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Remember the way we used to browse the internet?

A sea of tabs, bookmarks you swore you’d organize someday, and that constant shuffle between your browser and project management tools. It felt like half your day went into just keeping up with information instead of using it.

But AI browsers are changing things fast.

They read what’s on your screen, give you quick summaries, help you compare info, draft responses, and surface what’s important.

So in this blog post, we’ll look at the best AI browsers that can remember context and guide you to answers faster than ever. 🦾

👀 Spoiler alert: We also explore how ClickUp brings AI, tasks, docs, reminders, and app integrations into one place to eliminate work sprawl.

Let’s get started!

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Top AI-Powered Web Browsers At a Glance

Here’s a quick comparison of the best AI browsers. 📊

ToolBest forBest featuresPricing*
CometAI-powered research, deep web exploration with verified sources for students, analysts, and research-driven teams AI summaries of multiple webpages, voice-based queries, and intelligent tab session managementFree 
ChatGPT AtlasContext-aware browsing for knowledge workers, lifelong learners, and educatorsIn-browser AI chat with page-aware context, persistent memory across sessions and smart content generationFree
Brave Privacy-first browsing with content protection for security-conscious users and web professionalsBuilt-in AI summarization and translation, on-the-fly page explanations, and cleanups via commandsFree; Paid plans start at $14.99/month for five users
Microsoft Edge Enterprise-ready browsing with Microsoft ecosystem access and productivity tools for corporate teams, IT departments, and Windows usersCross-tab analysis, AI-assisted writing and coding, voice and image input supportFree
Sigma AI BrowserFocused browsing with distraction control, deep search, and contextual workspaces for professionals and digital minimalistsAutomated form-filling and checkout flows, data extraction from receipts or tables into spreadsheetsFree
Arc Creative browsing with visual tabs for designers, product teams, and creative professionalsSidebar-first tab organization with split-screen browsing for multitasking, contextual workspacesFree
Dia AI-assisted browsing optimized for speed, lightweight performance for students, everyday users, and fast-paced workflowsMulti-tab content comparison, inline task creation from content, and unified web search resultsFree; Paid plans start at $20/month per user
Opera Browsing with integrated messaging and modular sidebars for social users, gamers, and content explorersInstant sidebar AI chat or command-line access, translation, and prompt-based image generationFree
*Please check the tool’s website for the latest pricing.

🔍 Did You Know? The first web browser, named WorldWideWeb (later renamed ‘Nexus’), was developed by Tim Berners‑Lee at CERN on a NeXT computer in 1990.

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What Should You Look for in the Best AI Browsers?

Here are some AI capabilities to prioritize in a web browser:

  • Context-aware AI assistance: Provides summaries, insights, and recommendations based on the content of webpages and your browsing history
  • Multi-tab understanding: Tracks and connects information across open tabs to reduce context switching
  • Task and workflow integration: Lets you save links, screenshots, and notes directly to project or productivity tools
  • Customizable AI features: Offers options like different AI models, voice commands, and automation settings to fit your workflow
  • Real-time search and content generation: Delivers answers, research, and content creation without leaving the browser

🔍 Did You Know? The browser Mosaic (released in 1993) is credited with sparking the internet boom because it was one of the first graphical browsers to display text and images inline, making the web much more user-friendly.

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The 8 Best AI Browsers

Here are the best browsers that leverage AI to turn everyday browsing into a smart, efficient workflow.

How we review software at ClickUp

Our editorial team follows a transparent, research-backed, and vendor-neutral process, so you can trust that our recommendations are based on real product value.

Here’s a detailed rundown of how we review software at ClickUp.

1. Comet by Perplexity AI (Best for running lightweight AI agents in-browser)

Comet: Best AI browsers with advanced features
via Comet

Comet is an AI-powered command center that seamlessly blends Chrome’s familiar interface with an intelligent assistant capable of contextual reasoning. It uses AI for productivity by anticipating your next steps, helping you cross-reference multiple sources, and exploring nuanced perspectives.

Plus, the AI browser adapts to your unique workflow, learning how you explore content and surf the web. This context allows it to suggest next steps, shortcuts, and workflow optimization tailored to your habits.

