AI Visibility Scorecard
NFXF
forwardfx.org · Healthcare
At 2.89/10, NFXF is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are Backlinks, Domain Trust and News Mentions. That is fixable, and the signals below show where to start.
AI engines read this profile 5 times
Meta AI · Claude
Top 10% in Healthcare for AI visibility
30
AI Naming Predictability
iRarely named · 30/100
Healthcare average 11
Top 6% of Healthcare
See what's behind this score →2.89
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Healthcare average 3. Claim your page and Engagemii is your first.
See what's behind this score →30
Muse Index Score
iAI agent readiness
Agent-ready · 30/100
Healthcare average 18
See what's behind this score →0
About NFXF
from our crawl and measurement
"FORWARD-MARCH is a registry and database of Fragile X patient data available to researchers to increase understanding of FXS." That is how NFXF introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 2.89 out of 10.
Our crawl found structured data on the page (Article, WebPage, ImageObject) and a readable heading structure. It is missing an llms.txt file and a sitemap.
- Company ·
- NFXF
- Website ·
- forwardfx.org
- Industry ·
- Healthcare
- Location ·
- New York, NY
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Nov 9, 2026
The 6 on-page signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Strong
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Strong
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
The 6 off-page signals AI reads
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
-
Not yet measured.
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 read your site and name it in answers. At 2.89/10, NFXF is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
Frequently Asked Questions
What is FORWARD-MARCH?
FORWARD-MARCH is the next step following the highly successful FORWARD research study. Data from the FORWARD study is being used by researchers to learn about the lives of people with FXS. Thanks to families who contribute to FORWARD, researchers are learning about important things like medication use, behaviors, and development over time.
Who Can Participate in FORWARD-MARCH?
Individuals with FXS born between 2003 and 2020 are eligible to participate in FORWARD-MARCH. This includes participants who were previously enrolled in the FORWARD study and those new to FORWARD. Back to top
How Can I Enroll My Child in the Study?
Families who want to join FORWARD-MARCH should contact their nearest Fragile X clinic. Please note that not all clinics participate in the study. When using our clinic tool, look for the label “FORWARD participant.” Please also visit Join FORWARD-MARCH! for more information, including frequently asked questions.
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.
Continue reading in your free Engagemii portalSign up free to read the full article and get your AEO fix list for NFXF.
Source & Attribution
Scored by Engagemii on November 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/forwardfx-org
Cite this score: Engagemii (2026). "AEO Score for NFXF." Retrieved from https://engagemii.com/aeo/brands/forwardfx-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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