AI Visibility Scorecard
Top Hat
openclass.ai · Technology
Somewhat visible. AI bots can read Top Hat, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 10 times
Meta AI · ChatGPT · Claude · Amazon Alexa
#34,109 of 2,705,024 in Technology for AI visibility
7
AEO Visibility
iVisible · 6.6/10
40
Muse Index Score
iAI agent readiness
Agent-ready · 40/100
8
AI Adoption
iBasic · 8/100
About Top Hat
from our crawl and measurement
Top Hat describes itself simply: "Transform your course with Top Hat. Engage students with in-class polls, quizzes, and discussions, AI-powered assistance, and personalized content. Learn more!." Its AI visibility score is 6.6 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (WebPage, ImageObject, BreadcrumbList) and a sitemap. It is missing an llms.txt file and a heading structure that lays out what it offers.
AI crawlers have visited 5 times in our tracking, including GPTBot (ChatGPT), ClaudeBot (Anthropic) and AmazonBot (Alexa AI).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
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
Good
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
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
Fair
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 6.6/10, Top Hat has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Top Hat
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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/openclass-ai
Cite this score: Engagemii (2026). "AEO Score for Top Hat." Retrieved from https://engagemii.com/aeo/brands/openclass-ai
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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