# Hyperbrowser AI visibility in AI Browser Infrastructure

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

[Website](https://hyperbrowser.ai/)

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: 7
Total brands: 8
Measured responses: 150
Presence percent: 9.333333333333334
Share of voice percent: 3.963963963963964
Average position: 24.272727272727273
Docs presence percent: 0.6666666666666667
Blog presence percent: 0
Brand mention percent: 20


## Profile

Overview: Hyperbrowser is a Y Combinator-backed cloud browser infrastructure platform built for AI agents and developer teams. Founded in 2021 and headquartered in San Francisco, it provides scalable, managed headless browser sessions with built-in CAPTCHA solving, proxy rotation, stealth mode, and anti-bot detection. The platform supports thousands of concurrent browser sessions with sub-500ms launch times and integrates with Playwright, Puppeteer, and Selenium. Hyperbrowser also offers HyperAgent, an open-source AI-native automation framework that extends Playwright with natural language commands, and an official MCP server enabling LLMs such as Claude and Cursor to interact with the live web. The company is backed by YC, Accel, and SV Angel.
Product summary: Hyperbrowser delivers Browser-as-a-Service (BaaS) infrastructure purpose-built for AI agents, running headless Chrome in isolated cloud containers. Its core platform manages browser provisioning, stealth fingerprinting, proxy rotation, automatic CAPTCHA solving, session recording, and live view debugging. HyperAgent adds an AI-native automation layer on top of Playwright, accepting natural language task instructions. An official MCP server connects LLMs and IDEs (Claude Desktop, Cursor, Windsurf) directly to live web capabilities. SDKs are available in Python and Node.js, and the platform supports integration with LangChain, LlamaIndex, and workflow tools such as n8n.


### Key capabilities

- Scalable headless browser sessions in isolated cloud containers (1,000+ concurrent)
- Sub-500ms browser launch times with 99.9% uptime SLA
- Built-in stealth mode with browser fingerprint randomization (User-Agent, WebGL, Canvas, AudioContext)
- Automatic CAPTCHA solving and ad blocking
- Residential proxy rotation with IP management
- Session management: live view, session replay, persistent profiles, and cookie retention
- HyperAgent: open-source AI-native Playwright wrapper with natural language commands (page.ai(), page.extract())
- Official MCP server for connecting LLMs to the web (scrape, crawl, extract, browser agents)
- Action caching for deterministic replay of recorded automation sequences
- SDKs for Python and Node.js with sync/async support



### Target users

- AI agent developers building autonomous web workflows
- Web scraping and data engineering teams
- QA and test automation engineers
- Full-stack developers integrating LLMs with live web data
- AI/ML researchers needing scalable browser infrastructure
- Growth-stage startups building agentic web products



### Key use cases

- Large-scale AI agent web automation and data collection
- Web scraping and structured data extraction at scale
- Anti-bot evasion for accessing protected or JavaScript-heavy sites
- QA and automated testing of single-page applications in cloud browsers
- LLM and IDE augmentation via MCP for real-time web research and coding
- Multi-site form filling and workflow automation via AI agents
- AI browser agent prototyping via the HyperPilot playground

