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AI Visibility Scorecard
cloud.browserless.io · Technology
Somewhat visible. AI bots can read Browserless, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 4 times
ChatGPT · Claude
#33,589 of 2,596,770 in Technology for AI visibility
6.9
/10
AEO Score
from our crawl and measurement
Browserless is a business whose own site puts it this way: "Give your AI agents a real cloud browser that won't crash or get blocked. Connect over MCP, Puppeteer, or Playwright with stealth and Authenticated Profiles built in." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.9 out of 10, readable in places, missing in others.
On the page, the fundamentals are in place: structured data on the page (WebPage, WebSite, Organization), an llms.txt file for AI models, a sitemap.
AI crawlers have visited the site 4 times in our tracking, so the engines are already looking.
Higher is better · 0-10
Structured Data
8
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
Clear headings and answer-style content.
Entity Clarity
7
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
4
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
9
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
10
Inbound links from other sites.
Domain Trust
4
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
8
Forum and community discussion.
6
Reddit mentions and discussion.
Your AEO score measures whether AI search engines - ChatGPT, Claude, Perplexity, Gemini - can actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 6.9/10, Browserless has a working base to build on - fixable, and the signals above are where to start.
What is Browserless?
A managed headless browser platform for developers running Puppeteer, Playwright, and headless Chrome. No servers, containers, or Chrome updates to manage. Connect with one line of code.
How does Browserless work?
Replace launch() with connect() in your existing scripts and point to a Browserless endpoint. Your code stays the same. We manage the browsers, concurrency, memory, and Chrome versions on our side.
What's included in the free plan?
1,000 units per month, 2 concurrent browsers, automatic CAPTCHA solving, residential proxies, and access to Chrome, Firefox, and WebKit. No credit card required.
Do I need to rewrite my code?
No. Browserless is compatible with standard Puppeteer and Playwright APIs. If your scripts run locally, they run on Browserless.
Can I self-host Browserless?
Yes. Browserless offers cloud, managed cloud, and self-hosted deployment options. Same API everywhere. Enterprise customers can specify cloud providers, regions, GPU configs, and run on their own infrastructure.
How does pricing work? What's a 'unit'?
Browserless uses unit-based pricing. A Unit is any time a browser is started with our API and runs for up to 30 seconds, and a new Unit is charged every 30 seconds the session continues. Paid plans include a monthly unit allowance; overages are billed at a per-unit rate. Residential proxies use 6 units per MB. Free plan: 1,000 units per month, no credit card required.
How is Browserless different from Bright Data, Browserbase, or ScrapingBee?
Browserless runs standard Puppeteer and Playwright, not a proprietary wrapper, so your existing scripts work unchanged. It's battle-tested at scale: 173M+ Docker pulls, 8 years in production, SOC 2 Type II certified. Unlike Browserbase or Bright Data, Browserless is also available self-hosted on your own infrastructure. Unlike ScrapingBee's API-only model, you get full browser access for complex automations. Bright Data focuses on proxies; Browserless focuses on browsers, with proxies built in.
Is this your brand?
The exact fixes for Browserless
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Tech buyers are the most research-intensive shoppers on the internet.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Browserless.
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/cloud-browserless-io
Cite this score: Engagemii (2026). "AEO Score for Browserless." Retrieved from https://engagemii.com/aeo/brands/cloud-browserless-io
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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