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AI Visibility Scorecard

Global Auto Index

Global Auto Index

Unclaimed

globalautoindex.com · E-commerce

Somewhat visible. AI bots can read Global Auto Index, but it is missing the structured signals that push citation rate above competitors.

AI engines read this profile 4 times

Meta AI · Claude · Apple Intelligence

#74,002 of 648,030 in E-commerce for AI visibility

5.8

/10

AEO Score

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About Global Auto Index

from our crawl and measurement

"Reference catalog of 1,700+ car makers across Europe, North America and Asia, models, history, plants and brand ownership links. Editorial, not a marketplace." That is how Global Auto Index introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.8 out of 10, readable in places and missing in others.

Our crawl found structured data on the page (WebPage, BreadcrumbList, WebSite), an llms.txt file for AI models and a sitemap. It is missing a heading structure that lays out what it offers.

AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).

Industry · E-commerce
Last scored · Aug 12, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

5

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

7

Clear headings and answer-style content.

Entity Clarity

6

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

2

Experience, Expertise, Authority, Trust markers.

Technical AEO

4

robots.txt, llms.txt, and AI-bot crawl access.

AI Discoverability

6

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

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 5.8/10, Global Auto Index has a working base to build on - fixable, and the signals above are where to start.

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The exact fixes for Global Auto Index

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for Global Auto Index: How-To

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.

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Source & Attribution

Scored by Engagemii on August 12, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/globalautoindex

Cite this score: Engagemii (2026). "AEO Score for Global Auto Index." Retrieved from https://engagemii.com/aeo/brands/globalautoindex

Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.

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