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AI Visibility Scorecard
Liquid Lesson: The Teacher's Gradebook
liquidlesson.com · Education
At 3/10, Liquid Lesson: The Teacher's Gradebook is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.
AI engines read this profile 2 times
Apple Intelligence
#836,223 of 909,541 in Education for AI visibility
3
/10
AEO Score
About Liquid Lesson: The Teacher's Gradebook
from our crawl and measurement
Liquid Lesson: The Teacher's Gradebook works in Education. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.0 out of 10.
On the page it is passable on a partly stated business identity and basic crawler access. What holds it back is a heading structure that lays out what it offers, credibility markers like credentials or reviews, structured data describing the business and sitemaps and entity links AI can follow.
AI crawlers have visited 2 times in our tracking, including Applebot (Siri).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
0
Clear headings and answer-style content.
Entity Clarity
3
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
0
Experience, Expertise, Authority, Trust markers.
Technical AEO
2
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
2
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 Trust
3
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions 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 3/10, Liquid Lesson: The Teacher's Gradebook is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Liquid Lesson: The Teacher's Gradebook
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Why your brand doesn't show up in ChatGPT answers (and how to fix it)
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
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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/liquidlesson
Cite this score: Engagemii (2026). "AEO Score for Liquid Lesson: The Teacher's Gradebook." Retrieved from https://engagemii.com/aeo/brands/liquidlesson
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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