# Browser Use AI visibility in AI Browser Infrastructure

Canonical: https://devtune.ai/verticals/ai-browser-infrastructure/browser-use

[Website](https://browser-use.com/)

Updated: 2026-10-01T18:55:29.013389+00:00
Prompts: 25
Runs: 6


## Platforms

- bing-copilot-search
- google-ai
- google-ai-mode
- perplexity
- chatgpt-search
- xai-search

Rank: 4
Total brands: 8
Measured responses: 150
Presence percent: 22.666666666666664
Share of voice percent: 9.00900900900901
Average position: 12.86
Docs presence percent: 9.333333333333334
Blog presence percent: 3.3333333333333335
Brand mention percent: 49.333333333333336


## Profile

Overview: Browser Use is an AI browser infrastructure company founded in 2024 and based in San Francisco. It provides both an open-source Python library and a managed cloud platform that enable AI agents to autonomously navigate and interact with websites. Unlike vision-based automation tools, Browser Use converts web page elements into structured text that large language models can process deterministically, enabling more reliable and cost-efficient browser automation. Its product suite includes stealth cloud browsers, a residential proxy network across 195+ countries, Skill APIs that turn any website into a callable endpoint, and a purpose-built ChatBrowserUse LLM. The open-source repository has accumulated over 83,000 GitHub stars, making it one of the fastest-growing open-source AI projects. The company raised a $17M seed round in March 2025 and graduated from Y Combinator's Winter 2025 batch.
Product summary: Browser Use is an AI browser automation platform offering an open-source Python library and a managed cloud service that allow AI agents to interact with any website using natural language instructions. It converts web interfaces into structured, LLM-readable text for deterministic agent control, and bundles stealth browsers, proxy rotation, CAPTCHA solving, a purpose-built browser LLM, and Skill APIs into a unified infrastructure stack for AI agent developers.


### Key capabilities

- Open-source Python library (MIT) with self-hosting option and managed Browser Use Cloud
- Structured-text web extraction: converts DOM interactive elements into LLM-readable format instead of vision/screenshot approaches
- Purpose-built ChatBrowserUse LLM optimized for browser tasks (3–5x faster than general models per internal benchmarks)
- Stealth browsers with anti-detection fingerprinting and CAPTCHA solving, zero config
- Residential proxy network across 195+ countries with automatic rotation
- Skill APIs: converts any website into a persistent, callable API endpoint
- Browser Harness: open-source self-healing agent harness for complex web tasks
- MCP integration for Claude Desktop, Cursor, and other MCP-compatible tools
- Custom tool extension via Python decorators within the agent framework
- Concurrent session management (up to 500 on Scaleup tier) with persistent browser profiles



### Target users

- AI engineers and developers building agentic workflows and LLM-powered products
- QA and test automation engineers replacing brittle Selenium/Playwright scripts
- Data engineering and web scraping teams needing authenticated or dynamic-site access
- Developer-focused startups and YC-batch companies building on top of browser automation
- Fortune 500 and enterprise teams automating repetitive web-based operations
- Growth and operations teams requiring RPA-style automation without API access



### Key use cases

- AI agent web navigation and task execution (multi-step autonomous workflows)
- Data extraction and web scraping from dynamic, authenticated, or JavaScript-heavy sites
- Login automation and session/authentication management for agents
- Form filling and repetitive RPA-style workflow automation
- QA and end-to-end browser testing via natural language instructions
- CRM and SaaS integrations where no public API exists
- E-commerce agent readiness testing and agentic commerce workflows
- Infrastructure layer for AI products requiring headless browser access at scale

