AI visibility score

4.9/ 10Fair

#377,554 of 937,045 in Education

As of 2026-08-12 · Engagemii indexCheck another site →The index →

AI Visibility Scorecard

Robolink

Name: Robolink - AI Visibility Score
Creator: Engagemii
Published: 2026-08-12T05:29:52.116Z
License: https://creativecommons.org/licenses/by/4.0/

Unclaimed

startrobolink.com · Education

Borderline visible. AI bots can crawl Robolink, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.

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AI engines read this profile 2 times

Claude · Meta AI

#377,554 of 937,045 in Education for AI visibility

AEO Visibility

Borderline · 4.9/10

Muse Index Score

AI agent readiness

Basic · 10/100

AI Adoption

None detected · 0/100

About Robolink

from our crawl and measurement

Welcome to Robolink describes itself simply: "We make robotics kits for students to learn about the wonders of engineering, coding, and STEM. Our kits can be coded in Blockly, Python, and Arduino." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.9 out of 10.

Our crawl found an llms.txt file for AI models, a sitemap and a readable heading structure. It is missing structured data describing the business.

Industry · Education

Last scored · Aug 12, 2026

The 6 signals AI reads

Strong · Good · Fair · Weak

Structured Data

Weak

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

Strong

Clear headings and answer-style content.

Entity Clarity

Strong

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

Good

Experience, Expertise, Authority, Trust markers.

Technical AEO

Strong

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

AI Discoverability

Fair

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

Weak

No inbound links found yet.

Domain Authority

Weak

Little domain authority yet.

Reference Presence

Weak

Not in AI knowledge graphs yet.

News & Press

Weak

No press coverage found yet.

Community

Weak

No community discussion yet.

Social Mentions

Weak

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 4.9/10, Robolink is crawlable but under-signaled - fixable, and the signals above are where to start.

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From the blog

Which AI is actually reading your website?→Why your brand doesn't show up in ChatGPT answers→The complete AEO checklist for small business→What is AEO? The beginner's guide→See all posts→

Picked for Robolink: 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 12, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/startrobolink

Cite this score: Engagemii (2026). "AEO Score for Robolink." Retrieved from https://engagemii.com/aeo/brands/startrobolink

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