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AI Visibility Scorecard
MatchLab
Borderline visible. AI bots can crawl MatchLab, 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
4
AEO Visibility
iNear-invisible · 3.9/10
25
Muse Index Score
iAI agent readiness
Basic · 25/100
?
AI Adoption
iNone detected · -/100
About MatchLab
from our crawl and measurement
"「遊ばれる側」で終わるタイプ？ 全10問、所要時間は約40秒。無意識な行動パターンから遊ばれずに「選ぶ側」に回るヒントがわかります。 無料 1質問は全10問、結果は5タイプ 2優劣ナシ、行動の傾向がわかるだけ 3先に知っ." That is how MatchLab introduces itself. When AI engines look at it, they find little to work with. It scores 3.9 out of 10.
Our crawl found structured data on the page (WebSite, Article) and a readable heading structure. It is missing an llms.txt file and a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
5
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
1
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
7
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 3.9/10, MatchLab is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for MatchLab
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for MatchLab.
Source & Attribution
Scored by Engagemii on August 29, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/matchlab-tech
Cite this score: Engagemii (2026). "AEO Score for MatchLab." Retrieved from https://engagemii.com/aeo/brands/matchlab-tech
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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