Integrations ecosystem: Browser Use Cloud advertises 1,000+ integrations including Gmail, Slack, and Notion via its managed agent. The open-source library supports all LangChain-compatible LLMs: OpenAI (GPT-4, GPT-5 family), Anthropic Claude (Sonnet, Opus), Google Gemini, and local models via Ollama, plus the proprietary ChatBrowserUse model. First-class Model Context Protocol (MCP) support enables Claude Desktop and MCP-compatible IDEs (Cursor, VS Code) to control Browser Use locally. A Claude Code skill is available for installation. TypeScript and Python SDKs are published. The platform exposes a Chrome DevTools Protocol (CDP)-based browser API for raw browser access alongside the higher-level agent API.
Pricing summary: Free tier: 10 agent tasks/month, 3 concurrent sessions. Dev: $29/month with $29 in credits, 25 concurrent sessions. Business: $299/month with $400 in credits ($101 bonus), 200 concurrent sessions, unlimited team members and browser profiles. Scaleup: $999/month with $1,400 in credits ($401 bonus), 500 concurrent sessions, dedicated support. Enterprise: custom annual credit pool, SLAs, data retention, and dedicated support. Usage rates: browser sessions at $0.06/hour, proxy bandwidth at $5/GB. V3 agent token pricing at 1.2x provider rates (e.g., Claude Sonnet 4.6 at $3.60 input / $18.00 output per 1M tokens). Custom ChatBrowserUse LLM: $0.20/1M input tokens, $2.00/1M output tokens (cached input at $0.02/1M). Skill creation at $2.00/skill; execution at $0.02/API call. Bring-your-own API key available on paid tiers (pay provider directly plus 0.2x orchestration fee).
Review summary: Formal review coverage is sparse given the product's early stage. Product Hunt shows a 5.0/5 score across 13 reviews, with users praising automation capabilities, easy LLM integration, multi-modal DOM navigation, and chain-of-thought tracking. Developer community sentiment on Hacker News and within the Y Combinator ecosystem is strongly positive, with 20+ YC W25 batch companies reported as users. Criticism surfaces around the Python-only setup curve for non-developers, potential reliability issues on highly dynamic pages, and accumulating cloud costs on longer tasks. A Reddit thread (r/AI_Agents) flagged early infinite-loop bugs. GoLogin's independent expert test found solid performance for typical 20–40 step workflows completing under one minute, with stealth mode performing better than vanilla Playwright but not perfect against the strongest bot-detection systems.
Competitive positioning: Browser Use occupies a developer-first, open-source-first position in AI browser infrastructure, differentiating on its structured-text extraction approach (converting web UIs into LLM-readable text rather than relying on vision/screenshot-based navigation), a purpose-built ChatBrowserUse LLM optimized 3–5x faster than general models, and a dual open-source/managed-cloud delivery model. With 83.5k+ GitHub stars it claims the largest open-source mindshare in the category. It positions its Cloud as a direct, lower-cost alternative to OpenAI's Operator, while the open-source library serves as a free, self-hostable foundation. Its BU Bench V1 benchmark (78% Cloud, 16 points above best open-source model) is used as a public performance claim. The Skill APIs product ('any website becomes a reliable API endpoint') and Browser Harness self-healing harness extend the platform toward deterministic enterprise RPA, where Skyvern and Browserbase compete more directly.
Limitations: Requires Python 3.11+ and command-line setup; non-technical users face a steep onboarding curve with no GUI installer or setup wizard. Highly dynamic or obfuscated DOMs (e.g., heavy anti-bot pages) can still cause agent failures even with stealth mode. Cloud costs scale with token consumption and per-minute browser session time, requiring active monitoring for longer or high-frequency workflows. Some early users reported reliability issues such as infinite loops on basic tasks (noted in r/AI_Agents). As of late 2025, no published G2 reviews existed, limiting structured third-party review data. Advanced enterprise compliance, audit logging, and managed SLAs are less proven compared to dedicated enterprise vendors like Skyvern or Browserbase.


### Source urls

- https://browser-use.com/
- https://github.com/browser-use/browser-use
- https://browser-use.com/pricing
- https://browser-use.com/posts/seed-round
- https://techcrunch.com/2025/03/23/browser-use-the-tool-making-it-easier-for-ai-agents-to-navigate-websites-raises-17m/
- https://siliconangle.com/2025/03/23/browser-use-raises-17m-help-steer-ai-agents-internet/
- https://docs.browser-use.com/
- https://gologin.com/blog/browser-use-technical-expert-review-tests/
- https://www.producthunt.com/products/browser-use/reviews
- https://browser-use.com/posts/ai-browser-agent-benchmark
- https://browser-use.com/posts/frigade
- https://browser-use.com/posts/new-generation
- https://tracxn.com/d/companies/browseruse/__rOzHvc4L_9grveDkam_htBWAh5yqmkygK4YX4XTOdJs

Reviewed at: 2026-04-28T19:04:54.206+00:00


### Customer outcomes

| Customer | Summary | Metric |
| --- | --- | --- |
| Frigade | Frigade (YC W23) uses Browser Use agents to automatically document how their customers' apps work, powering AI-driven in-app onboarding assistants. Browser Use resolved persistent CAPTCHA failures they encountered with other providers, working 'instantly and out of the box' accor | Not available |
| New Generation | New Generation's Kepler agentic commerce platform uses Browser Use to run hundreds of concurrent browser sessions against live brand e-commerce sites to generate Agent Scores measuring AI-readiness. Scale reached 120,000+ Browser Use tasks executed since February 2026 and growing | 120,000+ tasks run since February 2026 |



### Reviews breakdown

| Platform | Score | Score max | Review count | Url |
| --- | --- | --- | --- | --- |
| Product Hunt | 5 | 5 | 13 | https://www.producthunt.com/products/browser-use/reviews |



### Review themes



#### Praised

- Open-source flexibility and MIT license
- Easy LLM integration across multiple providers
- Multi-modal DOM navigation accuracy
- Chain-of-thought tracking and session GIF replay
- Stealth browser CAPTCHA solving working out of the box
- Active GitHub community and rapid release cadence
- Free self-hosted tier lowers barrier to entry
- Simpler than Selenium + LangChain setups



#### Criticized

- Requires Python 3.11+ and command-line setup; non-technical users struggle
- Can fail or loop on highly dynamic or obfuscated websites
- Cloud costs accumulate for long-running or high-frequency sessions
- Early reliability bugs reported (e.g., infinite loops on basic tasks)
- No published G2 reviews; limited third-party structured review data
- Stealth mode not fully effective against strongest bot-detection systems




