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AI Visibility Scorecard
johnstonscotia.com
johnstonscotia.com · Home & Living
Borderline visible. AI bots can crawl johnstonscotia.com, 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
#379,582 of 1,217,362 in Home & Living for AI visibility
5
/10
AEO Score
About johnstonscotia.com
from our crawl and measurement
"Welcome to our site, Johnston Scotia are experts in central heating and plumbing repairs, view our services here." That is how Home of Tewkesbury, England introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.0 out of 10, readable in places, missing in others.
Almost none of the machinery AI engines read is present, including structured data describing the business, an llms.txt file, a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
4
Clear headings and answer-style content.
Entity Clarity
6
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
5
Experience, Expertise, Authority, Trust markers.
Technical AEO
8
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
5
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 Trust
0
Little domain authority yet.
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 5/10, johnstonscotia.com is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for johnstonscotia.com
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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Source & Attribution
Scored by Engagemii on July 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/johnstonscotia
Cite this score: Engagemii (2026). "AEO Score for johnstonscotia.com." Retrieved from https://engagemii.com/aeo/brands/johnstonscotia
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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