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AI Visibility Scorecard
lukefreight.com
lukefreight.com · Automotive
At 2.1/10, lukefreight.com 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.
Monitoring for AI engine activity
In the Engagemii AEO index
#301,782 of 314,037 in Automotive for AI visibility
2.1
/10
AEO Score
About lukefreight.com
from our crawl and measurement
TruckQueue describes itself simply: "取消 确认发车 请核对发车信息 承运商： - 车牌号： - 发车时间： - 挂车号： - 路线： - 返回修改 确认无误并发车 货物详情 关闭 系统设置 车牌号管理 公司名称 请选择公司 车牌号（多个请用逗号分隔） 添加车牌号 加载中." To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 1.8 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.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
4
Clear headings and answer-style content.
Entity Clarity
2
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
0
Experience, Expertise, Authority, Trust markers.
Technical AEO
4
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
3
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Trust
0
Little domain authority yet.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions 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 2.1/10, lukefreight.com is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for lukefreight.com
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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 12, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/lukefreight
Cite this score: Engagemii (2026). "AEO Score for lukefreight.com." Retrieved from https://engagemii.com/aeo/brands/lukefreight
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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