### Company facts

Founded year: 2024
Hq: San Francisco, USA


#### Founders

- Magnus Müller
- Gregor Zunic

Employees range: 11-50
Total funding: $17M
Valuation: Not available
Arr: Not available
Customer count: Not available
Status: Private


Readiness: Not available


## Ranking

| Display name | Pair count | Total pairs | Presence percent | Avg position |
| --- | --- | --- | --- | --- |
| Browserbase | 78 | 150 | 52 | 21.08133971291866 |
| Browserless | 47 | 150 | 31.333333333333336 | 26.086614173228348 |
| Steel | 45 | 150 | 30 | 23.408602150537636 |
| Browser Use | 34 | 150 | 22.666666666666664 | 12.86 |
| Skyvern | 17 | 150 | 11.333333333333332 | 33.96 |
| Stagehand | 16 | 150 | 10.666666666666668 | 21.24137931034483 |
| Hyperbrowser | 14 | 150 | 9.333333333333334 | 24.272727272727273 |
| AgentQL | 0 | 150 | 0 | Not available |



## Platform breakdown

| Platform | Prompt count | Presence rate |
| --- | --- | --- |
| bing-copilot-search | 0 | 0 |
| google-ai | 1 | 4 |
| google-ai-mode | 4 | 16 |
| perplexity | 12 | 48 |
| chatgpt-search | 4 | 16 |
| xai-search | 13 | 52 |



## Strengths

| Prompt text | Platform count | Avg position |
| --- | --- | --- |
| Which browser automation platforms designed for AI agents handle network failures and page load timeouts most gracefully in production? | 1 | 2 |
| What's the easiest headless browser platform to spin up for an AI agent that needs to fill out web forms without managing my own infrastructure? | 1 | 2 |
| Which cloud browser environments support multi-tab and multi-session orchestration for agents running parallel web tasks at scale? | 1 | 3 |
| What are the best browser automation platforms that let an AI agent extract structured data from dynamic, client-rendered pages? | 1 | 3 |
| Which hosted headless browser environments are easiest to integrate into an existing LLM-powered agent pipeline from day one? | 2 | 4.5 |



## Gaps

| Prompt text | Competitor presence count |
| --- | --- |
| Which AI-native browser platforms support file uploads, downloads, and form interactions beyond basic clicking and navigation? | 5 |
| What are the best managed headless browser services for running autonomous web agents in production without self-hosting a browser fleet? | 4 |
| Which browser automation frameworks designed for AI agents have the best developer experience for iterating quickly on web tasks? | 4 |
| Looking for a browser infrastructure platform that supports persistent sessions and cookies across agent runs — what are my options? | 4 |
| What browser infrastructure platforms are best suited for a startup running 10,000+ automated web tasks per day with strict uptime requirements? | 4 |



## Topic scores

| Topic name | Prompt count | Cited prompt count |
| --- | --- | --- |
| Capability | 5 | 4 |
| Developer Experience | 5 | 4 |
| Integrations & Ecosystem | 5 | 4 |
| Performance & Reliability | 5 | 3 |
| Setup & First Run | 5 | 5 |



## Prompt results

- Prompt text: Which browser automation platforms designed for AI agents handle network failures and page load timeouts most gracefully in production?


#### Brand position by platform

Bing-copilot-search: Not available
Google-ai: Not available
Google-ai-mode: Not available
Perplexity: 2
Chatgpt-search: Not available
Xai-search: Not available



#### Platform rows



##### Bing-copilot-search





##### Google-ai





##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Skyvern | 1 |
| Browserbase | 3 |



##### Perplexity

| Display name | Position |
| --- | --- |
| Browser Use | 2 |
| Stagehand | 3 |
| Browserbase | 4 |



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Browserbase | 1 |
| Steel | 3 |



##### Xai-search

| Display name | Position |
| --- | --- |
| Browserbase | 32 |
| Stagehand | 40 |
| Skyvern | 47 |


- Prompt text: What cloud browser infrastructure works best with leading LLM providers for vision-based web agents that interpret screenshots?


#### Brand position by platform

Bing-copilot-search: Not available
Google-ai: Not available
Google-ai-mode: Not available
Perplexity: Not available
Chatgpt-search: Not available
Xai-search: 17



#### Platform rows



##### Bing-copilot-search





##### Google-ai





##### Google-ai-mode





##### Perplexity

| Display name | Position |
| --- | --- |
| Browserless | 1 |



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Browserbase | 1 |
| Steel | 2 |



##### Xai-search

| Display name | Position |
| --- | --- |
| Browserless | 7 |
| Steel | 9 |
| Browserbase | 13 |
| Browser Use | 17 |


- Prompt text: I'm evaluating headless browser services for a mid-size team — which ones avoid vendor lock-in by supporting standard browser automation protocols?


