AI Visibility Scorecard
lesongmade.com
lesongmade.com · Other
Borderline visible. AI bots can crawl lesongmade.com, 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 1 times
Claude
6
AI Naming Predictability
iRarely named · 6/100
Average 15
Top 86% of Other
See what's behind this score →4
-
Network Authority
iNot connected yet
Average 0.0
0 relationships · Average 3
See what's behind this score →20
0
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. When AI engines look at it, they find little to work with. It scores 3.5 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.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
- Company ·
- lesongmade.com
- Website ·
- lesongmade.com
- Industry ·
- Other
- Site status ·
- Live (The website showed an active business site when last checked (Aug 26, 2026).)
- Last scored ·
- Oct 22, 2026
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Weak
Clear headings and answer-style content.
Entity Clarity
Weak
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
Weak
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 read your site and name it in answers. At 3.5/10, 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
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How to Get Your Company Named by ChatGPT, Gemini, and Claude
When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
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Source & Attribution
Scored by Engagemii on October 22, 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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