AI Visibility Scorecard
blackpatchperformance.info · E-commerce
Somewhat visible. AI bots can read Black Patch Performance, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 2 times
ChatGPT · Claude
#135,750 of 738,283 in E-commerce for AI visibility
80
AI Naming Predictability
iLikely to be named · 80/100
5
AEO Visibility
iBorderline · 5.4/10
20
Muse Index Score
iAI agent readiness
Transactable · 20/100
0
AI Adoption
iNone detected · 0/100
from our crawl and measurement
Black Patch Performance describes itself simply: "Wheels, tires, bumpers, parts, and accessories all in one place! ✓ Easy Payment Plans ✓ Wide Selection ✓ Nationwide Shipping." 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 an llms.txt file for AI models, a sitemap and a readable heading structure. It is missing structured data describing the business.
AI crawlers have visited 2 times in our tracking, including GPTBot (ChatGPT) and ClaudeBot (Anthropic).
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.
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.
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, Black Patch Performance has a working base to build on - fixable, and the signals above are where to start.
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
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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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Black Patch Performance.
Black Patch Performance lists 1,000+ products, 811 in stock, priced 31.38 to 14,260.57.
The full list of every product we captured is in the product feed (JSON).
Scored by Engagemii on October 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/blackpatchperformance-info
Cite this score: Engagemii (2026). "AEO Score for Black Patch Performance." Retrieved from https://engagemii.com/aeo/brands/blackpatchperformance-info
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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