Comet best features

  • Integrate with calendars and email platforms to schedule meetings directly from your browsing session
  • Find deals, compare products, and check availability across websites with its AI-powered shopping assistant
  • Access voice commands to navigate pages, execute intelligent searches, and trigger workflows
  • Generate AI summaries for multiple tabs or entire sessions without opening each page individually

Comet limitations

  • No cross‑device sync for history, bookmarks, or sessions between desktop and mobile
  • Requires very broad permissions (screen, cookies, browsing activity), raising privacy concerns for sensitive tasks like banking

Comet pricing

  • Free

Comet ratings and reviews

  • G2: Not enough reviews
  • Capterra: Not enough reviews

What are real-life users saying about Comet?

Here’s what a Reddit user had to share:

So I used Comet Browser today. My quick take – it is good, but not something exceptional for me yet. I tried using it to transfer my YouTube Music playlists to Spotify to create a duplicate playlist there, but it could not do it. It also lagged a lot when I tried higher-end tasks. […]

Reddit user

🧠 Fun Fact: The small site icon you see in your browser tab, called a favicon, was first supported by Internet Explorer 5 back in March 1999. It was originally used in the browser’s ‘Favorites’ menu and helped estimate how many people had bookmarked a page.

2. ChatGPT Atlas (Best for visual, map-style research exploration)

ChatGPT Atlas reimagines the browser as an active thinking partner. It brings ChatGPT directly into the browsing experience through a persistent sidebar that understands what you’re looking at and why.

As you move across pages, it interprets content in real time, summarizing long articles, comparing product specs, unpacking data-heavy reports, and answering complex questions without interrupting your flow.

With privacy controls built directly into the interface, you choose what the browser sees, remembers, or clears, making Atlas a polished option for professionals who want intelligent support woven discreetly into their workflow.

ChatGPT Atlas best features

  • Use Browser Memories to store selected insights and preferences for more relevant future suggestions
  • Enable Agent Mode to let AI perform multi-step tasks with full cursor control
  • Highlight text anywhere to rewrite, rephrase, or expand content directly in place
  • Manage granular privacy controls to decide what Atlas can view, retain, or discard

ChatGPT Atlas limitations

  • Agent Mode is unreliable, often failing or taking a long time to complete simple tasks like adding items to a cart or booking restaurants
  • Its command-style interface and ‘magic words’ reduce discoverability; users must guess prompts instead of using simple clicks and links

ChatGPT Atlas pricing

  • Free

ChatGPT Atlas ratings and reviews

  • G2: Not enough reviews
  • Capterra: Not enough reviews

What are real-life users saying about ChatGPT Atlas?

A user shared their experience:

I’ve played around with AI browsers for a while now. On first impressions, Atlas actually feels more natural to use. I am probably sticking with it for a while.
I LOVE the fact that it is super minimal, elegant and feels more natural to use. […] It is an ultimate battery hogger. Not RAM, I am talking energy–RAM usage so far is comparable to Chrome.

Reddit user

📮ClickUp Insight: 44% of our survey respondents stick to 1-5 tabs when browsing, but 8% live in “chaos mode” with 31+ tabs.

While not always intentional, it happens to the best of us: a Miro board for brainstorming, a Google Doc for SOP, a project management tab, and then ChatGPT for extra support. 👀

But every switch between apps or windows adds toggle tax, aka a hidden mental toll that chips away at your mental bandwidth and leaves you feeling scattered.

With ClickUp, you can centralize all your tools: think whiteboards, docs, tasks, web search, AI models like ChatGPT, Gemini, and Claude, and more under one Converged AI Workspace. Time to ban context switching and close those extra tabs down for good!

3. Brave (Best for private browsing with on-page AI summaries)

Brave Leo: True AI browser with AI features
via Brave

Brave takes a fundamentally different approach to AI integration by prioritizing privacy from the ground up.

Its AI assistant, Leo, operates inside Brave’s privacy-focused ecosystem, where an account, login, or training is required. It acts like an invisible layer on top of every webpage, ready to interpret text, summarize long documents, or generate new content without exposing your activity.

Leo becomes useful in its ability to work with actual on-page materials such as PDFs, Google Docs, Sheets, and even images, pulling insights instantly without forcing you to upload files or switch tools. As you browse, you can ask it to clarify complex ideas, translate text, extract key points, or build entirely new content in context.

