# Skyvern AI visibility in AI Browser Infrastructure

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

[Website](https://www.skyvern.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: 5
Total brands: 8
Measured responses: 150
Presence percent: 11.333333333333332
Share of voice percent: 4.504504504504505
Average position: 33.96
Docs presence percent: 0
Blog presence percent: 11.333333333333332
Brand mention percent: 18.666666666666668


## Profile

Overview: Skyvern is an open-source AI browser automation platform founded in 2023 and backed by Y Combinator (S23). It uses large language models (LLMs) and computer vision to automate browser-based workflows without relying on brittle CSS selectors or XPath scripts. Instead of parsing the DOM, Skyvern captures screenshots and uses vision-LLMs to identify and interact with page elements, making it resilient to website layout changes. The platform offers a Playwright-compatible Python and TypeScript SDK, a no-code visual workflow builder, and a managed cloud (Skyvern Cloud) with built-in CAPTCHA solving, 2FA support, proxy networking, and parallel execution. It targets companies looking to replace manual portal work, traditional RPA scripts, or fragile Selenium automations with adaptive AI-driven workflows accessible via a simple API.
Product summary: Skyvern is an AI-powered browser automation platform and open-source agent framework that enables developers and operations teams to automate complex web workflows using natural language prompts, computer vision, and LLMs—replacing brittle Selenium/Playwright scripts with adaptive, self-healing automation that works across any website without custom per-site code.


### Key capabilities

- LLM + computer vision web navigation without CSS/XPath selectors
- Playwright-compatible SDK with AI-augmented actions (act, extract, validate, prompt)
- No-code visual workflow builder for chaining multi-step browser tasks
- Built-in CAPTCHA solving in managed cloud
- 2FA/TOTP and password manager authentication (Bitwarden, 1Password, LastPass)
- Geo-targeted proxy network (country, state, zip-code level)
- Route Memorization: compiles successful AI paths into fast Playwright scripts for cost reduction
- Parallel cloud browser execution (hundreds of concurrent workflows)
- Structured data extraction with user-defined JSON/CSV schemas
- MCP server integration enabling other AI agents to trigger Skyvern workflows



### Target users

- Software developers and engineering teams building browser automation into applications
- Operations and finance teams automating vendor portal and invoice workflows
- AI agent builders integrating browser capabilities via MCP or SDK
- Non-technical business users leveraging the no-code workflow builder
- Enterprise IT teams automating onboarding, offboarding, and compliance tasks
- Startups and SMBs replacing manual browser work without dedicated RPA infrastructure



### Key use cases

- Automated invoice and document retrieval from vendor portals
- Government and compliance form filling
- Insurance quote retrieval across multiple providers
- Materials procurement and e-commerce purchasing automation
- Job application automation at scale
- IT onboarding and offboarding workflow automation
- Healthcare portal interactions and eligibility verification
- Web data extraction and scraping from dynamic, authenticated sites

