#856,967 OF 925,612 IN EDUCATION
SCORE HISTORY BEGINS 2026-07-08
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AI Visibility Scorecard
Surface Analysis
surfaceanalysis.org · Education
At 2.8/10, Surface Analysis 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 1 times
Claude
#856,967 of 925,612 in Education for AI visibility
3
AEO Visibility
iNear-invisible · 2.8/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About Surface Analysis
from surfaceanalysis.org
Grant Surface Analysis Consulting XPS/ESCA, AES, and CasaXPS Short Courses, Training, and Consulting ������ XPS and AES Handbooks of Spectra Short Course Schedule 900 page AES/XPS BOOK XPS of Polymers Database on CD-ROM CasaXPS Data Processing Software Announcement: Publish in a new journal for Surface Analysis!
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
4
Clear headings and answer-style content.
Entity Clarity
1
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
4
Experience, Expertise, Authority, Trust markers.
Technical AEO
4
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
4
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 Authority
1
Established authority for your domain.
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.
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 2.8/10, Surface Analysis is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Surface Analysis
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/surfaceanalysis-org
Cite this score: Engagemii (2026). "AEO Score for Surface Analysis." Retrieved from https://engagemii.com/aeo/brands/surfaceanalysis-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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