AI Visibility Scorecard
scholance.com · Education
Borderline visible. AI bots can crawl Scholance — Home, 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
#842,250 of 937,617 in Education for AI visibility
<1
4
AEO Visibility
iNear-invisible · 3.5/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
from our crawl and measurement
"Commission vetted academics and independent intellectuals to provide lectures, research, and hyperspecific tutoring." That is how Scholance Home introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.5 out of 10.
The site 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).
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Fair
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
Weak
Sitemaps and entity links AI can follow.
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.
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 3.5/10, Scholance — Home is crawlable but under-signaled - fixable, and the signals above are where to start.
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Who are you looking for?
Search directly for scholar profiles based on expertise, language, or access. Search Browse Prototype note: results are mocked for now—use this page to validate flow, tone, and hierarchy. From archival research on genealogies to the study of rare languages, we have you covered. The know-how of some of the world’s brightest minds is at your fingertips. About | Vetting | Safety © 2026 Scholance — MVP UI Prototype
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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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Scored by Engagemii on September 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/scholance
Cite this score: Engagemii (2026). "AEO Score for Scholance — Home." Retrieved from https://engagemii.com/aeo/brands/scholance
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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