AI Visibility Scorecard
mdesignauto.com
mdesignauto.com · Other
At 2/10, mdesignauto.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.
AI engines read this profile 2 times
Claude · Meta AI
2
AEO Visibility
iNear-invisible · 2/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About mdesignauto.com
from our crawl and measurement
mdesignauto.com is a business whose own site puts it this way: "首页Nav 品牌故事Nav 涂装须知Nav 设计案例Home 龙九子涂装系列Nav NFT数字藏品Nav 关于品质Nav 关注我们Messages 加入我们Nav by M Design 美生绘专业车身彩绘 彩绘涂装 全新体验 沪公网安备 31010602006534号©2024 美生绘版权所有 沪ICP备2021032596号-1 | 本站支持 --." To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 2.0 out of 10.
The site is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
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 actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 2/10, mdesignauto.com is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for mdesignauto.com
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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 September 3, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mdesignauto
Cite this score: Engagemii (2026). "AEO Score for mdesignauto.com." Retrieved from https://engagemii.com/aeo/brands/mdesignauto
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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