AI visibility score
3.4/ 10Weak

▲ 0.2 since Jul 2026

#830,845 of 936,248 in Education

As of 2026-07-31 · Engagemii indexCheck another site →The index →

AI Visibility Scorecard

The Class:Lab

The Class:Lab

Unclaimed

theclasslab.com · Education

Borderline visible. AI bots can crawl The Class:Lab, 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.

AI engines read this profile 1 times

Claude

#830,845 of 936,248 in Education for AI visibility

3

AEO Visibility

i

Near-invisible · 3.4/10

0

Muse Index Score

i

AI agent readiness

Not agent-ready · 0/100

0

AI Adoption

i

None detected · 0/100

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About The Class:Lab

from our crawl and measurement

The Class:Lab describes itself simply: "The course helps you completely redesign your course from the ground up, transform your classroom teaching experience and leave with several months worth of teaching material." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.4 out of 10.

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

AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).

Industry · Education
Last scored · Jul 31, 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

Weak

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

Weak

Experience, Expertise, Authority, Trust markers.

Technical AEO

Fair

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 3.4/10, The Class:Lab is crawlable but under-signaled - fixable, and the signals above are where to start.

Frequently Asked Questions

what is the class:lab?

A two-day professional education program for educators practicing project-based learning at high school or university levels. The course helps you completely redesign your course from the ground up, transform your classroom teaching experience and leave with several months worth of teaching material.

What makes it special?

The Class:Lab was created from the ground-up to help educators rethink their classroom experience from scratch in a safe space and introduce design-doing in a meaningful way. The heart of the experience is the wall-size canvas created specifically for educators to be able to see your entire course in one place and physically move about to shape aspects of your classroom experience.

What is design-doing ?

It's our response to the limitations of design-thinking which does not play sufficient emphasis on doing. We re-conceived the design-thinking process as a series of jobs rather than a collection of spaces or methods. You can choose to grow up and become a specialist in any of these jobs.

why should you do it ?

Because you have rarely designed your course; you usually inherit it or increment it. Because designing your course is meant to be exciting and fun, but here you are doing it all alone behind your computer.

Who else is doing it ?

Riverfield Country Day School in Tulsa, Oklahoma has been running on this approach from K-12 for the past four years and happy to give you a tour.

Is this your brand?

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The exact fixes for The Class:Lab

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Which AI engines already crawl you

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Picked for The Class:Lab: 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 July 31, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for The Class:Lab." Retrieved from https://engagemii.com/aeo/brands/theclasslab

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

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