AI visibility score
7.4/ 10Good

#2,696 of 2,707,789 in Technology

As of 2026-08-01 · Engagemii indexCheck another site →The index →

AI Visibility Scorecard

Browserless

Browserless

Unclaimed

cloud.browserless.io · Technology

Well-positioned for AI search. The breakdown below shows where Browserless is still leaving points on the table.

AI engines read this profile 16 times

Claude · Meta AI · ChatGPT · Perplexity

#2,696 of 2,707,789 in Technology for AI visibility

7

AEO Visibility

i

Visible · 7.4/10

80

Muse Index Score

i

AI agent readiness

Transactable · 80/100

30

AI Adoption

i

Basic · 30/100

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About Browserless

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.

Industry · Technology
Last scored · Aug 1, 2026

The 6 signals AI reads

Strong · Good · Fair · Weak

Structured Data

Strong

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

Strong

Clear headings and answer-style content.

Entity Clarity

Good

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

Fair

Experience, Expertise, Authority, Trust markers.

Technical AEO

Strong

robots.txt, llms.txt, and AI-bot crawl access.

AI Discoverability

Strong

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

Strong

Inbound links from other sites.

Domain Authority

Fair

Established authority for your domain.

Reference Presence

Weak

Not in AI knowledge graphs yet.

News & Press

Weak

No press coverage found yet.

Community

Strong

Forum and community discussion.

Social Mentions

Good

Social discussion and mentions.

What this score means

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 7.4/10, Browserless has a working base to build on - fixable, and the signals above are where to start.

Frequently Asked Questions

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?

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The exact fixes for Browserless

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Which AI engines already crawl you

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Picked for Browserless: AEO & AI Search

The AEO Checklist Every Small Business Owner Needs Right Now

Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.

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Source & Attribution

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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