AI Visibility Scorecard
S Patel Opticians
spatelopticians.com · Food & Beverage
Borderline visible. AI bots can crawl S Patel Opticians, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
AI engines read this profile 4 times
Claude · Meta AI · ShapBot
#882,164 of 1,392,539 in Food & Beverage for AI visibility
0
AI Naming Predictability
iRarely named · 0/100
More likely to be named than 32% of Food & Beverage companies
4
AEO Visibility
iNear-invisible · 3.6/10
10
Muse Index Score
iAI agent readiness
Basic · 10/100
0
AI Adoption
iNone detected · 0/100
About S Patel Opticians
from our crawl and measurement
S Patel Opticians describes itself simply: "Why settle for the standard optician when you could choose S Patel Opticians?! Contact our team in Kilburn for glasses, lenses and eyecare for all the family." When AI engines look at it, they find little to work with. It scores 3.6 out of 10.
Our crawl found structured data on the page (WebSite), an llms.txt file for AI models and a sitemap.
AI crawlers have visited 4 times in our tracking, including ClaudeBot (Anthropic), Meta AI and ShapBot (Parallel).
The 6 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
Fair
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
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
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 actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 3.6/10, S Patel Opticians is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
What can you expect?
We don't do ordinary. Always unique, interesting eyewear. Services that are focussed on you. NHS and private. Frames that suit your style and your pocket! Fun for all the family, including the kids! No appointment will be dull with us. Services and products that you don't only need but want "I highly recommend this place! They are the best opticians in London.
Is this your brand?
The exact fixes for S Patel Opticians
Which AI engines already crawl you
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for S Patel Opticians.
Source & Attribution
Scored by Engagemii on October 24, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/spatelopticians
Cite this score: Engagemii (2026). "AEO Score for S Patel Opticians." Retrieved from https://engagemii.com/aeo/brands/spatelopticians
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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