AI Visibility Scorecard
McCarthy & Stone
mccarthystone.com · Food & Beverage
At 2.47/10, McCarthy & Stone is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are Structured Data, Backlinks and Domain Trust. That is fixable, and the signals below show where to start.
AI engines read this profile 2 times
Claude
Top 5% in Food & Beverage for AI visibility
24
AI Naming Predictability
iRarely named · 24/100
Food & Beverage average 12
Top 12% of Food & Beverage
See what's behind this score →2.47
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Food & Beverage average 2. Claim your page and Engagemii is your first.
See what's behind this score →5
Muse Index Score
iAI agent readiness
Basic · 5/100
Food & Beverage average 18
See what's behind this score →0
About McCarthy & Stone
from our crawl and measurement
"Relax & enjoy independent living. Find over 60s retirement villages, bungalows & apartments across the UK from award-winning market leader McCarthy & Stone now." That is how McCarthy & Stone introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 2.47 out of 10.
Our crawl found structured data on the page (WebSite, ImageObject, VideoObject), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have read this profile 2 times in our tracking, including ClaudeBot (Anthropic).
- Company ·
- McCarthy & Stone
- Website ·
- mccarthystone.com
- Industry ·
- Food & Beverage
- Location ·
- Holdenhurst, ENG
- Site status ·
- Live (The website showed an active business site when last checked (Nov 1, 2026).)
- Last scored ·
- Nov 9, 2026
The 6 on-page signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
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
Good
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 2.47/10, McCarthy & Stone is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
Frequently Asked Questions
Which of our lifestyle options is right for you?
Retirement LivingDiscover independent retirement living.Enjoy regular events, communal lounges and gardens.Benefit from the support of an on-site manager and 24-hour emergency call-out support.Discover Retirement LivingRetirement Living PlusExperience all the benefits of Retirement Living—plus more!Access to bespoke lifestyle and care services, plus an on-site bistro.Benefit from the support of an on-site 24/7.
What makes our retirement communities so special?
Meet our friendly retirement communitiesImagine yourself in a fresh new home with fewer chores and more time to do the things you love. Whether that’s morning coffee on your own sunlit balcony. A good giggle with your pals in the communal lounge. Shopping. Dancing. Walking your dog. Or a delicious meal in the buzzing on-site bistro.
Which development is right for you?
Retirement LivingLow maintenance, independent living for the over 60s. Set in convenient locations close to amenities, these spacious retirement apartments have an on-site manager as well as access to community gardens and lounges.
Is this your brand?
The exact fixes for McCarthy & Stone
Which AI engines already crawl you
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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 November 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mccarthystone
Cite this score: Engagemii (2026). "AEO Score for McCarthy & Stone." Retrieved from https://engagemii.com/aeo/brands/mccarthystone
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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