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AI Visibility Scorecard
questionablepedagogy.com · Education
At 2.8/10, Questionable Pedagogy 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.
Monitoring for AI engine activity
In the Engagemii AEO index
#820,970 of 885,623 in Education for AI visibility
2.8
/10
AEO Score
from our crawl and measurement
Questionable Pedagogy describes itself simply: "At the iSchool, I will be taking action to advance my values through my teaching and scholarship, to support diversity, inclusion and equity and to fight racism and oppression within the." To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 2.8 out of 10.
Our crawl found a sitemap. It is missing structured data describing the business, an llms.txt file and a heading structure that lays out what it offers.
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
6
Clear headings and answer-style content.
Entity Clarity
4
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
5
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
4
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Authority
0
Little domain authority yet.
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.
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 2.8/10, Questionable Pedagogy is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for Questionable Pedagogy
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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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Scored by Engagemii on August 30, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/questionablepedagogy
Cite this score: Engagemii (2026). "AEO Score for Questionable Pedagogy." Retrieved from https://engagemii.com/aeo/brands/questionablepedagogy
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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