# Muddy vs Perplexity Comet

Muddy records 378 monthly visits with -80.9% month-over-month growth and Freemium pricing. Perplexity Comet records 4,165 monthly visits with -12.2% growth and Freemium, Paid pricing.

| Metric | [Muddy](https://openaitools.app/tool/muddy) | [Perplexity Comet](https://openaitools.app/tool/perplexity-comet) |
| :--- | :--- | :--- |
| Website URL | https://feelmuddy.com | https://comet.perplexity.ai |
| Categories | AI Browsers, AI Copilot, AI Productivity Tools, AI Assistant | AI Browsers, AI Assistant, AI Search Engine, AI Summarizer |
| Pricing Model | Freemium | Freemium, Paid |
| Monthly Visits | 378 | 4,165 |
| MoM Growth Rate | -80.9% | -12.2% |
| Primary Market | United Kingdom | China |
| Direct Visits | 146 | 2,861 |
| Review Score | 3.8 | 4.6 |
| Saved Count | 0 | 0 |
| Supported Platforms | Website | Website |

## Muddy

Muddy rethinks the browser as a shared surface rather than a personal one. Instead of everyone fumbling through their own tabs while coordinating in a separate chat app, teams create shared views containing the apps they use together, then treat that space as the place where work actually happens. The browser automatically renders and categorizes tabs based on what matters to you, so the workspace stays ordered without manual housekeeping.

Two features stand out. Universal commenting lets you highlight text, select part of an image, point at a video timestamp, or target an area inside a site and send a message about it, effectively putting Slack-style threads across any app on the web. Infinite rewind lets you scrub back through the history of apps, files, and conversations and jump straight back into any of them, which is useful for retracing how a decision was made. Muddy's assistant is context-aware: it reads your open tabs and learns from your conversations, so it can answer realtime questions that previously meant copy-pasting context into a separate chatbot.

Muddy runs on Mac, Windows, iOS, and Android, supports Chrome extensions since sites just run in the browser, and can import your history, passwords, and logins from your current browser. Cookies and passwords are stored locally rather than on Muddy's servers, and the company says its business model is selling collaboration and enterprise features rather than advertising. Tab hibernation keeps memory and battery use in check. The site lists no public pricing tiers, so teams should expect to contact the vendor or start with the free download.

**Pricing & Plans:** Muddy offers a free download to get started and says it monetizes through collaboration and enterprise services; no public price list is shown on the site.

- **Shared workspaces:** Build views with your favorite apps so the whole team works from the same set of tabs, files, and sites instead of scattered windows.
- **Universal commenting:** Highlight text, select image areas, point at video timestamps, or mark regions inside a site and leave a threaded comment right there.
- **Infinite rewind:** Scrub backward through the history of apps, files, and conversations, then jump back into any moment and keep working in the app.
- **Context-aware AI assistant:** The assistant reads your open tabs and learns from team conversations, so it can answer questions only a coworker could previously handle.
- **Multiplayer presence:** See what each teammate is working on across projects and join them inside the relevant app or conversation with one click.

**Strengths:** Turns browsing into genuine collaboration rather than parallel solo work; Universal commenting works across virtually any site or app, including video and images; Rewind and a context-aware assistant preserve team memory that normal browsers lose; Runs on Mac, Windows, iOS, and Android and supports existing Chrome extensions

**Limitations:** No public pricing page, so costs require contacting the team; Best value depends on teammates adopting it together, which is a real change-management effort; A browser as the primary collaboration layer may clash with security policies in regulated companies

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

## Perplexity Comet

Comet is a standalone web browser built by Perplexity around an AI assistant. Instead of treating AI as a separate site you visit, Comet embeds it in the browsing experience, so the assistant already knows which page you are looking at and can act on it. You can ask about an article you are reading, have a long page summarized, or hand off a task and let the assistant carry it out.

The browser is pitched as a personal assistant that handles more than chat. It can research a topic, draft an email reply that reflects your schedule, build a small website, put together a study plan, compare how different outlets cover a story, or help with shopping. Because it lives in the browser, these tasks run against the real web rather than a sandboxed chat window.

Comet is available for Mac, Windows, iOS, and Android, and can be set as your default browser. It sits within Perplexity's freemium model: you can start free and unlock more advanced AI capability through paid subscription tiers. Privacy and safety controls are managed in the browser settings, and Perplexity publishes guidance on how browsing data is handled.

**Pricing & Plans:** Freemium with paid options. Comet itself is free to download across Mac, Windows, iOS, and Android. Advanced AI capabilities and higher usage limits are tied to Perplexity's paid subscription tiers, which are billed separately.

