AI Visibility Scorecard
Major World
majorworld.com · Automotive
Somewhat visible. AI bots can read Major World, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 46 times
Meta AI · Claude · ChatGPT · Apple Intelligence
#429 of 365,677 in Automotive for AI visibility
7
AEO Visibility
iVisible · 7/10
40
Muse Index Score
iAI agent readiness
Agent-ready · 40/100
4
AI Adoption
iBasic · 4/100
About Major World
from our crawl and measurement
Major World is a Long Island City, NY business whose own site puts it this way: "Shop quality used cars, trucks & SUVs at Major World in Queens, NY. Hundreds in stock with easy financing for all credit. Browse our inventory today." Measured against the twelve signals AI engines rely on, it scores 7.0 out of 10, a strong showing.
Our crawl found structured data on the page (WebPage, ImageObject, BreadcrumbList), an llms.txt file for AI models and a sitemap.
AI crawlers have visited 4 times in our tracking, including ClaudeBot (Anthropic) and GPTBot (ChatGPT). By its own structured data it is a auto sales business.
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
Strong
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
Strong
Inbound links from other sites.
Domain Authority
Fair
Established authority for your domain.
Reference Presence
Strong
Recognized in AI knowledge graphs.
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 7/10, Major World has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Major World
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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.
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Source & Attribution
Scored by Engagemii on August 7, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/majorworld
Cite this score: Engagemii (2026). "AEO Score for Major World." Retrieved from https://engagemii.com/aeo/brands/majorworld
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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