AI Visibility Scorecard
LILYWILL株式会社
lilywill.com · Food & Beverage
Borderline visible. AI bots can crawl LILYWILL株式会社, 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
#502,817 of 1,393,717 in Food & Beverage for AI visibility
5
AEO Visibility
iBorderline · 4.7/10
30
Muse Index Score
iAI agent readiness
Basic · 30/100
0
AI Adoption
iNone detected · 0/100
About LILYWILL株式会社
from our crawl and measurement
LILYWILL株式会社 is a 浜松市, 22 business whose own site puts it this way: "静岡県浜松市にありますLILYWILL株式会社は、通信インフラ関連の加工・組立、自動車・オートバイ部品の加工・研磨、精密機械・ロボット部品の加工、医療・介護用品の加工・組立、楽器部品の研磨を行う製造業です。求人募集も行っております。." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.7 out of 10.
Almost none of the machinery AI engines read is present, including structured data describing the business, an llms.txt file, a sitemap.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
Clear headings and answer-style content.
Entity Clarity
Strong
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
Strong
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 4.7/10, LILYWILL株式会社 is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for LILYWILL株式会社
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 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/lilywill
Cite this score: Engagemii (2026). "AEO Score for LILYWILL株式会社." Retrieved from https://engagemii.com/aeo/brands/lilywill
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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