Brave best features

  • Invoke Leo directly from the address bar or sidebar for instant, page-aware assistance
  • Start video calls and streams directly from the browser with Brave Talk without needing to log in
  • Maintain complete privacy with zero data retention, login requirements, or model training on your chats
  • Switch between multiple models or use your own for customized AI performance
  • Access Brave Search’s Ask Brave answers for real-time synthesis of information with cited sources

Brave limitations

  • Aggressive ad and tracker blocking can break some sites, forcing users to manually relax Shields for them to work properly
  • Brave Rewards can track user data if enrolled, which reduces the privacy benefits for those users

Brave pricing

  • Free
  • Brave VPN: $9.99/month
  • Brave Search Premium: $3/month
  • Leo AI Premium: $14.99/month for five users
  • Brave Talk Premium: $7/month

Brave ratings and reviews

  • G2: 4.6/5 (500+ reviews)
  • Capterra: 4.7/5 (300+ reviews)

What are real-life users saying about Brave?

In the words of a G2 review:

What I like best about Brave is its strong focus on privacy and security. It automatically blocks trackers and intrusive ads, which makes browsing feel much cleaner and faster. [..] The main downside is that some websites don’t always work perfectly with Brave’s strict ad and tracker blocking, requiring me to disable shields occasionally.

🔍 Did You Know? There are ultra-lightweight browsers like Dillo, launched in 1999, that were built to run even on very old hardware and dial-up connections, ignoring heavy scripts for the sake of speed and accessibility.

4. Microsoft Edge (Best for AI support across Windows tasks)

Microsoft Edge helps you surf the net, work, and research more efficiently directly inside the browser. The multi-tab awareness helps you understand the context and respond instantly without pulling you away from your workflow.

Copilot mode also supports voice, vision, and file uploads, letting you talk through problems, generate images, summarize documents, and even get help writing code or handling work files.

Personalized daily briefings, built-in privacy controls, and seamless integration with Microsoft 365 make Edge suited for users managing heavy research loads and enterprise-grade tasks.

Microsoft Edge best features

  • Switch between Creative, Balanced, and Deep Research modes to tailor the depth and style of responses
  • Generate images, write code, or create content for emails, reports, and social media from the sidebar
  • Use Copilot Voice and Vision to talk through tasks or get real-time interpretations of what’s on screen
  • Trigger Copilot from the address bar using @Copilot or a keyboard shortcut for instant support

Microsoft Edge limitations

  • Feels basic and limited in features compared to other modern browsers, so it often ends up as a last resort or backup browser
  • Occasional freezes or lockups during certain tasks or scripts, forcing restarts or a switch to another browser

Microsoft Edge pricing

  • Free

Microsoft Edge ratings and reviews

  • G2: 4.3/5 (300+ reviews)
  • Capterra: 4.3/5 (500+ reviews)

What are real-life users saying about Microsoft Edge?

As one reviewer noted:

The subtle colour use creates a tranquil polish atmosphere, giving the browser that feel of premium quality. […] Navigation may feel less clean on smaller screens as well because of how the sidebar cuts across the screen.

Capterra reviewer

5. Sigma AI Browser (Best for side-by-side AI workflows while browsing)

Sigma AI Browser acts as a private, on-device agent that can log in, navigate, and complete web tasks on your behalf, positioning itself as an autonomous action engine.

You describe what you want, like checking out a hotel, exporting data from a dashboard, or cleaning your inbox, and the agent handles each click, form fill, and filter selection directly inside the relevant websites.

This execution-first approach makes Sigma particularly appealing for users who are tired of manual web workflows and repetitive tasks. It performs multi-step actions with memory, context, and browser automation tools.

Sigma AI Browser best features

  • Automate actions with Agentic Workflows to break tasks into subtasks and complete them directly within websites
  • Execute Memory-Based Actions to recall details (like preferences, past inputs, or account info) and apply them automatically
  • Extract data with Data Extraction Tools to pull receipts, tables, or structured information into spreadsheets
  • Manage calendars with Smart Scheduling to locate meeting slots, send invites, and update events across platforms

Sigma AI Browser limitations

  • AI cannot directly visit or browse websites or external URLs in some setups
  • Some users report extensions not working reliably at all

Sigma AI Browser pricing

  • Free

Sigma AI Browser ratings and reviews

  • G2: Not enough reviews
  • Capterra: Not enough reviews

What are real-life users saying about Sigma AI Browser?