#### Brand position by platform

Bing-copilot-search: Not available
Google-ai: Not available
Google-ai-mode: 2
Perplexity: Not available
Chatgpt-search: Not available
Xai-search: 22



#### Platform rows



##### Bing-copilot-search





##### Google-ai





##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Browserbase | 1 |
| Browser Use | 2 |



##### Perplexity

| Display name | Position |
| --- | --- |
| Browserless | 1 |
| Browserbase | 5 |



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Browserbase | 1 |
| Browserless | 2 |



##### Xai-search

| Display name | Position |
| --- | --- |
| Browserless | 11 |
| Browser Use | 22 |
| Browserbase | 37 |


- Prompt text: Looking for a browser automation platform purpose-built for AI agents — what should a solo developer consider when getting started?


#### Brand position by platform

Bing-copilot-search: Not available
Google-ai: Not available
Google-ai-mode: Not available
Perplexity: Not available
Chatgpt-search: 3
Xai-search: 12



#### Platform rows



##### Bing-copilot-search





##### Google-ai





##### Google-ai-mode





##### Perplexity

| Display name | Position |
| --- | --- |
| Browserbase | 1 |



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Browserbase | 1 |
| Stagehand | 2 |
| Browser Use | 3 |



##### Xai-search

| Display name | Position |
| --- | --- |
| Browserbase | 6 |
| Browser Use | 12 |
| Steel | 19 |
| Browserless | 36 |
| Stagehand | 39 |


- Prompt text: Which headless browser platforms aimed at AI agents have the best client SDKs and documentation for a small startup engineering team?


#### Brand position by platform

Bing-copilot-search: Not available
Google-ai: Not available
Google-ai-mode: Not available
Perplexity: 3
Chatgpt-search: 4
Xai-search: 32



#### Platform rows



##### Bing-copilot-search





##### Google-ai





##### Google-ai-mode





##### Perplexity

| Display name | Position |
| --- | --- |
| Browserbase | 1 |
| Browser Use | 3 |
| Steel | 6 |
| Browserless | 9 |



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Browserbase | 1 |
| Steel | 3 |
| Browser Use | 4 |
| Hyperbrowser | 6 |



##### Xai-search

| Display name | Position |
| --- | --- |
| Browserbase | 13 |
| Steel | 14 |
| Hyperbrowser | 21 |
| Browser Use | 32 |
| Stagehand | 39 |


- Prompt text: Which cloud browser environments for AI agents have the strongest ecosystem of community extensions, recipes, or pre-built task templates?


#### Brand position by platform

Bing-copilot-search: Not available
Google-ai: Not available
Google-ai-mode: Not available
Perplexity: 5
Chatgpt-search: Not available
Xai-search: 6



#### Platform rows



##### Bing-copilot-search





##### Google-ai





##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Steel | 1 |
| Browserbase | 2 |



##### Perplexity

| Display name | Position |
| --- | --- |
| Browserbase | 1 |
| Browser Use | 5 |



##### Chatgpt-search





##### Xai-search

| Display name | Position |
| --- | --- |
| Browserbase | 2 |
| Browser Use | 6 |
| Steel | 13 |
| Browserless | 25 |
| Skyvern | 67 |


- Prompt text: I'm evaluating browser infrastructure for an agent team of 5 engineers — which platforms have the smoothest local dev-to-cloud workflow?


#### Brand position by platform

Bing-copilot-search: Not available
Google-ai: Not available
Google-ai-mode: Not available
Perplexity: Not available
Chatgpt-search: Not available
Xai-search: Not available



#### Platform rows



##### Bing-copilot-search





##### Google-ai





##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Browserless | 3 |



##### Perplexity

| Display name | Position |
| --- | --- |
| Stagehand | 1 |
| Browserbase | 2 |
| Steel | 4 |



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Browserbase | 1 |
| Steel | 2 |
| Browserless | 3 |



##### Xai-search

| Display name | Position |
| --- | --- |
| Browserbase | 17 |
| Skyvern | 28 |
| Browserless | 36 |
| Steel | 44 |


- Prompt text: Which cloud browser environments have the best track record for production reliability when AI agents are doing critical multi-step web workflows?


#### Brand position by platform

Bing-copilot-search: Not available
Google-ai: Not available
Google-ai-mode: Not available
Perplexity: 7
Chatgpt-search: 2
Xai-search: Not available



#### Platform rows



##### Bing-copilot-search





##### Google-ai





##### Google-ai-mode





##### Perplexity

| Display name | Position |
| --- | --- |
| Steel | 1 |
| Browserbase | 5 |
| Browser Use | 7 |



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Browserbase | 1 |
| Browser Use | 2 |
| Steel | 4 |
| Hyperbrowser | 5 |



##### Xai-search

| Display name | Position |
| --- | --- |
| Hyperbrowser | 32 |
| Browserless | 34 |
| Browserbase | 44 |


- Prompt text: I need a headless browser platform where cold start time is under a second for agent tasks — which services actually deliver on that?


#### Brand position by platform

Bing-copilot-search: Not available
Google-ai: Not available
Google-ai-mode: Not available
Perplexity: Not available
Chatgpt-search: Not available
Xai-search: Not available



#### Platform rows



##### Bing-copilot-search





##### Google-ai





##### Google-ai-mode





##### Perplexity

| Display name | Position |
| --- | --- |
| Skyvern | 2 |



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Steel | 2 |
| Browserless | 3 |
| Browserbase | 4 |



##### Xai-search

| Display name | Position |
| --- | --- |
| Browserless | 14 |
| Hyperbrowser | 37 |
| Skyvern | 47 |
| Steel | 64 |


- Prompt text: Which headless browser platforms handle anti-bot detection and CAPTCHA solving well enough for production-grade AI web agents?


