AI visibility score
5.4/ 10Fair

#135,750 of 738,283 in E-commerce

As of 2026-08-07 · Engagemii indexCheck another site →The index →

AI Visibility Scorecard

ML Performance USA

ML Performance USA

Unclaimed

mlperformanceusa.com · E-commerce

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

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AI engines read this profile 3 times

Claude

#135,750 of 738,283 in E-commerce for AI visibility

5

AEO Visibility

i

Borderline · 5.4/10

45

Muse Index Score

i

AI agent readiness

Transactable · 45/100

0

AI Adoption

i

None detected · 0/100

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About ML Performance USA

from our crawl and measurement

ML Performance USA is a business whose own site puts it this way: "Performance car parts, tuning and styling for BMW, Audi, VW, Mercedes and more, exhausts, suspension, brakes and OE parts. Shipped fast across the 48 contiguous states." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.4 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 readable heading structure. It is missing a sitemap.

Industry · E-commerce
Last scored · Aug 7, 2026

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

Weak

Experience, Expertise, Authority, Trust markers.

Technical AEO

Strong

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

AI Discoverability

Good

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 5.4/10, ML Performance USA has a working base to build on - fixable, and the signals above are where to start.

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From the blog

Which AI is actually reading your website?→Why your brand doesn't show up in ChatGPT answers→The complete AEO checklist for small business→What is AEO? The beginner's guide→See all posts→
Picked for ML Performance USA: 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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Free signup unlocks the full article plus your personalized AEO fix list for ML Performance USA.

ML Performance USA lists 1,000+ products, 986 in stock, priced 2.27 to 33,322.12.

Show 500 of 1,000+ products

The full list of every product we captured is in the product feed (JSON).

Source & Attribution

Scored by Engagemii on August 7, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for ML Performance USA." Retrieved from https://engagemii.com/aeo/brands/mlperformanceusa

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

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