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AI Visibility Scorecard
Ferrier & Mackinnon Opticians
fmoptom.com · Healthcare
Somewhat visible. AI bots can read Ferrier & Mackinnon Opticians, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 2 times
Claude · Apple Intelligence
#112,059 of 792,070 in Healthcare for AI visibility
5.7
/10
AEO Score
About Ferrier & Mackinnon Opticians
from our crawl and measurement
Ferrier & Mackinnon Opticians is a Burntisland, Scotland business whose own site puts it this way: "At Ferrier & Mackinnon Opticians, we are committed to providing exceptional eyecare services. Our team of experienced professionals uses the latest technology to ensure your eyes receive." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.7 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (WebSite, LocalBusiness, Organization), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
9
Clear headings and answer-style content.
Entity Clarity
9
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
2
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
9
Inbound links from other sites.
Domain Trust
1
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions 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 5.7/10, Ferrier & Mackinnon Opticians has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Ferrier & Mackinnon Opticians
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Trust Is the Product. AI Is How You Build It at Scale.
In health and wellness, you're not just selling a product. You're asking someone to trust you with their body.
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Source & Attribution
Scored by Engagemii on August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/fmoptom
Cite this score: Engagemii (2026). "AEO Score for Ferrier & Mackinnon Opticians." Retrieved from https://engagemii.com/aeo/brands/fmoptom
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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