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AI Visibility Scorecard

Brass Castle

Brass Castle

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brasscastle.com · Automotive

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

Monitoring for AI engine activity

In the Engagemii AEO index

#66,496 of 331,668 in Automotive for AI visibility

5.2

/10

AEO Score

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About Brass Castle

from our crawl and measurement

"Skip to content Used Auto Parts📞 (908) 453-2166 quick cash for cars Call (908) 453 2166 or text us for an instant price." That is how Brass Castle introduces itself. Its AI visibility score is 5.1 out of 10: the engines can find it, but they do not have much to hold on to.

Our crawl found a sitemap. It is missing structured data describing the business, an llms.txt file and a heading structure that lays out what it offers.

Industry · Automotive
Last scored · Aug 8, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

1

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

7

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

6

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

AI Discoverability

4

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

8

Inbound links from other sites.

Domain Authority

2

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 5.2/10, Brass Castle has a working base to build on - fixable, and the signals above are where to start.

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The exact fixes for Brass Castle

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for Brass Castle: 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 8, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for Brass Castle." Retrieved from https://engagemii.com/aeo/brands/brasscastle

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

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