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AI Visibility Scorecard
Johnstons of Elgin
johnstonsofelgin.com · E-commerce
Somewhat visible. AI bots can read Johnstons of Elgin, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 5 times
ChatGPT · Apple Intelligence · Claude · Amazon Alexa
#1,004 of 630,783 in E-commerce for AI visibility
6.8
/10
AEO Score
About Johnstons of Elgin
from our crawl and measurement
Johnstonsofelgin describes itself simply: "Made in Scotland, made to last. Explore Johnstons of Elgin’s heritage collections in cashmere, merino, and tweed. Crafted with care since 1797." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.8 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (WebSite, Organization), an llms.txt file for AI models and a sitemap.
AI crawlers have visited 4 times in our tracking, including Applebot (Siri), ClaudeBot (Anthropic) and GPTBot (ChatGPT).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
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
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
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
10
Inbound links from other sites.
Domain Authority
3
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
1
Press and news coverage.
Community
0
No community discussion yet.
Social Mentions
6
Social discussion and mentions.
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 6.8/10, Johnstons of Elgin has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Johnstons of Elgin
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
The AEO Checklist Every Small Business Owner Needs Right Now
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/johnstonsofelgin
Cite this score: Engagemii (2026). "AEO Score for Johnstons of Elgin." Retrieved from https://engagemii.com/aeo/brands/johnstonsofelgin
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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