AI Visibility Scorecard
Abstract to Appendix Editorial | Editor & Writing Coach
abstracttoappendix.com · Education
Borderline visible. AI bots can crawl Abstract to Appendix Editorial | Editor & Writing Coach, 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
#725,363 of 937,492 in Education for AI visibility
4
AEO Visibility
iNear-invisible · 3.9/10
25
Muse Index Score
iAI agent readiness
Basic · 25/100
0
AI Adoption
iNone detected · 0/100
About Abstract to Appendix Editorial | Editor & Writing Coach
from our crawl and measurement
Abstract to Appendix Editorial describes itself simply: "Get your academic writing reader-ready with personalized coaching, editing, and formatting. Designed specifically for graduate students and early-career academics." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.9 out of 10.
Our crawl found structured data on the page (WebSite, LocalBusiness), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
Clear headings and answer-style content.
Entity Clarity
Fair
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
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
Off-page authority
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.
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 3.9/10, Abstract to Appendix Editorial | Editor & Writing Coach is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Abstract to Appendix Editorial | Editor & Writing Coach
Which AI engines already crawl you
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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Source & Attribution
Scored by Engagemii on August 26, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/abstracttoappendix
Cite this score: Engagemii (2026). "AEO Score for Abstract to Appendix Editorial | Editor & Writing Coach." Retrieved from https://engagemii.com/aeo/brands/abstracttoappendix
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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