AI Visibility Scorecard
Lucy McFadden Landscape Design
lucymcfadden.com · Food & Beverage
At 2.39/10, Lucy McFadden Landscape Design is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are Entity Clarity, E-E-A-T Signals and Backlinks. That is fixable, and the signals below show where to start.
AI engines read this profile 2 times
Parallel
Top 10% in Food & Beverage for AI visibility
19
AI Naming Predictability
iRarely named · 19/100
Food & Beverage average 12
Top 16% of Food & Beverage
See what's behind this score →2.39
-
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 →25
Muse Index Score
iAI agent readiness
Basic · 25/100
Food & Beverage average 18
See what's behind this score →0
About Lucy McFadden Landscape Design
from our crawl and measurement
Lucy McFadden Landscape Design describes itself simply: "But it is the plants that are the foundation of the terrestrial food chain upon which all land-based creatures, including ourselves, ultimately depend.Over the winter, this struggling turf." When AI engines look at it, they find little to work with. It scores 2.39 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.
- Company ·
- Lucy McFadden Landscape Design
- Website ·
- lucymcfadden.com
- Industry ·
- Food & Beverage
- Site status ·
- Live (The website showed an active business site when last checked (Aug 26, 2026).)
- Last scored ·
- Nov 9, 2026
The 6 on-page signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Fair
Clear headings and answer-style content.
Entity Clarity
Weak
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
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 2.39/10, Lucy McFadden Landscape Design is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
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 Lucy McFadden Landscape Design.
Source & Attribution
Scored by Engagemii on November 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/lucymcfadden
Cite this score: Engagemii (2026). "AEO Score for Lucy McFadden Landscape Design." Retrieved from https://engagemii.com/aeo/brands/lucymcfadden
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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