Here’s how one user felt:

I like the idea of SigmaOS, but it’s not right for me. […] SigmaOS wants you to have all your work in one window, and you switch profiles with different workspaces. For me, context-switching this way breaks my flow.

Reddit user

🧠 Fun Fact: A browser called SlipKnot was released in November 1994 for Windows, and it effectively offered a graphical web experience before some of the major, well-known browsers by tricking a Unix remote terminal into rendering pages and then sending them to the PC.

6. Arc (Best for organized, minimalist tab management with AI assistance)

Arc by The Browser Company: Best AI browsers without Google AI
via Arc

Arc is a Chromium-based AI browser that’s built around your habits, routines, and projects. It shifts everything into a sidebar that behaves more like a command center.

Spaces and Profiles make it easy to separate work, school, hobbies, and personal browsing without managing windows. Split View lets you review two sites or tools side-by-side, while Themes create visual moods that fit your workflow.

You can choose to activate all or selected AI features from Arc Max to leverage its productivity-enhancing capabilities.

When you compare Arc Browser vs. Brave, Arc enhances your browsing with cleaner tab names, smarter file naming, and an intuitive command bar that ties everything together.

Arc best features

  • Preview pages with 5-Second Previews to see what’s behind a link without opening it
  • Summon ChatGPT through the Command Bar to ask questions, generate summaries, or get quick explanations
  • Play audio and video while you browse by turning on the Mini Player
  • Clean up your workspace with Tidy Tab Titles to automatically rename pinned tabs for clarity
  • Sort your downloads with Tidy Downloads to smart-rename files and keep your folders structured

Arc limitations

  • Forced auto‑archiving of tabs (max 30 days, often 12 hours by default) can be frustrating
  • It consumes higher RAM and resources, making it feel heavy on devices

Arc pricing

  • Free

Arc ratings and reviews

  • G2: Not enough reviews
  • Capterra: Not enough reviews

What are real-life users saying about Arc?

A Redditor summed it up like this:

I actually really like it. I like how all-in they’re going on the vertical tabs and the workflow feels good. It’s buggy for me on Windows though and missing some basic functionality that is annoying (although I presume it will be added).

Reddit user

7. Dia (Best for developer-centric AI debugging and code insights)

Dia: Best AI browsers for AI search
via Dia

Dia browser reads your open tabs, remembers context from earlier sessions, and can move between search, chat, and task execution without forcing you to switch modes.

You can create ‘skills’ to automate repetitive tasks, shape the AI’s tone and writing style, and build small workflows that match how you browse.

The assistant can scan multiple tabs at once, generate reports, or analyze docs and sheets in a single thread. And because it’s built on Chromium, you still get all the extensions and compatibility you’re used to.

Dia best features

  • Summarize PDFs, Google Docs, Sheets, and webpages directly in the browser without uploading them elsewhere
  • Draft emails, reports, and documents using AI that already understands your open tabs and recent activity
  • Switch between chat and search instantly with the integrated AI bar in place of a traditional URL field
  • Carry context across sessions so the AI remembers what you were researching or working on earlier

Dia limitations

  • Bitwarden extension and passkey authentication are problematic
  • Missing some standard browser features, such as a favorites bar, keyboard shortcuts, and classic tab behaviors

Dia pricing

  • Free
  • Pro: $20/month per user

Dia ratings and reviews

  • G2: Not enough reviews
  • Capterra: Not enough reviews

What are real-life users saying about Dia?

As one reviewer shared:

Finally, the wait is over. Dia is here, and it’s gorgeous, useful, and faster than Arc. I miss the pins and vertical tabs so much that I can’t set it as my default browser, but honestly, the performance boost—especially with vertical tabs—almost makes the switch worth it. […] It feels more like a niche browser for users who are deeply focused on productivity.

Reddit user

8. Opera (Best for fast, built-in AI answers during browsing)

Opera browser with Aria: Best AI browsers with ad blocking
via Opera

Aria turns Opera into a browser that’s ready to help the moment you highlight text, open a tab, or press a shortcut. It responds with real-time web answers, generates images, translates content, and even performs tab-level actions, without requiring an account.

It also understands uploaded images, reads answers aloud, and provides deeper explanations when you select any piece of text.

Messengers such as WhatsApp, Slack, and Facebook Messenger are integrated. What’s more, it lets you organize tabs automatically by grouping, closing, pinning, or saving them through typed commands.

