#1,051,042 OF 1,389,854 IN FOOD & BEVERAGE
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AI Visibility Scorecard
STELZER STUDIO
stelzerstudio.com · Food & Beverage
Borderline visible. AI bots can crawl STELZER STUDIO, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
AI engines read this profile 1 times
Claude
#1,051,042 of 1,389,854 in Food & Beverage for AI visibility
3
AEO Visibility
iNear-invisible · 3.3/10
25
Muse Index Score
iAI agent readiness
Agent-ready · 25/100
0
AI Adoption
iNone detected · 0/100
About STELZER STUDIO
from our crawl and measurement
"Kevin Stelzer builds custom furniture, woodwork and cabinetry using traditional joinery methods and timeless design elements one piece at a time in his studio workshop in Southwest Michigan." That is how STELZER STUDIO introduces itself. When AI engines look at it, they find little to work with. It scores 3.0 out of 10.
On its own pages the site does well on a clearly stated business identity and crawler access and the files AI engines look for. It is passable on some structured data and partial sitemap and link coverage. What holds it back is a heading structure that lays out what it offers and credibility markers like credentials or reviews.
Off the page, almost no other sites link to it, the domain does not yet read as established, AI engines do not yet recognise it as a distinct business, 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.
The site links to no social profiles, so there is nothing tying the brand to a wider presence.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
5
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
1
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
0
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
5
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 Authority
0
Little domain authority yet.
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 3.3/10, STELZER STUDIO is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for STELZER STUDIO
Which AI engines already crawl you
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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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for STELZER STUDIO.
Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/stelzerstudio
Cite this score: Engagemii (2026). "AEO Score for STELZER STUDIO." Retrieved from https://engagemii.com/aeo/brands/stelzerstudio
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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