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AI Visibility Scorecard
Hot Sam Studio
hotsamstudio.com · Media & Entertainment
Somewhat visible. AI bots can read Hot Sam Studio, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Claude
#396,957 of 1,887,611 in Media & Entertainment for AI visibility
5.5
/10
AEO Score
About Hot Sam Studio
from our crawl and measurement
Hot Sam Studio describes itself simply: "Shop novelty mugs and quirky office gifts at Hot Sam Studio. From sarcastic office humour to thoughtful novelty mugs for Mum, find the perfect gift under £20 today." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.5 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (Organization), 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
5
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
Clear headings and answer-style content.
Entity Clarity
9
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
8
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
1
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.
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 5.5/10, Hot Sam 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 Hot Sam Studio
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Hot Sam Studio.
Source & Attribution
Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/hotsamstudio
Cite this score: Engagemii (2026). "AEO Score for Hot Sam Studio." Retrieved from https://engagemii.com/aeo/brands/hotsamstudio
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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