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AI Visibility Scorecard
ceramic-loft
ceramicloft.com · E-commerce
Somewhat visible. AI bots can read ceramic-loft, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Claude
#124,871 of 614,056 in E-commerce for AI visibility
5.4
/10
AEO Score
About ceramic-loft
from our crawl and measurement
ceramic-loft describes itself simply: "Ceramic Loft is a favourite hunting ground for affordable one-of-a-kind ceramic or pottery works handmade lovingly by Singapore-based artists." Its AI visibility score is 5.4 out of 10: the engines can find it, but they do not have much to hold on to.
The site does the on-page work well, with structured data on the page (Organization), an llms.txt file for AI models, a sitemap.
Our monitoring has logged one AI crawler visit here: the engines come, the question is what they find.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
5
Clear headings and answer-style content.
Entity Clarity
7
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
2
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
7
Inbound links from other sites.
Domain Trust
1
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.
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 5.4/10, ceramic-loft has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for ceramic-loft
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
The $4.6 Trillion Problem Every E-Commerce Brand Ignores
Here's a number that should keep every e-commerce founder up at night: $4.6 trillion.
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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/ceramicloft
Cite this score: Engagemii (2026). "AEO Score for ceramic-loft." Retrieved from https://engagemii.com/aeo/brands/ceramicloft
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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