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AI Visibility Scorecard
Mitchell and Son
mitchellandson.com · E-commerce
Somewhat visible. AI bots can read Mitchell and Son, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 2 times
Claude
#7,164 of 618,763 in E-commerce for AI visibility
6.6
/10
AEO Score
About Mitchell and Son
from our crawl and measurement
"Mitchell and Son is Irelands oldest Wine and Spirit merchant offering a huge selection of wine for delivery, wine gifts, Green Spot and Yellow Spot Irish Whiskey, and Riedel Glassware." That is how Mitchell and Son introduces itself. Its AI visibility score is 6.6 out of 10: the engines can find it, but they do not have much to hold on to.
The site gets some of it right: it has an llms.txt file for AI models, a sitemap, a readable heading structure. What holds it back is what is absent, including structured data describing the business.
Our monitoring has logged 2 AI crawler visits here: the engines come, the question is what they find.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
5
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
6
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 Trust
3
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.
3
Reddit mentions and discussion.
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 6.6/10, Mitchell and Son has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Mitchell and Son
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 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mitchellandson
Cite this score: Engagemii (2026). "AEO Score for Mitchell and Son." Retrieved from https://engagemii.com/aeo/brands/mitchellandson
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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