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AI Visibility Scorecard
Lean-FDE 训战营
leanfde.com · Other
Borderline visible. AI bots can crawl Lean-FDE 训战营, 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
3
AEO Visibility
iNear-invisible · 3.4/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About Lean-FDE 训战营
from our crawl and measurement
Lean-FDE 训战营 · 精益前端部署工程师体系 describes itself simply: "把 AI Demo 变成可运行、可评测、可治理、可采纳、可复制的生产系统。9 能力域 / 7 阶训战 / 31 个学习关卡 / 20 SOP / L0, L6。." When AI engines look at it, they find little to work with. It scores 3.1 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
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
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
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 3.4/10, Lean-FDE 训战营 is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Lean-FDE 训战营
Which AI engines already crawl you
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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 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/leanfde
Cite this score: Engagemii (2026). "AEO Score for Lean-FDE 训战营." Retrieved from https://engagemii.com/aeo/brands/leanfde
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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