#### Brand position by platform

Bing-copilot-search: Not available
Google-ai: Not available
Google-ai-mode: Not available
Perplexity: 4
Chatgpt-search: Not available
Xai-search: Not available



#### Platform rows



##### Bing-copilot-search





##### Google-ai

| Display name | Position |
| --- | --- |
| Browserbase | 4 |



##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Stagehand | 1 |



##### Perplexity

| Display name | Position |
| --- | --- |
| Browserbase | 2 |
| Browser Use | 4 |
| Steel | 5 |



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Browserless | 1 |
| Steel | 3 |
| Browserbase | 4 |



##### Xai-search

| Display name | Position |
| --- | --- |
| Browserless | 6 |
| Browserbase | 8 |
| Steel | 56 |


- Prompt text: What are the best managed headless browser services for running autonomous web agents in production without self-hosting a browser fleet?


#### Brand position by platform

Bing-copilot-search: Not available
Google-ai: Not available
Google-ai-mode: Not available
Perplexity: 8
Chatgpt-search: Not available
Xai-search: 15



#### Platform rows



##### Bing-copilot-search





##### Google-ai





##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Browserless | 2 |



##### Perplexity

| Display name | Position |
| --- | --- |
| Stagehand | 1 |
| Browserless | 2 |
| Steel | 5 |
| Browser Use | 8 |



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Browserbase | 1 |
| Steel | 2 |
| Browserless | 4 |



##### Xai-search

| Display name | Position |
| --- | --- |
| Browserbase | 1 |
| Browserless | 5 |
| Steel | 11 |
| Browser Use | 15 |


- Prompt text: What tools do AI agent teams typically use to debug headless browser sessions when autonomous web tasks fail unexpectedly?


#### Brand position by platform

Bing-copilot-search: Not available
Google-ai: Not available
Google-ai-mode: Not available
Perplexity: Not available
Chatgpt-search: Not available
Xai-search: 20



#### Platform rows



##### Bing-copilot-search





##### Google-ai

| Display name | Position |
| --- | --- |
| Browserless | 1 |



##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Browserbase | 1 |
| Steel | 2 |



##### Perplexity

| Display name | Position |
| --- | --- |
| Browserbase | 1 |



##### Chatgpt-search





##### Xai-search

| Display name | Position |
| --- | --- |
| Browserbase | 4 |
| Browser Use | 20 |
| Browserless | 53 |


- Prompt text: Which cloud browser environments support multi-tab and multi-session orchestration for agents running parallel web tasks at scale?


#### Brand position by platform

Bing-copilot-search: Not available
Google-ai: Not available
Google-ai-mode: Not available
Perplexity: 3
Chatgpt-search: Not available
Xai-search: Not available



#### Platform rows



##### Bing-copilot-search





##### Google-ai





##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Steel | 1 |
| Browserbase | 3 |



##### Perplexity

| Display name | Position |
| --- | --- |
| Browserbase | 1 |
| Browser Use | 3 |



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Browserbase | 1 |
| Steel | 2 |
| Browserless | 3 |



##### Xai-search

| Display name | Position |
| --- | --- |
| Skyvern | 18 |
| Browserless | 23 |
| Steel | 70 |
| Browserbase | 79 |


- Prompt text: I'm building an AI agent that needs to control a real browser — which cloud browser platforms let me get started with minimal config?


#### Brand position by platform

Bing-copilot-search: Not available
Google-ai: Not available
Google-ai-mode: Not available
Perplexity: 2
Chatgpt-search: Not available
Xai-search: 15



#### Platform rows



##### Bing-copilot-search





##### Google-ai

| Display name | Position |
| --- | --- |
| Browserbase | 3 |



##### Google-ai-mode





##### Perplexity

| Display name | Position |
| --- | --- |
| Browserbase | 1 |
| Browser Use | 2 |
| Steel | 3 |
| Browserless | 4 |



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Browserbase | 1 |
| Browserless | 2 |
| Steel | 3 |



##### Xai-search

| Display name | Position |
| --- | --- |
| Browserbase | 9 |
| Browser Use | 15 |
| Steel | 29 |
| Browserless | 38 |


- Prompt text: Which hosted headless browser environments are easiest to integrate into an existing LLM-powered agent pipeline from day one?


#### Brand position by platform

Bing-copilot-search: Not available
Google-ai: Not available
Google-ai-mode: Not available
Perplexity: 6
Chatgpt-search: 3
Xai-search: Not available



#### Platform rows



##### Bing-copilot-search





##### Google-ai





##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Steel | 1 |



##### Perplexity

| Display name | Position |
| --- | --- |
| Browserbase | 1 |
| Browserless | 3 |
| Browser Use | 6 |



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Browserbase | 1 |
| Browserless | 2 |
| Browser Use | 3 |



##### Xai-search

| Display name | Position |
| --- | --- |
| Browserbase | 14 |
| Steel | 18 |
| Browserless | 19 |


- Prompt text: Which managed headless browser platforms can reliably handle thousands of concurrent AI agent sessions without significant latency spikes?


