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AI Visibility Scorecard

Legba

Legba

Unclaimed

legba.app · Technology

Somewhat visible. AI bots can read Legba, but it is missing the structured signals that push citation rate above competitors.

AI engines read this profile 5 times

Claude · Amazon Alexa · Apple Intelligence

#359,668 of 2,641,189 in Technology for AI visibility

5.7

/10

AEO Score

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About Legba

from our crawl and measurement

Legba, based in Phoenix, AZ, describes itself simply: "Legba is a disposable browser engine for AI agents and humans. Reach it as a Chrome extension, an isolated sandbox, an MCP server, or a Cloud API." Its AI visibility score is 5.7 out of 10: the engines can find it, but they do not have much to hold on to.

The site does the on-page work well, with structured data on the page (Organization, WebSite, FAQPage), an llms.txt file for AI models, a sitemap.

Our monitoring has logged 3 AI crawler visits here: the engines come, the question is what they find.

Industry · Technology
Last scored · Aug 2, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

10

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

10

Clear headings and answer-style content.

Entity Clarity

10

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

3

Experience, Expertise, Authority, Trust markers.

Technical AEO

10

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

AI Discoverability

8

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

1

Inbound links from other sites.

Domain Authority

3

Established authority for your domain.

Reference Presence

0

Not in AI knowledge graphs yet.

News & Press

0

No press coverage found yet.

Community

0

No community discussion yet.

Social Mentions

0

No social discussion found yet.

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 5.7/10, Legba has a working base to build on - fixable, and the signals above are where to start.

Frequently Asked Questions

How is this different from Browserbase or Steel?

Each session is contained and disposable by default. The work runs off your stack and is destroyed on close, so a prompt injection or a leaked token has nowhere to go. We run a real browser on real residential IPs, not headless behind a rented proxy. They sell a browser. We sell isolation.

What is the cold start latency?

Under 200ms from a warm pool, under 2 seconds cold. These are measured per region. The status page is public. We do not quote averages we cannot ship.

How does the MCP integration work?

One config block in your MCP client. The server exposes session creation, navigation, and extraction as tools. Claude, GPT, or any MCP-aware agent gets a real browser without you writing a line of orchestration.

Where do sessions run?

You pick the geography per session. We hold residential capacity across major US, EU, and APAC metros. New regions land regularly. Enterprise gets dedicated regional pools.

Are you SOC 2 compliant?

SOC 2 Type II is in progress, tracked in Vanta. For early enterprise conversations we share our controls and questionnaire responses on request.

What happens to credentials I pass in?

They live inside the session container, scoped to the targets you declare, and are destroyed when the session ends. We do not log them. A persistent session stores an encrypted state blob under your key.

Does this work with LangChain, CrewAI, and the rest?

Yes. There are SDK adapters for the major frameworks plus a Playwright-compatible interface, so existing automation code redirects with minimal change.

What is Legba Adversary?

Adversary is the same engine pointed at your own attack surface. It maps your external assets, validates the real exposures, and returns a client-ready report in minutes. Exposed API keys, subdomain takeover, leaked secrets. Validated findings, not scanner noise.

Is this your brand?

The exact fixes for Legba

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for Legba: How-To

How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide

The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.

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Source & Attribution

Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/legba-app

Cite this score: Engagemii (2026). "AEO Score for Legba." Retrieved from https://engagemii.com/aeo/brands/legba-app

Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.

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