- **AI that understands the page:** The assistant understands the page you are on, so you can ask follow-up questions and get answers grounded in what you are reading.
- **Agentic task execution:** Delegate tasks like drafting replies, creating study plans, or building a simple website, with the assistant taking actions for you.
- **Cross-platform availability:** Comet runs on Mac, Windows, iOS, and Android, so your browsing and your assistant follow you across devices.
- **Perplexity search built in:** Perplexity's answer engine is built in, so research and web search stay inside the browser instead of a separate tab.
- **Default browser and privacy controls:** Set Comet as your default browser and manage privacy and safety settings as you browse.

**Strengths:** The assistant sees the page you are on, so answers are grounded in your actual context; Handles real tasks like drafting email, building simple artifacts, and research, not just Q&A; Available across desktop and mobile platforms; Brings Perplexity's answer engine into the browser by default

**Limitations:** Requires switching from your current browser to get the full experience; Best features depend on a Perplexity account and subscription tier; Agentic automation is powerful but should be supervised on sensitive tasks

[Profile (Markdown)](https://openaitools.app/tool/perplexity-comet.md)

## Frequently Asked Questions

### How do Muddy and Perplexity Comet compare in monthly traffic?

Muddy has 378 monthly visits, while Perplexity Comet has 4,165. Traffic estimates describe audience size, not product quality.

### How do their growth rates compare?

Muddy has a month-over-month growth rate of -80.9%; Perplexity Comet has -12.2%.

### How does pricing compare?

Muddy: Freemium. Muddy offers a free download to get started and says it monetizes through collaboration and enterprise services; no public price list is shown on the site. Perplexity Comet: Freemium, Paid. Freemium with paid options. Comet itself is free to download across Mac, Windows, iOS, and Android. Advanced AI capabilities and higher usage limits are tied to Perplexity's paid subscription tiers, which are billed separately.

## Alternatives

| # | Tool Name | Monthly Visits | MoM Growth Rate | Pricing Model | Summary | Profile (Markdown) |
| :--- | :--- | :--- | :--- | :--- | :--- | :--- |
| 1 | [Notion](https://openaitools.app/tool/t) | 173,441,670 | +0.1% | Freemium | The AI workspace where teams and agents get work done together | [.md](https://openaitools.app/tool/t.md) |
| 2 | [Muse](https://openaitools.app/tool/muse-ai-1) | 45,751,822 | +228.3% | Contact for Pricing | Your personal AI agent from Meta that actually gets things done | [.md](https://openaitools.app/tool/muse-ai-1.md) |
| 3 | [Kagi Search](https://openaitools.app/tool/kagi-search) | 4,647,605 | +3.2% | Free Trial, Paid | A paid, ad-free search engine that answers to its users | [.md](https://openaitools.app/tool/kagi-search.md) |
| 4 | [Dia Browser](https://openaitools.app/tool/dia-browser) | 1,254,172 | +108.4% | Free | The AI browser that reads between your tabs | [.md](https://openaitools.app/tool/dia-browser.md) |
| 5 | [Opera Neon](https://openaitools.app/tool/opera-neon) | 133,006 | -9.5% | Paid | An agentic browser built to act on your behalf | [.md](https://openaitools.app/tool/opera-neon.md) |
| 6 | [Nifty](https://openaitools.app/tool/nifty) | 99,051 | -7.7% | Freemium, Free Trial | All-in-one project management where human teams and AI agents work from one plan | [.md](https://openaitools.app/tool/nifty.md) |
| 7 | [Norton Neo Browser](https://openaitools.app/tool/norton-neo-browser) | 88,844 | +48.9% | Free | Norton-built private browser with a built-in VPN and privacy-first AI | [.md](https://openaitools.app/tool/norton-neo-browser.md) |
| 8 | [Polar: AI Browser](https://openaitools.app/tool/polar-ai-browser) | 76,902 | +9.5% | Freemium | A Chromium-based AI browser that runs long internet tasks for you | [.md](https://openaitools.app/tool/polar-ai-browser.md) |
| 9 | [Tabbit Browser](https://openaitools.app/tool/tabbit-browser) | 50,371 | +76.7% | Free | AI-native browser that understands your context and runs agent tasks | [.md](https://openaitools.app/tool/tabbit-browser.md) |
| 10 | [PromptQL](https://openaitools.app/tool/promptql) | 46,603 | +59.5% | Freemium, Contact for Pricing | Multiplayer AI bots that keep your team's dashboards, sheets and docs moving | [.md](https://openaitools.app/tool/promptql.md) |

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Source: https://openaitools.app/compare/muddy-vs-perplexity-comet

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