single helpful agent across channels.
- **Lead capture and analytics:** Collect contact details during conversations and track how many messages your agent handles over time.

**Strengths:** No-code setup with a preview before you commit; Trained on your existing content rather than a generic model; Broad integration and channel coverage, including Shopify, HubSpot, Notion and Jira; White-label options for agencies and GDPR-compliant posture

**Limitations:** Full feature depth and higher volumes sit behind paid tiers; Answers depend on the quality and freshness of the content you feed it; Advanced automations may still require connecting external tools and APIs

[Profile (Markdown)](https://openaitools.app/tool/chatwith.md)

## Dify

Dify pairs a visual canvas with code-level control so both technical and non-technical teams can assemble AI applications and agents. Workflow Studio turns prompt logic into an inspectable execution graph of building blocks: retrieval, branching, tool calls, human-in-the-loop steps, and model calls. Agent builder lets you create agents by chatting or by configuring them directly, then run them as a standalone app, embed them into a website, or reuse them as a node inside a larger workflow.

A major part of the platform is context engineering. The Knowledge Pipeline lets you define repeatable ingestion flows for files, websites, online documents, and cloud drives, handling extraction, cleaning, chunking, indexing, and retrieval testing before a knowledge base is attached to agents or workflows. The Marketplace supplies model providers, tools, data sources, and MCP integrations that teams can install once and then reuse across many apps as approved plugins.

Dify ships in three deployment shapes: Dify Cloud (fully managed SaaS with workspace, logs, and scaling handled for you), Dify Enterprise (self-hosted or VPC deployment with SSO/SAML, RBAC, audit logs, Helm charts for Kubernetes, and enterprise support), and the open-source Community Edition, a source-available single-command Docker deployment with a large GitHub community. Published apps can be delivered as hosted web apps, API endpoints, embeds, or MCP-compatible tools, with logs, feedback, annotations, latency, and usage analytics to keep improving them after launch.

**Pricing & Plans:** Freemium model with a free cloud sandbox and free trial credits, paid Cloud plans that scale with team size, storage, logs, and usage, and a free open-source Community Edition. Dify Enterprise is quoted per deployment via sales.

- **Workflow Studio:** 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.
- **Agent Builder:** Create agents through chat or manual configuration, give them skills, tools, and knowledge, then ship them as apps, embeds, or reusable nodes inside workflows.
- **Knowledge Pipeline:** Build repeatable ingestion pipelines for documents, sites, and drives, with extraction, cleaning, chunking, indexing, and retrieval testing before you go live.
- **Plugin Marketplace and MCP:** Install model providers, tools, data sources, and MCP integrations once and reuse approved plugins across every app in the workspace.
- **Flexible Deployment and Observability:** Run on managed Cloud, in your VPC, or self-hosted with Docker, and monitor published apps through logs, annotations, feedback, latency, and usage data.

**Strengths:** Combines a visual builder with code-level extensibility in one product; Three deployment options, including a free self-hosted Community Edition; Strong retrieval and knowledge pipeline tooling for RAG applications; Large plugin marketplace plus MCP support reduces integration work

**Limitations:** Self-hosted deployments require real infrastructure and maintenance effort; Complex multi-step workflows take time to learn and tune; Advanced enterprise governance features sit behind a sales-quoted plan

[Profile (Markdown)](https://openaitools.app/tool/dify-ai.md)

## Frequently Asked Questions

### How do Chatwith and Dify compare in monthly traffic?

Chatwith has 12,437 monthly visits, while Dify has 819,691. Traffic estimates describe audience size, not product quality.

### How do their growth rates compare?

Chatwith has a month-over-month growth rate of +1.4%; Dify has -15%.

### How does pricing compare?

Chatwith: Freemium. Freemium with a free trial and paid plans. A free entry point lets you build and preview an agent, while paid tiers scale by usage. Enterprise and agency/white-label options are available; check the pricing page for current numbers. Dify: Freemium. Freemium model with a free cloud sandbox and free trial credits, paid Cloud plans that scale with team size, storage, logs, and usage, and a free open-source Community Edition. Dify Enterprise is quoted per deployment via sales.

## Alternatives

| # | Tool Name | Monthly Visits | MoM Growth Rate | Pricing Model | Summary | Profile (Markdown) |
| :--- | :--- | :--- | :--- | :--- | :--- | :--- |
| 1 | [n8n](https://openaitools.app/tool/n8n) | 4,522,449 | -7.4% | Freemium | An open-source automation powerhouse with deep app connectors, though less specialized for native LLM prompt chaining. | [.md](https://openaitools.app/tool/n8n.md) |
| 2 | [MindStudio](https://openaitools.app/tool/mindstudio) | 1,793,337 | +14.2% | Contact for Pricing | Offers a streamlined no-code builder for deploying custom AI agents, but lacks Dify's open-source flexibility. | [.md](https://openaitools.app/tool/mindstudio.md) |
| 3 | [Open WebUI](https://openaitools.app/tool/open-webui) | 804,534 | -2.8% | Freemium | A self-hosted chat interface for running local LLMs, though lighter on complex visual workflow orchestration. | [.md](https://openaitools.app/tool/open-webui.md) |
| 4 | [DocsBot AI](https://openaitools.app/tool/docsbot-ai) | 495,278 | -3.8% | Freemium | Custom AI agents trained on your documentation and knowledge base | [.md](https://openaitools.app/tool/docsbot-ai.md) |
| 5 | [Chatbase](https://openaitools.app/tool/chatbase) | 396,383 | -7% | Freemium, Paid | Build customer-facing AI agents for support, sales, and product guidance | [.md](https://openaitools.app/tool/chatbase.md) |
| 6 | [LlamaIndex](https://openaitools.app/tool/llamaindex) | 387,910 | +19.9% | Freemium, Contact for Pricing | Provides advanced programmatic frameworks for document parsing and RAG pipelines, but requires coding instead of visual canvases. | [.md](https://openaitools.app/tool/llamaindex.md) |
| 7 | [Activepieces](https://openaitools.app/tool/activepieces) | 258,553 | +1.5% | Freemium | An open-source automation platform combining visual flows with AI steps, though geared more towards general app integration. | [.md](https://openaitools.app/tool/activepieces.md) |
| 8 | [Relevance AI](https://openaitools.app/tool/relevance-ai) | 192,083 | -15.5% | Free Trial, Contact for Pricing | Built for scaling multi-agent workforces and B2B task automation, though less focused on open-source RAG pipelines. | [.md](https://openaitools.app/tool/relevance-ai.md) |
| 9 | [FlowHunt](https://openaitools.app/tool/flowhunt-io) | 186,190 | 0% | Free Trial, Paid | Focuses on visual drag-and-drop orchestration for building chatbots and autonomous agents without writing code. | [.md](https://openaitools.app/tool/flowhunt-io.md) |
| 10 | [Chat Data](https://openaitools.app/tool/chat-data) | 181,358 | +275.8% | Freemium, Paid | Build custom AI agents and support chatbots trained on your own data, across every channel | [.md](https://openaitools.app/tool/chat-data.md) |

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Source: https://openaitools.app/compare/chatwith-vs-dify-ai

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