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AI Visibility Scorecard
Lloyd Pottery
lloydpottery.com · Media & Entertainment
Somewhat visible. AI bots can read Lloyd Pottery, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 6 times
Meta AI · Claude
#406,712 of 1,911,996 in Media & Entertainment for AI visibility
5.5
/10
AEO Score
About Lloyd Pottery
from our crawl and measurement
"Becky Lloyd is a potter who lives and works in the mountains of Western North Carolina. View a portfolio, learn about where to find Lloyd Pottery, and learn about the artist." That is how Lloyd Pottery introduces itself. Its AI visibility score is 5.5 out of 10: the engines can find it, but they do not have much to hold on to.
On the page it is passable on a partly stated business identity and basic crawler access. What holds it back is structured data describing the business, sitemaps and entity links AI can follow, a heading structure that lays out what it offers and credibility markers like credentials or reviews.
Off the page, other sites link to it and AI engines recognise it as a distinct business. There is some, but not much, sign that the domain is only lightly established. Beyond that, 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). There is not much on the page to read either, about 111 words.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
2
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
0
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
4
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
8
Inbound links from other sites.
Domain Authority
2
Established authority for your domain.
Reference Presence
10
Recognized in AI knowledge graphs.
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 5.5/10, Lloyd Pottery has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Lloyd Pottery
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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 July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/lloydpottery
Cite this score: Engagemii (2026). "AEO Score for Lloyd Pottery." Retrieved from https://engagemii.com/aeo/brands/lloydpottery
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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