AI Visibility Scorecard
inventmag
inventmag.com · Other
Borderline visible. AI bots can crawl inventmag, 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 · 3.7/10
35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
0
AI Adoption
iNone detected · 0/100
About inventmag
from our crawl and measurement
Inventmag's Check is a business whose own site puts it this way: "Skip to content Inventmag's Check Fact Check 디지털 교육 전환기 고등 역량 체계 재편과 제도적 도약 방안 산업 구조 변화에 따른 디지털 교육 체계 재편과 융합 커리큘럼 도입 방향을 진단합니다." When AI engines look at it, they find little to work with. It scores 3.7 out of 10.
Our crawl found structured data on the page (CollectionPage, BreadcrumbList, WebSite) and a sitemap. It is missing an llms.txt file and a heading structure that lays out what it offers.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
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
Good
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 3.7/10, inventmag is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for inventmag
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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 October 7, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/inventmag
Cite this score: Engagemii (2026). "AEO Score for inventmag." Retrieved from https://engagemii.com/aeo/brands/inventmag
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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