AI Visibility Scorecard
CarPartsTrove
carpartstrove.com · E-commerce
At 3/10, CarPartsTrove is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.
AI engines read this profile 3 times
Claude · Meta AI · ShapBot
#651,981 of 738,340 in E-commerce for AI visibility
0
AI Naming Predictability
iRarely named · 0/100
More likely to be named than 38% of E-commerce companies
3
AEO Visibility
iNear-invisible · 3/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About CarPartsTrove
from our crawl and measurement
Home is a Albuquerque, NM business whose own site puts it this way: "FREE SHIPPING ON ORDERS OVER $50 Skip to navigation Skip to content Shop Bmw Hydraulics C Condenser Bumpers Axles Fuel Tanks Login / Register 0 -70% Kia 4325923200 Sleeve-4TH Speed Gear." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.0 out of 10.
Our crawl found structured data on the page (WebPage, ImageObject, BreadcrumbList) and a readable heading structure. It is missing an llms.txt file and a sitemap.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Fair
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
Weak
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
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 3/10, CarPartsTrove is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for CarPartsTrove
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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.
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Source & Attribution
Scored by Engagemii on August 29, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/carpartstrove
Cite this score: Engagemii (2026). "AEO Score for CarPartsTrove." Retrieved from https://engagemii.com/aeo/brands/carpartstrove
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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