AI Visibility Scorecard
Edgework Creative
edgeworkcreative.com · E-commerce
Somewhat visible. AI bots can read Edgework Creative, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 2 times
Claude · Meta AI
#121,382 of 736,353 in E-commerce for AI visibility
6
AEO Visibility
iBorderline · 5.5/10
45
Muse Index Score
iAI agent readiness
Agent-ready · 45/100
0
AI Adoption
iNone detected · 0/100
About Edgework Creative
from our crawl and measurement
Furniture, Millwork and Metalwork in Columbus, OH is a business whose own site puts it this way: "Edgework Creative is a custom furniture, millwork and metalwork shop located in Columbus, Ohio. We use quality lumber and steel to create handcrafted furniture and build commercial spaces." Its AI visibility score is 5.5 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.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
Clear headings and answer-style content.
Entity Clarity
Good
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
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 5.5/10, Edgework Creative has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Edgework Creative
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 Edgework Creative.
Source & Attribution
Scored by Engagemii on August 12, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/edgeworkcreative
Cite this score: Engagemii (2026). "AEO Score for Edgework Creative." Retrieved from https://engagemii.com/aeo/brands/edgeworkcreative
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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