Integrations ecosystem: Hyperbrowser integrates natively with Playwright, Puppeteer, and Selenium for browser control. It ships official SDKs for Python and Node.js. Framework integrations include LangChain (HyperbrowserLoader, HyperbrowserBrowserUseTool, HyperbrowserClaudeComputerUseTool, HyperbrowserOpenAICUATool) and LlamaIndex. An official MCP server (npx hyperbrowser-mcp) connects Claude Desktop, Cursor, Windsurf, and other MCP clients to live web capabilities including scrape_webpage, crawl_webpages, extract_structured_data, and browser agent tools. It integrates with AI model runtimes from OpenAI (CUA), Anthropic (Claude Computer Use), and Google (Gemini Computer Use), and supports the Browser Use agent. Additional connectors include n8n (n8n-node on GitHub) and Composio for tool-routing into agent frameworks such as CrewAI, LlamaIndex, Mastra AI, Pydantic AI, and Autogen.
Pricing summary: Hyperbrowser uses a credit-based pricing model: 1 credit = $0.001 USD. One browser hour costs 100 credits ($0.10) and one scraped page costs 1 credit ($0.001). A free tier provides 1,000 credits and 1 concurrent browser. The Startup plan is $30/month plus usage (30,000 credits, 25 concurrent browsers, 30-day data retention). The Scale plan is $100/month plus usage (100,000 credits, 100 concurrent browsers, advanced stealth). Enterprise pricing is custom. Credits can be purchased separately and expire after 12 months. The credit-based structure offers flexibility but can make cost forecasting difficult for variable or large-scale workloads.
Review summary: Hyperbrowser has no verifiable scored reviews on major platforms such as G2 or Gartner Peer Insights as of April 2026. Third-party analyst commentary and developer community sources describe the platform positively for its fast session launches, reliable stealth and anti-bot capabilities, ease of API integration, and active ecosystem development. Common criticisms focus on the need to write and maintain custom automation logic per site, unpredictable costs under the credit-based pricing model, and the platform's relative youth compared to more established competitors. It is noted as particularly popular within the AI developer and hacker community.
Competitive positioning: Hyperbrowser positions itself as 'AI's gateway to the web' — an AI-first BaaS platform differentiating on aggressive anti-detection, concurrent scale (1,000+ sessions), sub-500ms cold start, and a tightly integrated AI agent layer (HyperAgent + MCP). Compared to Browserbase, its closest like-for-like competitor, Hyperbrowser emphasizes stealth capabilities and AI-native tooling over a broader no-code ecosystem. Unlike Skyvern or Browser Use, which focus on higher-level visual or LLM-driven task orchestration, Hyperbrowser is primarily infrastructure that developers build on top of. Its credit-based pricing and developer-community orientation appeal to startups and engineering teams seeking flexibility, while Browserbase targets those wanting more predictable per-hour billing and a larger product surface.
Limitations: Hyperbrowser is primarily infrastructure: developers must write and maintain automation logic (scripts or HyperAgent commands) per site, and those scripts can break when target sites change layout. The credit-based pricing model makes cost estimation challenging for variable or long-running workloads. As a newer service compared to Browserbase or Browserless, it is considered less proven for enterprise-grade long-term stability. Customer support is not available 24/7. The platform does not provide native no-code workflow orchestration for non-technical users. Very large simultaneous workloads at extreme scale may require enterprise-tier negotiation.


### Source urls

- https://www.ycombinator.com/companies/hyperbrowser
- https://www.ycombinator.com/launches/MeQ-hyperbrowser-web-infrastructure-for-ai-agents
- https://www.ycombinator.com/launches/N73-hyperbrowser-mcp-server-connecting-ai-to-the-web
- https://github.com/hyperbrowserai
- https://github.com/hyperbrowserai/mcp
- https://research.contrary.com/company/browserbase
- https://www.skyvern.com/blog/browserbase-vs-hyperbrowser-ai/
- https://www.skyvern.com/blog/hyperbrowser-ai-reviews-pricing-alternatives/
- https://www.browserless.io/blog/browserless-vs-hyperbrowser
- https://agentsindex.ai/hyperbrowser
- https://docs.langchain.com/oss/python/integrations/providers/hyperbrowser
- https://o-mega.ai/articles/top-10-remote-browsers-for-ai-agents-full-2025-review
- https://docs.hyperbrowser.ai/reference/pricing

Reviewed at: 2026-04-28T23:07:19.823+00:00


### Customer outcomes





### Reviews breakdown





### Review themes



#### Praised

- Sub-500ms browser launch speeds
- Strong anti-bot stealth and fingerprint randomization
- Easy API and SDK integration (Playwright, Puppeteer, Python, Node.js)
- First-party MCP server for LLM and IDE integration
- HyperAgent natural language browser control
- Active development and community responsiveness
- Flexible credit-based pay-as-you-go model
- Support for 1,000+ concurrent sessions



#### Criticized

- Automation logic must be written and maintained per site by developers
- Scripts break when target site layouts change
- Credit-based pricing makes cost forecasting difficult
- Less proven long-term stability vs. mature competitors
- No 24/7 customer support
- No native no-code orchestration for non-technical users