Integrations ecosystem: Skyvern integrates with Zapier, Make.com, and N8N for no-code workflow connectivity. Password manager integrations include Bitwarden, 1Password, LastPass, and a custom HTTP credential API. The platform supports the Model Context Protocol (MCP), enabling other LLM agents to invoke Skyvern automations. LLM provider support spans OpenAI (GPT-4.1, o3, o4-mini, GPT-5), Anthropic (Claude 4/4.5 family), Google Gemini (2.5 Pro/Flash), AWS Bedrock, Azure OpenAI, Ollama (local), OpenRouter, and any OpenAI-compatible endpoint via LiteLLM. SDKs are available for Python (pip install skyvern) and TypeScript/Node (npm install @skyvern/client). Data export formats include JSON and CSV, with block storage upload support for downloaded files.
Pricing summary: Four tiers as of early 2026: Free (1,000 credits/month, no credit card required, includes AI browser automation and CAPTCHA solving); Hobby at $29/month (30,000 credits/month, adds priority support, faster execution, webhook integrations); Pro at $149/month (150,000 credits/month, adds team workspaces, advanced workflows, 2FA credential management, dedicated support); Enterprise at custom pricing (unlimited credits, self-hosted deployment option, HIPAA compliance, SOC 2 Type II certification, SSO, dedicated account manager, and SLA guarantees). Pricing is credit-based, with credits consumed per automation step.
Review summary: Public review volume is limited given Skyvern's early stage. On Product Hunt, users praise the concept of LLM-driven automation over traditional selector-based scripts, highlight resilience to website changes, and cite successful use in job application bots and repetitive form filling. The open-source nature and responsive founding team are frequently noted as positives. Critical feedback points to the platform's early maturity, with some reviewers noting it needs broader use-case coverage before being production-ready at scale. Trustpilot has a single negative review related to an account deletion request rather than product quality. No verified G2 or Gartner Peer Insights scores were found.
Competitive positioning: Skyvern occupies a full-stack position in AI browser automation, combining its own managed cloud browser infrastructure with an LLM+computer-vision intelligence layer. Unlike pure infrastructure providers (Browserbase, Browserless, Steel) that require teams to build their own automation logic on top, Skyvern delivers end-to-end task execution from a natural-language prompt. Unlike lighter-weight open-source agent frameworks (Browser Use, Stagehand), Skyvern adds enterprise-grade features—CAPTCHA solving, 2FA/TOTP, proxy geo-targeting, and a no-code workflow builder—out of the box. Its Playwright-compatible SDK also lets developers mix traditional CSS/XPath selectors with AI-augmented commands, reducing migration friction from existing stacks. The company claims state-of-the-art performance on WRITE tasks in its own WebBench benchmark (64.4% overall) and 85.8% on WebVoyager, and differentiates with a 'Route Memorization' compile-to-code engine that lowers per-run LLM cost for repeated workflows.
Limitations: Running an LLM for every browser interaction is slow and costly for high-volume workloads; Skyvern's Route Memorization feature (compile-to-code) is its stated mitigation but was still under active development as of the Dec 2025 seed announcement. The open-source core is AGPL-3.0 licensed, which imposes copyleft restrictions on commercial derivative products; anti-bot detection mechanisms are exclusive to the managed cloud and not included in self-hosted deployments. The product is at an early stage (~11 employees, $2.7M total funding) with a limited enterprise track record and no publicly verified large-scale customer case studies. Some advanced configuration (LLM keys, database setup, Docker) requires developer expertise, creating friction for non-technical operators despite the no-code UI. Technical setup complexity is noted by reviewers as a barrier for advanced use cases.


### Source urls

- https://github.com/Skyvern-AI/skyvern
- https://www.skyvern.com/pricing
- https://www.ycombinator.com/companies/skyvern
- https://www.skyvern.com/blog/skyvern-we-raised-2-7m-to-fix-browser-automation-open-source/
- https://tracxn.com/d/companies/skyvern/__joZNwZnvPpp5SWng14qfKwxCqqwKRt699DxAC4T5pfI
- https://www.producthunt.com/products/skyvern/reviews
- https://www.trustpilot.com/review/skyvern.com

Reviewed at: 2026-04-28T23:07:19.912+00:00


### Customer outcomes





### Reviews breakdown

| Platform | Score | Score max | Review count | Url |
| --- | --- | --- | --- | --- |
| Product Hunt | 5 | 5 | 7 | https://www.producthunt.com/products/skyvern/reviews |



### Review themes



#### Praised

- Resilient to website layout and design changes
- Natural language task instructions reduce scripting burden
- Open-source flexibility and community transparency
- Responsive and accessible founding team
- Reliable for repetitive form filling and job application workflows
- Strong concept: LLM-over-browser replaces maintenance-heavy selectors
- Straightforward Playwright SDK integration



#### Criticized

- Still maturing; limited production-proven use cases
- LLM API costs can be high for high-volume automation runs
- Advanced configuration requires developer expertise
- Small team size raises questions about enterprise support depth
- Account/data management responsiveness flagged by at least one user




### Company facts

Founded year: 2023
Hq: San Francisco, CA, USA


#### Founders

- Suchintan Singh
- Shuchang Zheng
- Kerem Yilmaz

Employees range: 11-15
Total funding: $2.7M
Valuation: Not available
Arr: Not available
Customer count: Not available
Status: Private (YC S23)


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 | 1 | 4 |
| google-ai | 0 | 0 |
| google-ai-mode | 1 | 4 |
| perplexity | 1 | 4 |
| chatgpt-search | 1 | 4 |
| xai-search | 13 | 52 |



