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AI Visibility Scorecard
Tom's Studio
tomsstudio.com · E-commerce
Somewhat visible. AI bots can read Tom's Studio, 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
#7,341 of 632,279 in E-commerce for AI visibility
6.6
/10
AEO Score
About Tom's Studio
from our crawl and measurement
Tom's Studio describes itself simply: "Refillable creative tools, writing pens, fountain pens, calligraphy pens and inks, designed in England by Tom Gyr. Made sustainably and built with care and craftsmanship to last a lifetime." Its AI visibility score is 6.7 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (Organization, WebSite), an llms.txt file for AI models and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
6
Clear headings and answer-style content.
Entity Clarity
10
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
6
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
9
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
5
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 6.6/10, Tom's Studio has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Tom's Studio
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 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/tomsstudio
Cite this score: Engagemii (2026). "AEO Score for Tom's Studio." Retrieved from https://engagemii.com/aeo/brands/tomsstudio
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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