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AI Visibility Scorecard
Frostbeard Studio
frostbeardstudio.com · E-commerce
Somewhat visible. AI bots can read Frostbeard Studio, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 2 times
Claude
#18,910 of 635,652 in E-commerce for AI visibility
6.4
/10
AEO Score
About Frostbeard Studio
from our crawl and measurement
Frostbeard Studio is a Minneapolis, MN business whose own site puts it this way: "At Frostbeard, we sell candles for book lovers in a range of scents. Our many candles evoke different fictional worlds. Shop our collection today!." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.4 out of 10, readable in places, missing in others.
Our crawl found an llms.txt file for AI models, a sitemap, a readable heading structure. It also found the gaps that keep answer engines guessing: structured data describing the business.
AI crawlers have visited the site 2 times in our tracking, so the engines are already looking.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
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
5
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
10
Inbound links from other sites.
Domain Authority
4
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.
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 6.4/10, Frostbeard 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 Frostbeard 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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Frostbeard Studio.
Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/frostbeardstudio
Cite this score: Engagemii (2026). "AEO Score for Frostbeard Studio." Retrieved from https://engagemii.com/aeo/brands/frostbeardstudio
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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