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AI Visibility Scorecard
MFN – Memory-Friendly Neighbourhoods is a new knowledge exchange programme exploring how local communities can support p
memoryfriendly.org.uk · Other
At 2/10, MFN – Memory-Friendly Neighbourhoods is a new knowledge exchange programme exploring how local communities can support p 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.
Monitoring for AI engine activity
In the Engagemii AEO index
2
/10
AEO Score
About MFN – Memory-Friendly Neighbourhoods is a new knowledge exchange programme exploring how local communities can support p
from our crawl and measurement
"Find out more about our programmes from the links below." That is how MFN Memory-Friendly Neighbourhoods is a new knowledge exchange programme exploring how local communities can support people with dementia introduces itself. To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 2.0 out of 10.
Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
5
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
0
Experience, Expertise, Authority, Trust markers.
Technical AEO
5
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
2
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
0
No inbound links found yet.
Domain Authority
0
Little domain authority yet.
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 2/10, MFN – Memory-Friendly Neighbourhoods is a new knowledge exchange programme exploring how local communities can support p is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for MFN – Memory-Friendly Neighbourhoods is a new knowledge exchange programme exploring how local communities can support p
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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 20, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/memoryfriendly-org-uk
Cite this score: Engagemii (2026). "AEO Score for MFN – Memory-Friendly Neighbourhoods is a new knowledge exchange programme exploring how local communities can support p." Retrieved from https://engagemii.com/aeo/brands/memoryfriendly-org-uk
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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