#### Brand position by platform

Bing-copilot-search: Not available
Google-ai: Not available
Google-ai-mode: Not available
Perplexity: Not available
Chatgpt-search: Not available
Xai-search: Not available



#### Platform rows



##### Bing-copilot-search





##### Google-ai

| Display name | Position |
| --- | --- |
| Hyperbrowser | 3 |
| Browserless | 4 |



##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Browserbase | 1 |



##### Perplexity

| Display name | Position |
| --- | --- |
| Steel | 4 |
| Browserless | 5 |



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Browserbase | 1 |
| Hyperbrowser | 2 |
| Steel | 3 |
| Browserless | 5 |



##### Xai-search

| Display name | Position |
| --- | --- |
| Browserless | 4 |
| Browserbase | 11 |
| Hyperbrowser | 17 |
| Steel | 18 |
| Skyvern | 42 |


- Prompt text: Which browser automation frameworks designed for AI agents have the best developer experience for iterating quickly on web tasks?


#### Brand position by platform

Bing-copilot-search: Not available
Google-ai: Not available
Google-ai-mode: Not available
Perplexity: 5
Chatgpt-search: Not available
Xai-search: 21



#### Platform rows



##### Bing-copilot-search





##### Google-ai

| Display name | Position |
| --- | --- |
| Stagehand | 1 |



##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Steel | 2 |



##### Perplexity

| Display name | Position |
| --- | --- |
| Stagehand | 1 |
| Browser Use | 5 |



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Stagehand | 1 |



##### Xai-search

| Display name | Position |
| --- | --- |
| Browserbase | 10 |
| Steel | 19 |
| Browser Use | 21 |
| Stagehand | 35 |
| Skyvern | 55 |


- Prompt text: Which AI browser platforms have built-in integrations with workflow automation tools for connecting web agent actions to downstream systems?


#### Brand position by platform

Bing-copilot-search: Not available
Google-ai: Not available
Google-ai-mode: Not available
Perplexity: Not available
Chatgpt-search: Not available
Xai-search: 16



#### Platform rows



##### Bing-copilot-search





##### Google-ai





##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Browserbase | 1 |
| Steel | 2 |



##### Perplexity





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Stagehand | 4 |



##### Xai-search

| Display name | Position |
| --- | --- |
| Browser Use | 16 |
| Browserbase | 17 |
| Skyvern | 55 |


- Prompt text: Looking for a browser infrastructure platform that supports persistent sessions and cookies across agent runs — what are my options?


#### Brand position by platform

Bing-copilot-search: Not available
Google-ai: Not available
Google-ai-mode: Not available
Perplexity: Not available
Chatgpt-search: Not available
Xai-search: Not available



#### Platform rows



##### Bing-copilot-search





##### Google-ai

| Display name | Position |
| --- | --- |
| Browserbase | 1 |
| Browserless | 3 |



##### Google-ai-mode





##### Perplexity

| Display name | Position |
| --- | --- |
| Browserbase | 1 |
| Browserless | 3 |



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Browserbase | 1 |
| Steel | 2 |
| Hyperbrowser | 4 |



##### Xai-search

| Display name | Position |
| --- | --- |
| Skyvern | 1 |
| Browserbase | 5 |
| Hyperbrowser | 17 |
| Browserless | 26 |


- Prompt text: What browser infrastructure platforms are best suited for a startup running 10,000+ automated web tasks per day with strict uptime requirements?


#### Brand position by platform

Bing-copilot-search: Not available
Google-ai: Not available
Google-ai-mode: Not available
Perplexity: Not available
Chatgpt-search: Not available
Xai-search: 69



#### Platform rows



##### Bing-copilot-search





##### Google-ai

| Display name | Position |
| --- | --- |
| Hyperbrowser | 2 |



##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Browserbase | 2 |



##### Perplexity

| Display name | Position |
| --- | --- |
| Browserless | 1 |
| Steel | 4 |



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Browserbase | 1 |
| Hyperbrowser | 2 |
| Steel | 4 |



##### Xai-search

| Display name | Position |
| --- | --- |
| Browserbase | 17 |
| Browserless | 28 |
| Hyperbrowser | 32 |
| Skyvern | 53 |
| Browser Use | 69 |


- Prompt text: Which headless browser platforms integrate natively with popular agent orchestration frameworks so I don't have to write custom glue code?


#### Brand position by platform

Bing-copilot-search: Not available
Google-ai: Not available
Google-ai-mode: Not available
Perplexity: Not available
Chatgpt-search: Not available
Xai-search: Not available



#### Platform rows



##### Bing-copilot-search





##### Google-ai





##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Browserless | 3 |



##### Perplexity

| Display name | Position |
| --- | --- |
| Browserbase | 1 |
| Browserless | 5 |



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Browserbase | 1 |
| Stagehand | 2 |



##### Xai-search

| Display name | Position |
| --- | --- |
| Browserbase | 18 |
| Browserless | 40 |
| Stagehand | 43 |
| Skyvern | 49 |


- Prompt text: What are the best browser automation platforms that let an AI agent extract structured data from dynamic, client-rendered pages?