## Strengths

| Prompt text | Platform count | Avg position |
| --- | --- | --- |
| Looking for a browser infrastructure platform that supports persistent sessions and cookies across agent runs — what are my options? | 1 | 1 |
| Which cloud browser platforms give engineers the best live session replay and observability when building autonomous web agents? | 1 | 1 |



## Gaps

| Prompt text | Competitor presence count |
| --- | --- |
| 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 |
| What browser infrastructure platforms are best suited for a startup running 10,000+ automated web tasks per day with strict uptime requirements? | 4 |
| 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? | 4 |
| I'm evaluating headless browser services for a mid-size team — which ones avoid vendor lock-in by supporting standard browser automation protocols? | 3 |



## Topic scores

| Topic name | Prompt count | Cited prompt count |
| --- | --- | --- |
| Capability | 5 | 3 |
| Developer Experience | 5 | 3 |
| Integrations & Ecosystem | 5 | 3 |
| Performance & Reliability | 5 | 4 |
| Setup & First Run | 5 | 0 |



## 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: 1
Perplexity: Not available
Chatgpt-search: Not available
Xai-search: 47



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



#### 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: 67



#### 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: 28



#### 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: Not available
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: 2
Chatgpt-search: Not available
Xai-search: 47



#### 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: 18



#### 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: Not available
Google-ai-mode: Not available
Perplexity: Not available
Chatgpt-search: Not available
Xai-search: 42



#### 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: 55



#### 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: 55



#### 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: 1



#### 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: 53



#### 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: 49



#### 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: 1
Google-ai: Not available
Google-ai-mode: Not available
Perplexity: Not available
Chatgpt-search: 1
Xai-search: 12



#### 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: 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: Not available
Google-ai-mode: Not available
Perplexity: Not available
Chatgpt-search: Not available
Xai-search: 1



#### 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://www.skyvern.com/blog/error-handling-in-browser-automation/ | Error Handling in Browser Automation (Updated June 2026) | skyvern.com | https://izgwnlozsmjmqjsnddmg.supabase.co/storage/v1/object/public/domain-logos/9dbab6f8-54b2-49a0-8181-89a0ed130318/670e2937-3fa7-4b34-8415-636cc6ad3d18/9e73f4ae3fee8197d5c7c0f4f22f3b6800cc8993.png | commercial | blog_post | 8 | 8 |
| https://www.skyvern.com/ | Skyvern — AI-Powered Browser Automation for Any Website | skyvern.com | https://izgwnlozsmjmqjsnddmg.supabase.co/storage/v1/object/public/domain-logos/9dbab6f8-54b2-49a0-8181-89a0ed130318/670e2937-3fa7-4b34-8415-636cc6ad3d18/9e73f4ae3fee8197d5c7c0f4f22f3b6800cc8993.png | commercial | product_page | 4 | 4 |
| https://www.skyvern.com/blog/best-real-time-debugging-browser-automation-platforms/ | Best Real-Time Debugging Automation (May 2026) | skyvern.com | https://izgwnlozsmjmqjsnddmg.supabase.co/storage/v1/object/public/domain-logos/9dbab6f8-54b2-49a0-8181-89a0ed130318/670e2937-3fa7-4b34-8415-636cc6ad3d18/9e73f4ae3fee8197d5c7c0f4f22f3b6800cc8993.png | commercial | product_page | 4 | 4 |
| https://www.skyvern.com/blog/browserbase-vs-hyperbrowser-ai/ | Browserbase vs Hyperbrowser AI (November 2025) | skyvern.com | https://izgwnlozsmjmqjsnddmg.supabase.co/storage/v1/object/public/domain-logos/9dbab6f8-54b2-49a0-8181-89a0ed130318/670e2937-3fa7-4b34-8415-636cc6ad3d18/9e73f4ae3fee8197d5c7c0f4f22f3b6800cc8993.png | commercial | product_page | 2 | 2 |
| https://www.skyvern.com/blog/browserbase-vs-stagehand-which-is-better/ | Browserbase vs Stagehand: Which is Better? Feb 2026 | skyvern.com | https://izgwnlozsmjmqjsnddmg.supabase.co/storage/v1/object/public/domain-logos/9dbab6f8-54b2-49a0-8181-89a0ed130318/670e2937-3fa7-4b34-8415-636cc6ad3d18/9e73f4ae3fee8197d5c7c0f4f22f3b6800cc8993.png | commercial | product_page | 2 | 2 |
| https://github.com/skyvern-ai/skyvern | Skyvern-AI/skyvern: Automate browser based workflows with AI | 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 | 2 | 2 |
| https://www.skyvern.com/blog/browser-automation-session-management/ | Browser Automation Session Management Guide October 2025 | skyvern.com | https://izgwnlozsmjmqjsnddmg.supabase.co/storage/v1/object/public/domain-logos/9dbab6f8-54b2-49a0-8181-89a0ed130318/670e2937-3fa7-4b34-8415-636cc6ad3d18/9e73f4ae3fee8197d5c7c0f4f22f3b6800cc8993.png | commercial | blog_post | 2 | 2 |
| https://www.skyvern.com/blog/ai-web-agents-complete-guide-to-intelligent-browser-automation-november-2025/ | AI Web Agents: Complete Guide to Intelligent Browser Automation (November 2025) | skyvern.com | https://izgwnlozsmjmqjsnddmg.supabase.co/storage/v1/object/public/domain-logos/9dbab6f8-54b2-49a0-8181-89a0ed130318/670e2937-3fa7-4b34-8415-636cc6ad3d18/9e73f4ae3fee8197d5c7c0f4f22f3b6800cc8993.png | commercial | product_page | 2 | 2 |



