AI Visibility Scorecard
Cersary Design
cersary.com · Education
Borderline visible. AI bots can crawl Cersary Design, 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.
AI engines read this profile 17 times
Meta AI · Claude · Apple Intelligence · ShapBot
#47,254 of 937,489 in Education for AI visibility
0
4
AEO Visibility
iBorderline · 4.2/10
30
Muse Index Score
iAI agent readiness
Agent-ready · 30/100
0
AI Adoption
iNone detected · 0/100
About Cersary Design
from our crawl and measurement
Cersary Design is a Vicente López, Buenos Aires business whose own site puts it this way: "Cersary es una marca argentina dedicada al diseño y fabricación de juguetes de madera educativos." When AI engines look at it, they find little to work with. It scores 4.2 out of 10.
Our crawl found structured data on the page (Place, Organization, WebSite) and a readable heading structure. It is missing an llms.txt file and a sitemap.
AI crawlers have visited 17 times in our tracking, including ClaudeBot (Anthropic), Applebot (Siri) and Meta AI.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Strong
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
Strong
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 4.2/10, Cersary Design is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Querés revender nuestros productos?
Si sos juguetería, regalería, librería, institución educativa, consultorio… O simplemente querés empezar tu emprendimiento pedí nuestro catálogo de juguetes por mayor. Quiero el catálogo! Search $ 0,00 0 Cart Cersary es una marca argentina dedicada al diseño y fabricación de juguetes de madera educativos.
25% off y 3 cuotas sin interés!!?
SI! Ahora los miercoles y los sábados pagando con QR tenes 25% de descuento y 3 cuotas sin interés!Solicitalo por whatsapp y te lo enviamos al toque! LO QUIERO!!!
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The exact fixes for Cersary Design
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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 Cersary Design.
Source & Attribution
Scored by Engagemii on October 24, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/cersary
Cite this score: Engagemii (2026). "AEO Score for Cersary Design." Retrieved from https://engagemii.com/aeo/brands/cersary
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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