#### Brand position by platform

Bing-copilot-search: Not available
Google-ai: Not available
Google-ai-mode: 3
Perplexity: Not available
Chatgpt-search: Not available
Xai-search: Not available



#### Platform rows



##### Bing-copilot-search





##### Google-ai





##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Browser Use | 3 |



##### Perplexity

| Display name | Position |
| --- | --- |
| Browserbase | 1 |
| Stagehand | 3 |



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Browserbase | 1 |



##### Xai-search

| Display name | Position |
| --- | --- |
| Browserbase | 17 |
| Browserless | 28 |


- Prompt text: Which AI-native browser platforms support file uploads, downloads, and form interactions beyond basic clicking and navigation?


#### Brand position by platform

Bing-copilot-search: Not available
Google-ai: Not available
Google-ai-mode: Not available
Perplexity: 4
Chatgpt-search: Not available
Xai-search: 15



#### Platform rows



##### Bing-copilot-search

| Display name | Position |
| --- | --- |
| Skyvern | 1 |



##### Google-ai





##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Browserbase | 1 |



##### Perplexity

| Display name | Position |
| --- | --- |
| Browserbase | 1 |
| Browser Use | 4 |



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Skyvern | 1 |
| Browserbase | 3 |



##### Xai-search

| Display name | Position |
| --- | --- |
| Browserbase | 3 |
| Skyvern | 12 |
| Browser Use | 15 |


- Prompt text: What's the easiest headless browser platform to spin up for an AI agent that needs to fill out web forms without managing my own infrastructure?


#### Brand position by platform

Bing-copilot-search: Not available
Google-ai: Not available
Google-ai-mode: 2
Perplexity: Not available
Chatgpt-search: Not available
Xai-search: Not available



#### Platform rows



##### Bing-copilot-search





##### Google-ai





##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Browser Use | 2 |
| Browserbase | 3 |



##### Perplexity

| Display name | Position |
| --- | --- |
| Browserbase | 1 |
| Browserless | 4 |



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Browserbase | 1 |
| Steel | 2 |



##### Xai-search

| Display name | Position |
| --- | --- |
| Browserless | 3 |
| Browserbase | 20 |
| Steel | 29 |
| Hyperbrowser | 30 |


- Prompt text: Which cloud browser platforms give engineers the best live session replay and observability when building autonomous web agents?


#### Brand position by platform

Bing-copilot-search: Not available
Google-ai: 5
Google-ai-mode: 1
Perplexity: 5
Chatgpt-search: Not available
Xai-search: 24



#### Platform rows



##### Bing-copilot-search





##### Google-ai

| Display name | Position |
| --- | --- |
| Browserbase | 1 |
| Browser Use | 5 |



##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Browser Use | 1 |
| Browserbase | 3 |



##### Perplexity

| Display name | Position |
| --- | --- |
| Browserbase | 1 |
| Browser Use | 5 |
| Steel | 8 |



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Browserbase | 1 |
| Steel | 2 |
| Browserless | 3 |



##### Xai-search

| Display name | Position |
| --- | --- |
| Skyvern | 1 |
| Browserless | 2 |
| Browserbase | 11 |
| Browser Use | 24 |
| Steel | 45 |





## Top sources

| Url | Title | Domain | Logo url | Source vertical | Content type | Citation count | Last30d count |
| --- | --- | --- | --- | --- | --- | --- | --- |
| https://browser-use.com/ | Browser Use - The way AI uses the internet | browser-use.com | https://izgwnlozsmjmqjsnddmg.supabase.co/storage/v1/object/public/domain-logos/9dbab6f8-54b2-49a0-8181-89a0ed130318/670e2937-3fa7-4b34-8415-636cc6ad3d18/780c6ebf47aee6801cdc1f132ffee26d1e8b0e89.png | commercial | blog_post | 13 | 13 |
| https://github.com/browser-use/browser-use | Agents that use the browser. - GitHub | github.com | https://izgwnlozsmjmqjsnddmg.supabase.co/storage/v1/object/public/domain-logos/9dbab6f8-54b2-49a0-8181-89a0ed130318/670e2937-3fa7-4b34-8415-636cc6ad3d18/621dafe6fbe494868cb4dc5fdc6b1a54f2522a26.png | commercial | discussion | 13 | 13 |
| https://docs.browser-use.com/open-source/development/monitoring/observability | Observability - Browser Use | docs.browser-use.com | Not available | commercial | documentation | 9 | 9 |
| https://browser-use.com/stealth-browsers | Browser Infrastructure — Stealth Browsers for AI Agents \| Browser Use | browser-use.com | https://izgwnlozsmjmqjsnddmg.supabase.co/storage/v1/object/public/domain-logos/9dbab6f8-54b2-49a0-8181-89a0ed130318/670e2937-3fa7-4b34-8415-636cc6ad3d18/780c6ebf47aee6801cdc1f132ffee26d1e8b0e89.png | commercial | product_page | 7 | 7 |
| https://docs.browser-use.com/cloud/quickstart | Quick start - Browser Use | docs.browser-use.com | Not available | commercial | documentation | 6 | 6 |
| https://docs.browser-use.com/cloud/legacy/agent | Agent (v2) | docs.browser-use.com | Not available | commercial | documentation | 4 | 4 |
| https://docs.browser-use.com/open-source/quickstart | Human Quickstart | docs.browser-use.com | Not available | commercial | documentation | 3 | 3 |
| https://cloud.browser-use.com/ | Browser Use Cloud | cloud.browser-use.com | Not available | commercial | landing_page | 3 | 3 |



