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AI Visibility Scorecard
New Life Transport Parts Center
fleet-pros.com · E-commerce
Borderline visible. AI bots can crawl New Life Transport Parts Center, 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 5 times
Apple Intelligence · Meta AI · Claude
#490,506 of 655,467 in E-commerce for AI visibility
3.5
/10
AEO Score
About New Life Transport Parts Center
from our crawl and measurement
New Life Transport Parts Center, based in SW Byron Center, MI, describes itself simply: "New Life Transport Parts Center is the leading choice for all of your Hyundai, OEM, and aftermarket heavy duty truck and trailer parts needs." When AI engines look at it, they find little to work with. It scores 3.5 out of 10.
The site is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited 3 times in our tracking, including Applebot (Siri) and ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
2
Clear headings and answer-style content.
Entity Clarity
8
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
2
Experience, Expertise, Authority, Trust markers.
Technical AEO
4
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
4
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
5
Inbound links from other sites.
Domain Authority
0
Little domain authority yet.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
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 3.5/10, New Life Transport Parts Center is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for New Life Transport Parts Center
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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 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/fleet-pros
Cite this score: Engagemii (2026). "AEO Score for New Life Transport Parts Center." Retrieved from https://engagemii.com/aeo/brands/fleet-pros
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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