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AI Visibility Scorecard
pickeringsgin.com · Food & Beverage
Somewhat visible. AI bots can read Pickering's Gin, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 4 times
Meta AI · Claude · Apple Intelligence
#4,527 of 1,354,826 in Food & Beverage for AI visibility
6.6
/10
AEO Score
from our crawl and measurement
Pickering's Gin is a 1 Summerhall, EH9 1PL business whose own site puts it this way: "Pickering’s Gin is based on an original Bombay recipe from 17th July 1947. It was kept a family secret for over 66 years and only resurfaced when we began distilling at Summerhall in." 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.
On its own pages the site does well on a clear heading structure, a clearly stated business identity, crawler access and the files AI engines look for and sitemaps and entity links AI can follow. It is passable on some structured data and a few credibility markers.
Off the page, other sites link to it. There is some, but not much, sign that the domain is only lightly established. Beyond that, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. None of that can be fixed on the page: it has to be earned.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
Clear headings and answer-style content.
Entity Clarity
8
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
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
9
Sitemaps and entity links AI can follow.
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
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
No social discussion found yet.
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, Pickering's Gin has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for Pickering's Gin
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Weekly ChatGPT & Claude citation tracking
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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Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/pickeringsgin
Cite this score: Engagemii (2026). "AEO Score for Pickering's Gin." Retrieved from https://engagemii.com/aeo/brands/pickeringsgin
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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