### Company facts

Founded year: 2021
Hq: San Francisco, USA


#### Founders

- Shri Sukhani
- Akshay Shekhawat

Employees range: 1-10
Total funding: Not available
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 | 2 | 8 |
| google-ai-mode | 0 | 0 |
| perplexity | 0 | 0 |
| chatgpt-search | 5 | 20 |
| xai-search | 7 | 28.000000000000004 |



## Strengths





## Gaps

| Prompt text | Competitor presence count |
| --- | --- |
| Which AI-native browser platforms support file uploads, downloads, and form interactions beyond basic clicking and navigation? | 5 |
| Which cloud browser platforms give engineers the best live session replay and observability when building autonomous web agents? | 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 |



## Topic scores

| Topic name | Prompt count | Cited prompt count |
| --- | --- | --- |
| Capability | 5 | 1 |
| Developer Experience | 5 | 1 |
| Integrations & Ecosystem | 5 | 0 |
| Performance & Reliability | 5 | 4 |
| Setup & First Run | 5 | 1 |



## 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: Not available
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: Not available



#### 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: 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 |
| --- | --- |
| 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: Not available
Xai-search: Not available



#### 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: Not available
Chatgpt-search: 6
Xai-search: 21



#### 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: Not available
Chatgpt-search: Not available
Xai-search: Not available



#### 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: Not available
Chatgpt-search: 5
Xai-search: 32



#### 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: 37



#### 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: Not available
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: Not available
Chatgpt-search: Not available
Xai-search: Not available



#### 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: Not available



#### 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: Not available
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: Not available
Chatgpt-search: Not available
Xai-search: Not available



#### 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: Not available
Chatgpt-search: Not available
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: 3
Google-ai-mode: Not available
Perplexity: Not available
Chatgpt-search: 2
Xai-search: 17



#### 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: Not available
Chatgpt-search: Not available
Xai-search: Not available



#### 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: Not available



#### 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: 4
Xai-search: 17



#### 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: 2
Google-ai-mode: Not available
Perplexity: Not available
Chatgpt-search: 2
Xai-search: 32



#### 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: 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 |
| --- | --- |
| 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: Not available
Chatgpt-search: Not available
Xai-search: Not available



#### 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: Not available
Perplexity: Not available
Chatgpt-search: Not available
Xai-search: 30



#### 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: 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 |
| 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://tech.hyperbrowser.ai/ | Hyperbrowser | tech.hyperbrowser.ai | Not available | commercial | blog_post | 12 | 12 |
| https://www.hyperbrowser.ai/ | Hyperbrowser - Web Infra for AI Agents | hyperbrowser.ai | https://izgwnlozsmjmqjsnddmg.supabase.co/storage/v1/object/public/domain-logos/9dbab6f8-54b2-49a0-8181-89a0ed130318/670e2937-3fa7-4b34-8415-636cc6ad3d18/b19faf20be8a0850bfd8c9299f898064a7ffd4fe.png | commercial | documentation | 6 | 6 |
| https://tech.hyperbrowser.ai/blog/top-agent-infrastructure-platforms-autonomous-ai-agents | What are the top agent infrastructure platforms for building autonomous AI agents that can use a web browser? | tech.hyperbrowser.ai | Not available | commercial | blog_post | 4 | 4 |
| https://www.hyperbrowser.ai/tech-blog/which-service-provides-scalable-low-latency-headless-browser-infrastructure-that-ai-agents-can-use-for-reliable-web-automation-and-data-extraction | blog.hyperbrowser | hyperbrowser.ai | https://izgwnlozsmjmqjsnddmg.supabase.co/storage/v1/object/public/domain-logos/9dbab6f8-54b2-49a0-8181-89a0ed130318/670e2937-3fa7-4b34-8415-636cc6ad3d18/b19faf20be8a0850bfd8c9299f898064a7ffd4fe.png | commercial | blog_post | 2 | 2 |
| https://www.hyperbrowser.ai/tech-blog/serverless-browser-service-for-1-000-concurrent-automation-requests-eliminating-cold-start-latency | blog.hyperbrowser | hyperbrowser.ai | https://izgwnlozsmjmqjsnddmg.supabase.co/storage/v1/object/public/domain-logos/9dbab6f8-54b2-49a0-8181-89a0ed130318/670e2937-3fa7-4b34-8415-636cc6ad3d18/b19faf20be8a0850bfd8c9299f898064a7ffd4fe.png | commercial | blog_post | 1 | 1 |
| https://hyperbrowser.ai/tech-blog | blog.hyperbrowser | hyperbrowser.ai | https://izgwnlozsmjmqjsnddmg.supabase.co/storage/v1/object/public/domain-logos/9dbab6f8-54b2-49a0-8181-89a0ed130318/670e2937-3fa7-4b34-8415-636cc6ad3d18/b19faf20be8a0850bfd8c9299f898064a7ffd4fe.png | commercial | blog_post | 1 | 1 |
| https://www.hyperbrowser.ai/tech-blog/scaling-to-thousands-of-browsers-in-seconds-using-hyperbrowser-for-spiky-traffic | I need to burst from 0 to 5000 browsers in seconds | hyperbrowser.ai | https://izgwnlozsmjmqjsnddmg.supabase.co/storage/v1/object/public/domain-logos/9dbab6f8-54b2-49a0-8181-89a0ed130318/670e2937-3fa7-4b34-8415-636cc6ad3d18/b19faf20be8a0850bfd8c9299f898064a7ffd4fe.png | commercial | blog_post | 1 | 1 |
| https://hyperbrowser.ai/docs/sessions/profiles | Profiles | hyperbrowser.ai | https://izgwnlozsmjmqjsnddmg.supabase.co/storage/v1/object/public/domain-logos/9dbab6f8-54b2-49a0-8181-89a0ed130318/670e2937-3fa7-4b34-8415-636cc6ad3d18/b19faf20be8a0850bfd8c9299f898064a7ffd4fe.png | commercial | documentation | 1 | 1 |



