AI visibility score
2.6/ 10Weak
As of 2026-11-07 · Engagemii indexCheck another site →Live terminal →

AI Visibility Scorecard

Black Patch Performance

Black Patch Performance

Unclaimed

blackpatchperformance.com · E-commerce

At 2.6/10, Black Patch Performance is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are Structured Data, Domain Trust and Entity Presence. That is fixable, and the signals below show where to start.

Claim this page freeSee the breakdown

AI engines read this profile 7 times

Meta AI · Claude · Perplexity · Parallel

27

AI Naming Predictability

i

Rarely named · 27/100

E-commerce average 18

Top 35% of E-commerce

See what's behind this score →

2.6

AEO Visibility

i

Near-invisible · 2.6/10

E-commerce average 4.0

See what's behind this score →

-

Network Authority

i

Not connected yet

0 relationships on record. Businesses in E-commerce average 9. Claim your page and Engagemii is your first.

See what's behind this score →

20

Muse Index Score

i

AI agent readiness

Transactable · 20/100

E-commerce average 27

See what's behind this score →

0

AI Adoption

i

None detected · 0/100

E-commerce average 0

See what's behind this score →

Share

About Black Patch Performance

from our crawl and measurement

Black Patch Performance is a business whose own site puts it this way: "Wheels, tires, bumpers, parts, and accessories all in one place! ✓ Easy Payment Plans ✓ Wide Selection ✓ Nationwide Shipping." When AI engines look at it, they find little to work with. It scores 2.6 out of 10.

On its own pages the site does well on a clear heading structure, crawler access and the files AI engines look for and sitemaps and entity links AI can follow. It is passable on a partly stated business identity. What holds it back is credibility markers like credentials or reviews and structured data describing the business.

Off the page, other sites link to it. There is some, but not much, sign that the domain is only lightly established. Beyond that, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. None of that can be fixed on the page: it has to be earned.

It does link out to several social profiles, which helps engines tie the brand together. The business dates to 2018.

Company ·
Black Patch Performance
Website ·
blackpatchperformance.com
Industry ·
E-commerce
Location ·
Buena Vista, VA
Site status ·
Live (The website showed an active business site when last checked (Oct 31, 2026).)
Last scored ·
Nov 7, 2026

The 6 on-page signals AI reads

Strong · Good · Fair · Weak

Structured Data

Weak

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

Strong

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

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.

The 6 off-page signals AI reads

How the web signals your brand to AI

Backlinks

Strong

Inbound links from other sites.

Domain Authority

Weak

Little domain authority yet.

Reference Presence

-

Not yet measured.

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 read your site and name it in answers. At 2.6/10, Black Patch Performance is near-invisible to AI engines today. That is fixable, and the signals above are where to start.

Frequently Asked Questions

Why Choose Black Patch Performance?

Founded in 2018 by Jonathan "Cole" Williams on a family dairy farm, Black Patch quickly became a top name in automotive parts, as well as the number one seller in the U.S.A.

Is this your brand?

✓

The exact fixes for Black Patch Performance

✓

Which AI engines already crawl you

✓

Free AI bot monitoring: see every AI crawler that visits you

Claim your page free

Already have an account? Sign in

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 Black Patch Performance: AEO & AI Search

Why your brand doesn't show up in ChatGPT answers (and how to fix it)

ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.

Continue reading in your free Engagemii portal

Sign up free to read the full article and get your AEO fix list for Black Patch Performance.

Black Patch Performance lists 1,000+ products, 818 in stock, priced 31.38 to 14,260.57.

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 November 7, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for Black Patch Performance." Retrieved from https://engagemii.com/aeo/brands/blackpatchperformance

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

Powered by Engagemii - The Answer Engine Optimization (AEO) Platform