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AI Visibility Scorecard
lesongmade.com
lesongmade.com · Other
At 2/10, lesongmade.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
2
/10
AEO Score
About lesongmade.com
from our crawl and measurement
"[四毋先生] 博客 项目 关于 代码是手段，业务才是目的。 你好，我是 [四毋先生]。白天，我专注于复杂系统的架构演进与工程效能；业余时间，我在这里记录技术踩坑复盘，并深入研究电商零售与垂直供应链的商业逻辑。 最好的架构不是最炫技的，而是最贴合当前业务阶段的。 📖 阅读我的技术思考 → 邮件交流 GitHub 微信探讨 © 2026 [四毋先生]." That is how lesongmade.com introduces itself. As far as answer engines are concerned it may as well not exist yet: 1.8 out of 10.
Our crawl found structured data on the page (Person). It is missing an llms.txt file, a sitemap and a heading structure that lays out what it offers.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
2
Clear headings and answer-style content.
Entity Clarity
3
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
3
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 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 2/10, lesongmade.com is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for lesongmade.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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for lesongmade.com.
Source & Attribution
Scored by Engagemii on August 16, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/lesongmade
Cite this score: Engagemii (2026). "AEO Score for lesongmade.com." Retrieved from https://engagemii.com/aeo/brands/lesongmade
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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