AI Visibility Scorecard
Custard Core Supply
custardcore.com · Automotive
Somewhat visible. AI bots can read Custard Core Supply, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Claude
#54,485 of 365,175 in Automotive for AI visibility
5
AEO Visibility
iBorderline · 5.4/10
45
Muse Index Score
iAI agent readiness
Agent-ready · 45/100
0
AI Adoption
iNone detected · 0/100
About Custard Core Supply
from our crawl and measurement
Custard Core Supply is a business whose own site puts it this way: "Find high-quality OEM, remanufactured, and used cores, turbos, injectors, pumps and more at Custard Core Supply." Its AI visibility score is 5.4 out of 10: the engines can find it, but they do not have much to hold on to.
The site does the on-page work well, with structured data on the page (Organization, WebSite), an llms.txt file for AI models, a sitemap.
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
Strong
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
Strong
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, Custard Core Supply has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Custard Core Supply
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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/custardcore
Cite this score: Engagemii (2026). "AEO Score for Custard Core Supply." Retrieved from https://engagemii.com/aeo/brands/custardcore
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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