AI Visibility Scorecard
CPG Auto Store LLC
cpgautostore.com · E-commerce
Borderline visible. AI bots can crawl CPG Auto Store LLC, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
AI engines read this profile 6 times
Claude · Apple Intelligence · Meta AI · Perplexity
#466,125 of 739,051 in E-commerce for AI visibility
<1
4
AEO Visibility
iNear-invisible · 3.6/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About CPG Auto Store LLC
from our crawl and measurement
"CALL 1-888-235-7861 Fast Shipping Industry Warranty Easy Returns Guaranteed Fit Are you searching for a used engine?." That is how CPG Auto Store LLC of Dover, DE introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.6 out of 10.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited 3 times in our tracking, including ClaudeBot (Anthropic) and Applebot (Siri).
The 6 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
Fair
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
Fair
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 3.6/10, CPG Auto Store LLC is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Are you searching for a used engine?
CPG Auto Store LLC has a nationwide network that offers you unlimited access to Used Engines.
What is the warranty provided for an engine?
We provide 90 days standard warranty that doesn't cover labour cost and we do have extended warranty policy for few years make models. For more information, please check with our sales agent.
What is the estimated ETA for an engine to be delivered?
Once the order got placed successfully you will receive the tracking information to your email address and to your phone number within 24 to 48 business hours. And the engine will be delivered within 3 to 4 business days max; it depends on the location where it is shipped.
What comes with the engine?
It's a complete long block engine includes manifold, Injectors, Cylinder head, Timing belt.
What happens if I receive a wrong or defective engine?
Don't worry, please call 1-888-235-7861 and inform us about the issue and we will resolve it within 24 to 48 business hours. We will be sending a replacement part ASAP or if the replacement is not available, we will refund in full through the same mode of payment received.
Is this your brand?
The exact fixes for CPG Auto Store LLC
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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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for CPG Auto Store LLC.
Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/cpgautostore
Cite this score: Engagemii (2026). "AEO Score for CPG Auto Store LLC." Retrieved from https://engagemii.com/aeo/brands/cpgautostore
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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