#814,816 OF 929,331 IN EDUCATION
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AI Visibility Scorecard
Susannah Files - College Admissions Counseling
susannahfiles.com · Education
Borderline visible. AI bots can crawl Susannah Files - College Admissions Counseling, 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
#814,816 of 929,331 in Education for AI visibility
3
AEO Visibility
iNear-invisible · 3.2/10
15
Muse Index Score
iAI agent readiness
Basic · 15/100
0
AI Adoption
iNone detected · 0/100
About Susannah Files - College Admissions Counseling
from our crawl and measurement
Susannah Files is a business whose own site puts it this way: "Susannah Files, a Bethesda MD-based college counselor, offers experienced guidance throughout the college admissions process for students and families in Maryland, Virginia, Washington, DC." To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 2.9 out of 10.
Our crawl found structured data on the page (WebSite, LocalBusiness) and a sitemap. It is missing an llms.txt file and a heading structure that lays out what it offers.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
4
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
2
Clear headings and answer-style content.
Entity Clarity
5
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
2
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
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 3.2/10, Susannah Files - College Admissions Counseling is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Susannah Files - College Admissions Counseling
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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 July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/susannahfiles
Cite this score: Engagemii (2026). "AEO Score for Susannah Files - College Admissions Counseling." Retrieved from https://engagemii.com/aeo/brands/susannahfiles
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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