#181,479 OF 2,691,054 IN TECHNOLOGY
SCORE HISTORY BEGINS 2026-06-24
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AI Visibility Scorecard
Corbin Custom Works LLC
corbincustomworks.com · Technology
Somewhat visible. AI bots can read Corbin Custom Works LLC, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 7 times
Meta AI · Amazon Alexa · Apple Intelligence · Claude
#181,479 of 2,691,054 in Technology for AI visibility
6
AEO Visibility
iVisible · 6.1/10
45
Muse Index Score
iAI agent readiness
Agent-ready · 45/100
0
AI Adoption
iNone detected · 0/100
About Corbin Custom Works LLC
from our crawl and measurement
Corbin Custom Works LLC describes itself simply: "The best factory plug & play turn signal kits, horn kits, wiring harnesses and accessories; designed and assembled in the USA." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.1 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (Organization, WebSite), an llms.txt file for AI models and a sitemap.
AI crawlers have visited 3 times in our tracking, including ClaudeBot (Anthropic), Meta AI and AmazonBot (Alexa AI).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
5
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
8
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
9
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
1
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 6.1/10, Corbin Custom Works LLC has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Corbin Custom Works LLC
Which AI engines already crawl you
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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 Corbin Custom Works LLC.
Source & Attribution
Scored by Engagemii on August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/corbincustomworks
Cite this score: Engagemii (2026). "AEO Score for Corbin Custom Works LLC." Retrieved from https://engagemii.com/aeo/brands/corbincustomworks
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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