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AI Visibility Scorecard
John Stoa
johnstoa.com · Media & Entertainment
Borderline visible. AI bots can crawl John Stoa, 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.
Monitoring for AI engine activity
In the Engagemii AEO index
#1,125,291 of 1,891,164 in Media & Entertainment for AI visibility
4.3
/10
AEO Score
About John Stoa
from our crawl and measurement
"Handmade Scottish paintings crafted in Scotland, UK by Dundee Artist John Stoa, featuring modern Scottish paintings and modern wall art inspired by glens, lochs & winter skies." That is how Contemporary Scottish Art, Studio & Art Classes in Scotland, UK introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.3 out of 10.
Our crawl found structured data on the page (WebSite, Organization, LocalBusiness), a sitemap and a readable heading structure. It is missing an llms.txt file.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
5
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
10
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
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
8
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 4.3/10, John Stoa is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for John Stoa
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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.
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Source & Attribution
Scored by Engagemii on August 17, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/johnstoa
Cite this score: Engagemii (2026). "AEO Score for John Stoa." Retrieved from https://engagemii.com/aeo/brands/johnstoa
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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