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AI Visibility Scorecard
Macho Buddy
macho-buddy.com · Food & Beverage
Borderline visible. AI bots can crawl Macho Buddy, 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.
Monitoring for AI engine activity
In the Engagemii AEO index
#604,178 of 1,353,632 in Food & Beverage for AI visibility
4.4
/10
AEO Score
About Macho Buddy
from our crawl and measurement
"横向き寝で頭が沈み込み肩がつぶれてつらい方へ。マチョマクラwith 補助は、お使いの枕の下に入れて高さを補助し、横向き寝でも頭の沈み込みを抑えるサポート枕です。使い方や特徴を詳しく紹介しています。." That is how Macho Buddy of Suita, 27 introduces itself. When AI engines look at it, they find little to work with. It scores 4.3 out of 10.
The site does the on-page work well, with structured data on the page (LocalBusiness, WebSite), an llms.txt file for AI models, a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
5
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
5
Clear headings and answer-style content.
Entity Clarity
8
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
0
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
8
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 4.4/10, Macho Buddy is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Macho Buddy
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Macho Buddy.
Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/macho-buddy
Cite this score: Engagemii (2026). "AEO Score for Macho Buddy." Retrieved from https://engagemii.com/aeo/brands/macho-buddy
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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