AI Visibility Scorecard
MBH Lab
mbhstudy.com · Food & Beverage
At 2.4/10, MBH Lab 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 1 times
Claude
#1,329,006 of 1,394,028 in Food & Beverage for AI visibility
2
AEO Visibility
iNear-invisible · 2.4/10
20
Muse Index Score
iAI agent readiness
Basic · 20/100
0
AI Adoption
iNone detected · 0/100
About MBH Lab
from our crawl and measurement
"2025年11月28日 税理士試験 税理士試験<簿記論>の独学での勉強時間はどれくらい？意識低い系現役受験生が解説 結論｜簿記論の勉強時間は200〜500時間が目安 税理士試験の勉強時間はどれくらい必要なのか？これは受験を考えている人が最初にぶつかる悩みだと思います。 結論から言うと「必要な勉強時間は人によって違う」ものの、・合格者の平均勉強時間・働きなが." That is how MBH Lab introduces itself. To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 2.4 out of 10.
Our crawl found structured data on the page (Person, WebSite, CollectionPage) and a readable heading structure. It is missing 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
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Fair
Clear headings and answer-style content.
Entity Clarity
Fair
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
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 2.4/10, MBH Lab is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for MBH Lab
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for MBH Lab.
Source & Attribution
Scored by Engagemii on September 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mbhstudy
Cite this score: Engagemii (2026). "AEO Score for MBH Lab." Retrieved from https://engagemii.com/aeo/brands/mbhstudy
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
Powered by Engagemii - The Answer Engine Optimization (AEO) Platform