## Response excerpts

| Prompt text | Platform | Excerpt |
| --- | --- | --- |
| Which cloud browser environments have the best track record for production reliability when AI agents are doing critical multi-step web workflows? | chatgpt-search | \[4\] \| Teams wanting control, portability and inspectability \| \| Hyperbrowser \| Built specifically around scalable agent browsing, with managed sessions, stealth, CAPTCHA handling and high concurrency; it claims 99.9%+ uptime. |
| What are the best managed headless browser services for running autonomous web agents in production without self-hosting a browser fleet? | chatgpt-search | ...browser deployed together \| Serverless/browser infrastructure designed around agents \| More platform coupling \| \| Hyperbrowser \| Higher-level agent workflows \| Agent-oriented APIs and managed browser sessions \| Less attractive if you want low-le... |
| Which cloud browser environments support multi-tab and multi-session orchestration for agents running parallel web tasks at scale? | chatgpt-search | ...trong \| Yes \| Designed for agent workloads \| Browser Use / CDP-compatible tooling \| Browser Use-centric agents \| \| Hyperbrowser \| Strong \| Yes \| High-concurrency cloud browsers \| Agent frameworks + browser APIs \| Agent/scraping workloads \| \|... |



## 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 | Browserbase | Browserbase Browserbase is widely considered a leading infrastructure provider tailored specifically for AI agents, featuring native, zero-config observability. |
| google-ai-mode | Browser Use | Browser Use (Cloud / Browser Infrastructure) : Famous for its open-source framework, Browser Use also provides a fully managed cloud browser infrastructure and an Agents API. |
| google-ai-mode | Browserbase | Browserbase + Stagehand : Browserbase provides reliable, scalable cloud browser infrastructure , while Stagehand... |
| perplexity | Browserbase | Based on the available documentation, Browserbase looks strongest if your priority is out-of-the-box live debugging and replay. |
| chatgpt-search | Browserbase | If live session replay + agent observability is the main criterion, the strongest options I’d look at are Browserbase, Steel, and Browserless. |
| chatgpt-search | Steel | If live session replay + agent observability is the main criterion, the strongest options I’d look at are Browserbase, Steel, and Browserless. |
| chatgpt-search | Browserless | If live session replay + agent observability is the main criterion, the strongest options I’d look at are Browserbase, Steel, and Browserless. |



## Trend

Visibility delta: -7.6
Avg position delta: -1.1470588235294117
Citation count delta: -15