AI Visibility Scorecard
Managed by IRPS
irps.store · E-commerce
Borderline visible. AI bots can crawl Managed by IRPS, 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
#203,922 of 738,818 in E-commerce for AI visibility
<1
4
AEO Visibility
iBorderline · 4/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About Managed by IRPS
from our crawl and measurement
Official IRPS Merchandise Managed by IRPS describes itself simply: "Lewati ke konten Katalog ProdukHelpdeskCek Status Pesanan 0 Toko kami telah beroperasi mulai Januari 2026 Koleksi IRPS Merch Dapatkan berbagai macam koleksi souvenir perkeretaapian." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.0 out of 10.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
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
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 4/10, Managed by IRPS is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Mengapa harus IRPS Merch ?
Kami menyediakan berbagai macam koleksi pernak-pernik souvenir dengan tema perkeretaapian Indonesia bertema sejarah dan modern.
Cari rekomendasi paket wisata sejarah perkeretaapian Indonesia ?
Kami juga menawarkan beberapa paket wisata yang mungkin bisa digunakan sebagai opsi tujuan destinasi Anda berwisata sejarah perkeretaapian khas IRPS. Hubungi Layanan Personal Tour Assistant (PTA) kami untuk membantu Anda dalam merencakaan perjalanan seru dan menarik.
Apa itu IRPS ?
“Jangan melupakan sejarah” Soekarno, Presiden Indonesia pertama. Indonesian Railway Preservation Society (IRPS) adalah komunitas pecinta kereta api yang memusatkan perhatian dan kegiatannya pada penyelamatan dan pelestarian aset perkeretaapian Indonesia yang bernilai sejarah. Baca Selengkapnya..
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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 Managed by IRPS.
Source & Attribution
Scored by Engagemii on October 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/irps-store
Cite this score: Engagemii (2026). "AEO Score for Managed by IRPS." Retrieved from https://engagemii.com/aeo/brands/irps-store
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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