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AI Visibility Scorecard
FRIENDS WITH MS
friendswithms.com · Healthcare
Borderline visible. AI bots can crawl FRIENDS WITH MS, 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 4 times
Meta AI · Claude · Apple Intelligence
#501,174 of 848,775 in Healthcare for AI visibility
4.4
/10
AEO Score
About FRIENDS WITH MS
from our crawl and measurement
FRIENDS WITH MS is a business whose own site puts it this way: "Multiple Sclerosis resource for families, patients, and physicians which provides information on treatment of the disease, also provides information on special diets and other information." When AI engines look at it, they find little to work with. It scores 4.4 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.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic) and Applebot (Siri).
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
4
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
3
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
7
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 4.4/10, FRIENDS WITH MS is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for FRIENDS WITH MS
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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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Source & Attribution
Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/friendswithms
Cite this score: Engagemii (2026). "AEO Score for FRIENDS WITH MS." Retrieved from https://engagemii.com/aeo/brands/friendswithms
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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