## Response excerpts

| Prompt text | Platform | Excerpt |
| --- | --- | --- |
| I'm evaluating browser infrastructure for an agent team of 5 engineers — which platforms have the smoothest local dev-to-cloud workflow? | chatgpt-search | \[4\] For an agent team, its CLI/agent integration is also unusually polished: Steel provides scaffolding and integrations for coding agents and frameworks such as Browser Use. |
| Which cloud browser environments have the best track record for production reliability when AI agents are doing critical multi-step web workflows? | chatgpt-search | \[1\] \| Critical business workflows where debuggability and operational tooling matter \| \| Browser Use Cloud \| Strong evidence on anti-bot survivability: its March 2026 benchmark reported 81% pass rate across 71 protected sites, though t... |
| What are the best managed headless browser services for running autonomous web agents in production without self-hosting a browser fleet? | chatgpt-search | Sessions retain cookies/storage and can be controlled through Playwright, Puppeteer, Selenium, etc. \[3\] It also explicitly supports integrations with Browser Use, OpenAI Computer Use, Claude Computer Use, CrewAI, and others. |



## Competitor excerpts

| Platform | Competitor name | Excerpt |
| --- | --- | --- |
| bing-copilot-search | Skyvern | AI-native browsers that support file uploads, downloads, and advanced form interactions include Skyvern, Firecrawl, Browserbase, Browser Use, Perplexity Comet, and ChatGPT Atlas. |
| google-ai-mode | Browserbase | Browserbase +1 \| Platform \| Primary Persistence Mechanism \| Best Suited For \| \| --- \| --- \| --- \| \| Browserbase... |
| perplexity | Browserbase | Browserbase with Stagehand — Supports natural-language browser actions and form filling; Browserbase also documents file uploads, downloads, and verification. |
| chatgpt-search | Skyvern | ...nload files \| Fill/submit forms \| Multi-step browser actions \| Best fit \| \| --- \| --- \| --- \| --- \| --- \| --- \| \| Skyvern \| ✅ \| ✅ \| ✅ \| ✅ \| Business/RPA workflows \| \| Browser Use \| ✅ \| ✅ \| ✅ \| ✅ \| Developer-built agents \| \| Brow... |
| chatgpt-search | Browserbase | ...ern \| ✅ \| ✅ \| ✅ \| ✅ \| Business/RPA workflows \| \| Browser Use \| ✅ \| ✅ \| ✅ \| ✅ \| Developer-built agents \| \| Browserbase \| ✅ \| ✅ \| ✅ \| ✅ \| Browser infrastructure for agents \| \| Stagehand \| Via browser automation \| Via browser autom... |
| google-ai-mode | Browserless | Browserless * The Vibe: The reliable, battle-tested workhorse. |
| perplexity | Stagehand | \| Service \| Best fit \| Why consider it \| Trade-offs \| \|---\|---\|---\|---\| \| Browserbase + Stagehand \| A polished browser-agent stack \| Browserbase provides managed browsers; Stagehand adds agent-oriented browser automation. |
| perplexity | Browserless | \| \| Browserless \| Existing Playwright or Puppeteer agents, or teams needing flexible APIs \| Connect existing code over WebSocket, or use REST/BrowserQL. |
| chatgpt-search | Browserbase | ...list these: \| Service \| Best fit \| Agent-specific strengths \| Trade-offs \| \| --- \| --- \| --- \| --- \| \| Browserbase \| General-purpose production agents \| Playwright/Puppeteer, session recording, persistent state, autoscaling, agent to... |
| chatgpt-search | Steel | ...ght/Puppeteer, session recording, persistent state, autoscaling, agent tooling \| More opinionated managed platform \| \| Steel \| Agent-native infrastructure + portability \| Cloud sessions, CDP/Playwright, persistent profiles, stealth/proxies, CAPTC... |
| google-ai | Stagehand | Stagehand (by Browserbase) * Best For: Hybrid code-and-LLM automation using familiar programming constructs. |
| google-ai-mode | Steel | steel.dev&client=AIM&size=128&type=FAVICON&fallback_opts=TYPE,SIZE,URL) llms.steel.dev +1 Vision-based agents capture sequential screen states, requiring infrastructure that minimizes transfer lag, bypasses CAPTCHAs, and renders real DOM/GPU surfaces... |



## Trend

Visibility delta: 4.199999999999999
Avg position delta: -0.5570719602977672
Citation count delta: -5