## Response excerpts

| Prompt text | Platform | Excerpt |
| --- | --- | --- |
| Which AI-native browser platforms support file uploads, downloads, and form interactions beyond basic clicking and navigation? | chatgpt-search | ...nload files \| Fill/submit forms \| Multi-step browser actions \| Best fit \| \| --- \| --- \| --- \| --- \| --- \| --- \| \| Skyvern \| ✅ \| ✅ \| ✅ \| ✅ \| Business/RPA workflows \| \| Browser Use \| ✅ \| ✅ \| ✅ \| ✅ \| Developer-built agents \| \| Brow... |
| Which cloud browser environments for AI agents have the strongest ecosystem of community extensions, recipes, or pre-built task templates? | chatgpt-search | ...m \| \| Browserless \| Strong \| Very strong \| Broad compatibility with existing agent frameworks and MCP \| \| Skyvern \| Strong \| Strong \| Pre-built business workflows and visual/no-code automation \| \| Steel \| Moderate \| Strong \| O... |
| What cloud browser infrastructure works best with leading LLM providers for vision-based web agents that interpret screenshots? | bing-copilot-search | Cloud Browser Infrastructure for AI Agents \| serp.fast \| \| Skyvern \| Vision-first agent, resilient to DOM changes \| Slower per action, higher cost \| Visual-heavy UIsserp.fastserp.fast. |



## Competitor excerpts

| Platform | Competitor name | Excerpt |
| --- | --- | --- |
| 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... |
| perplexity | Stagehand | For fast iteration on browser tasks, I’d put Stagehand first, with Browser Use as a strong alternative—especially if you’re working in Python. |
| chatgpt-search | Stagehand | For fast iteration, I’d shortlist: * Stagehand — strongest overall DX: Playwright-style APIs plus `act()`, `extract()`, and `observe()` for AI-driven steps. |
| google-ai | Hyperbrowser | \| \| Hyperbrowser \| Designed for high-concurrency browser workloads; provides isolated browser instances with live WebSocket streams. |
| google-ai-mode | Browserbase | ...luster of . ScrapeGraphAI +3 The top-tier managed headless browser services purpose-built or optimized for AI agents include: 1. Browserbase * Overview: A premier cloud browser infrastructure designed explicitly for AI agents. |
| perplexity | Browserless | ...uptime needs, I’d shortlist: \| Platform \| Best fit \| Reliability/scaling evidence \| Watch-outs \| \|---\|---\|---\|---\| \| Browserless \| A flexible managed browser service, especially if you want a path from cloud to private or self-hosted deployment \|... |



## Trend

Visibility delta: -1.7999999999999998
Avg position delta: -2.2666666666666666
Citation count delta: -7