Opera best features

  • Access AI instantly with the Ctrl+/ (Cmd+/) command line, sidebar chat, or mobile speed dial shortcuts
  • Generate images for free using text prompts powered by Imagen 2, with daily limits that increase when logged in
  • Securely share files, links, and notes between your computer and phone with My Flow
  • Summarize webpages using Page Context mode for quick overviews and key takeaways
  • Translate selected text or entire pages in over 50 languages through Smart Highlighting
  • Browse securely with ad-blocking and VPN built in

Opera limitations 

  • Aria AI can be intrusive and persistent, sometimes activating even when users disable it
  • It sometimes produces inaccurate or biased content

Opera pricing

  • Free

Opera ratings and reviews

  • G2: 4.2/5 (200+ reviews)
  • Capterra: 4.8/5 (200+ reviews)

What are real-life users saying about Opera?

Here’s what a Capterra reviewer shared:

Opera offers a fast, lightweight browsing experience with a built-in VPN and ad blocker for enhanced privacy. […] Some websites don’t render properly on Opera compared to other browsers, leading to compatibility issues. Additionally, occasional crashes or slowdowns can occur with heavy tab usage.

Capterra reviewer

🧠 Fun Fact: The ability of browsers to reveal whether you’ve visited a link (link colour change phenomenon) was used for a tracking exploit called history sniffing. Early versions of major browsers allowed code to check link colours and infer your browsing history.

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Automate Your Web Browser Actions With ClickUp

You’ve seen how AI browsers like Arc, Comet, and Opera pack in clever features. But at the end of the day, they’re still just web browsers. You can search faster or summarize pages, but you still need separate tools for tasks, docs, project management, team communication, and automation.

That’s where work sprawl creeps in.

ClickUp, the everything app for work, combines project management, knowledge management, and chat—all powered by AI that helps you work faster and smarter.

And because it works across your browser, desktop, and mobile, you stay focused without bouncing between 10 different apps.

Let’s see how. 🤩

Capture work from any tab

ClickUp’s Chrome Extension makes browsing productive without switching tools.

For example, when you find something important online, you can instantly create a ClickUp Task with the webpage link so nothing gets lost.

You can also capture screenshots, mark them up with notes, and attach them to tasks for quick context. If you work from your inbox, you can attach full emails to tasks or even convert them into new tasks with a click, making follow-ups easier to manage. The extension includes ClickUp Project Time Tracking too.

ClickUp Chrome Extension: Perform tasks faster with contextual awareness
Jot ideas fast with the ClickUp Chrome Extension to save content inside your workspace

Christian Gonzalez, Administrative Coordinator at Cámara Nacional de Comercio, Servicios y Turismo de Guadalajara, shares their experience with using ClickUp:

We simplify all the processes of our departments by integrating business intelligence platforms, mailing tools with automation, and storing KPIs, forms, process documents and dependencies in one app (ClickUp).

Christian GonzalezAdministrative Coordinator at Cámara Nacional de Comercio, Servicios y Turismo de Guadalajara

Automate your task flow

ClickUp Automations help you handle the busywork inside your workspace, so tasks move forward without constant manual updates. You can set simple if this, then that rules where you choose the trigger, set the action, and ClickUp takes care of the rest.

ClickUp Automations: Automate repetitive tasks with machine learning
Set custom triggers to automate your workflow with ClickUp Automations

The best part is that Automations help you stay connected with other tools in your workflow.

You can send webhooks to Zapier, Make, or other integrations to push data into thousands of apps automatically. That means if something updates in ClickUp, you can trigger an action elsewhere without switching tabs.

The AI Chrome Extension becomes a powerful starting point here. Once tasks land in ClickUp, you can set up automation to organize them, notify teammates, or update fields automatically, keeping everything moving while you keep browsing.

Let’s say your QA tester spots a bug while reviewing a web app. They capture a screenshot and create a task using the Chrome Extension.

From there, Automations instantly:

  • Tag it as a bug
  • Move it into the engineering sprint
  • Assign a developer
  • Create a GitHub issue
  • Post the issue link back into the task

Learn more about it here:

Bring AI to every click

ClickUp Brain is an integrated AI-powered assistant designed to help you work smarter and faster.

This connected AI understands the context of your tasks, docs, and conversations, so you can instantly get answers, summaries, or action items without digging through tabs or files.

