# Dify vs Frase

Dify records 819,691 monthly visits with -15% month-over-month growth and Freemium pricing. Frase records 106,236 monthly visits with -16.3% growth and Freemium, Free Trial, Paid, Contact for Pricing pricing.

| Metric | [Dify](https://openaitools.app/tool/dify-ai) | [Frase](https://openaitools.app/tool/frase) |
| :--- | :--- | :--- |
| Website URL | https://dify.ai | https://www.frase.io |
| Categories | AI App Builder, AI Agent, AI Workflow, AI API | AI SEO Tools, SEO Writing AI, AI Writing |
| Pricing Model | Freemium | Freemium, Free Trial, Paid, Contact for Pricing |
| Monthly Visits | 819,691 | 106,236 |
| MoM Growth Rate | -15% | -16.3% |
| Primary Market | China | India |
| Direct Visits | 470,604 | 57,440 |
| Review Score | 4.8 | 4.1 |
| Saved Count | 22 | 3 |
| Supported Platforms | Website | Website |

## 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)

## Frase

Frase started as a tool for building research-backed content briefs from the top search results for a keyword, and it has grown into a broader content operating system. Today the platform is positioned around the split between classic search and AI answer engines: Google still ranks pages, but assistants such as ChatGPT, Perplexity, Gemini and Google's AI surfaces tend to name brands and cite sources instead. Frase is built to work both halves of that problem at once, pairing traditional SEO scoring with a separate AI visibility score and share-of-voice tracking.

The workflow starts with an audit. Frase crawls your site, scores it out of 100, and ranks every finding by impact rather than dumping a list of warnings on you. Alongside the audit it reads your Search Console data and competitor pages to build a prioritized opportunity list covering content decay, competitor gaps and programmatic page patterns. From there you can generate a brief, draft an article yourself or with the AI Agent in a brand voice learned from your own published pages, and publish straight to WordPress, Webflow, Sanity or Wix, or host the page on FraseCMS.

Ongoing maintenance is where Frase differentiates itself most. Content Guard watches your guarded pages' rankings and clicks weekly and drafts a revision when one slips, and an AI Visibility monitor shows where AI answers mention you and where they mention a competitor instead. Frase Answers can also sit on your own site to capture the real questions visitors ask, turning unanswered ones into future briefs. That combination of audit, writing, publishing and re-monitoring is what the vendor means by closing the loop.

The platform is aimed at content marketers, in-house SEO teams, agencies managing multiple clients and enterprises with large sites. It sits in the same competitive space as Semrush, Surfer SEO and similar optimization tools, and the vendor publishes direct comparison pages. A seven-day free trial is available without a credit card, and paid plans are tiered by seat and usage volume.

**Pricing & Plans:** Free trial of 7 days with no credit card required. Paid subscription tiers are available, with pricing that scales by team seats and usage; the vendor also offers custom enterprise and agency arrangements. Check the pricing page for current numbers.

- **Site Audit with Fix Packs:** Crawls your site, scores health and AI readiness out of 100, then ranks every issue by impact and generates a Fix Pack you or your web developer can work through.
- **AI Visibility Monitoring:** Tracks how often AI assistants such as ChatGPT, Perplexity, Claude, Gemini and Google AI name your brand versus competitors, including visibility, share of voice, position and sentiment.
- **Brand Voice AI Drafting:** The AI Agent writes and rewrites content in a voice learned from your existing pages or configured in the Brand Hub, so drafts need less editing before they ship.
- **Content Guard:** Watches rankings and clicks on published pages every week and drafts a revision automatically when a page loses ground, with optional auto-shipping for low-risk fixes.
- **Research, Briefs and Topic Clusters:** Pulls competitor and SERP data into structured briefs and topic maps, showing which subtopics you still owe readers and turning each gap into a ready-to-write brief.

**Strengths:** Combines SEO optimization with AI-answer visibility tracking in one workspace instead of two separate subscriptions; Audit output is ranked by impact and comes with an actionable Fix Pack rather than a raw list of warnings; Content Guard closes the loop on old content, drafting refreshes automatically when rankings slip; Direct publishing integrations cover WordPress, Webflow, Sanity, Wix and the built-in FraseCMS

**Limitations:** Dense feature set means a real onboarding curve for solo users or small teams; Value depends heavily on connecting Search Console and analytics data, so setup takes effort before results appear; Unlike some rivals, it is not a general-purpose SEO suite for backlink or technical crawling at scale

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

## Frequently Asked Questions

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

Dify has 819,691 monthly visits, while Frase has 106,236. Traffic estimates describe audience size, not product quality.

### How do their growth rates compare?

Dify has a month-over-month growth rate of -15%; Frase has -16.3%.

### How does pricing compare?

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. Frase: Freemium, Free Trial, Paid, Contact for Pricing. Free trial of 7 days with no credit card required. Paid subscription tiers are available, with pricing that scales by team seats and usage; the vendor also offers custom enterprise and agency arrangements. Check the pricing page for current numbers.

## 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 | [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) |
| 5 | [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) |
| 6 | [Surfer](https://openaitools.app/tool/surferseo-com) | 249,599 | -29.3% | Paid, Contact for Pricing | AI visibility platform to get your brand cited in AI search | [.md](https://openaitools.app/tool/surferseo-com.md) |
| 7 | [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) |
| 8 | [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) |
| 9 | [Coze](https://openaitools.app/tool/coze) | 177,539 | -33.3% | Freemium | Provides an all-in-one visual workspace for building custom AI agents and publishing them to messaging platforms. | [.md](https://openaitools.app/tool/coze.md) |
| 10 | [SEO.AI](https://openaitools.app/tool/seo-ai) | 152,848 | -2.7% | Free Trial, Paid | The AI SEO agent that researches, writes, publishes, and builds links for you | [.md](https://openaitools.app/tool/seo-ai.md) |

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

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