ClickUp Brain: Try the built-in assistant and AI systems
Get instant summaries of client calls with priorities and owners using ClickUp Brain

Enterprise Search

ClickUp Brain’s Enterprise Search works across the tools you rely on daily, such as Google Drive, GitHub, Figma, and more. So when you need the latest spec doc or a version history, results come back directly in ClickUp.

Watch this video to learn more about Enterprise Search:

AI desktop companion

And when your work moves beyond the ClickUp app, ClickUp Brain MAX goes with you. It lives in your browser or desktop as a universal AI desktop companion to summarize any webpage, transcribe voice notes, and pull answers from across your digital footprint.

ClickUp Brain MAX: AI chatbots with voice mode and a memory feature
Work faster with ClickUp Brain MAX, an AI desktop companion

You can even switch between leading AI models in real time. Brain MAX includes ChatGPT, Claude, and Gemini, so you can get the best output for the task at hand, whether that’s creative writing, technical explanations, or code generation.

And when typing slows you down, Talk to Text in ClickUp Brain MAX lets you speak naturally to search, create tasks, or draft content hands-free. Brain MAX transcribes accurately, understands the context of what you’re saying, and recommends the next best action while you stay in the flow.

📮 ClickUp Insight: 20% of our survey respondents confess they’ve kept up to 15 tabs open for weeks! Yes, weeks!

These “zombie tabs” 🧟 eat memory and mental space, quietly draining focus even when ignored. It’s a classic attention residue where unfinished items pull energy in the background.

With ClickUp’s AI-powered Enterprise Search, you can safely let go of those browser graveyards. Anything important is instantly searchable across your workspace and integrated third-party tools. 

You can even ask ClickUp’s AI what was discussed in last Friday’s meeting, and it will fetch the notes for you!

Summarize this article with AI ClickUp Brain not only saves you precious time by instantly summarizing articles, it also leverages AI to connect your tasks, docs, people, and more, streamlining your workflow like never before.
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Turn Browsing Into Real Work With ClickUp

The best AI browsers summarize content, cut down tab overload, automate small tasks, and keep you moving.

But even with the smartest browsing experience, your work still lives across projects, tasks, messages, and documents. And that’s where the gap begins.

To truly close the loop, you need a converged AI workspace that keeps your tasks organized, syncs information across your team, and centralizes everything you act on once the browsing ends.

That’s what ClickUp does.

Pair any of these AI browsers with ClickUp for a smarter, faster, and more effortless workspace. Capture ideas in a click with the ClickUp Chrome Extension, let ClickUp Automations handle repetitive work, and use ClickUp Brain + Brain MAX to turn information into organized tasks, docs, and knowledge.

Sign up to ClickUp for free today! ✅

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Frequently Asked Questions (FAQ)

1. What exactly makes a browser an AI browser?

An AI browser integrates artificial intelligence directly into the core browsing experience. Rather than just loading web pages, it can read and interpret content, summarize long articles, answer questions, or even execute commands based on your prompts.

2. Can AI browsers execute tasks for me, like booking or form-filling?

Yes, some AI browsers like Comet or ChatGPT Atlas claim the ability to navigate sites, fill forms, and complete multi-step workflows on behalf of the user. But the extent and reliability of that automation can vary significantly depending on the site, user permissions, and the specific browser’s design.

3. Are AI browsers safe for privacy?

They can be, but not always. Most AI browsers ask for broader permissions than traditional ones (access to browsing history, cookies, login credentials, etc.) to enable smart features. Because of this access, there are real risks: some point to vulnerabilities where malicious actors could trick the AI assistant into leaking data or executing unintended tasks.

4. What’s the difference between Comet and ChatGPT Atlas?

Both Comet and ChatGPT Atlas are built on AI and Chromium fundamentals, but their approach and feature sets differ. Comet (from Perplexity) emphasizes research, context-aware browsing, summarization, and tab/session organization. ChatGPT Atlas (from OpenAI) focuses on deeply integrated AI assistance with a chatbot built into the search bar.

5. Will AI browsers replace traditional ones like Chrome or Safari?

Most AI browsers rely on newer or experimental features, which makes them less mature than established browsers. For many users, traditional browsers (or AI-enhanced versions of them) may remain sufficient, especially if privacy and robustness matter more than automation.

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