AI Visibility Scorecard
Cerbud
cerbud.org · Other
Borderline visible. AI bots can crawl Cerbud, 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 2 times
Claude · Apple Intelligence
3
AI Naming Predictability
iRarely named · 3/100
Average 15
Top 88% of Other
See what's behind this score →4
-
Network Authority
iNot connected yet
Average 0.0
0 relationships on record. Businesses average 3. Claim your page and Engagemii is your first.
See what's behind this score →5
0
About Cerbud
from our crawl and measurement
"Przejdź do treści Architektura Lokale komercyjne Mieszkania Oświetlenie Sprzątanie Stylowe meble Wyposażenie Wykończenie Ogród Sprzęt Narzędzia i akcesoria Cerbud, Wyposażenie domu Szukasz." That is how Cerbud introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.0 out of 10.
Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
- Company ·
- Cerbud
- Website ·
- cerbud.org
- Industry ·
- Other
- Site status ·
- Live (The website showed an active business site when last checked (Nov 1, 2026).)
- Last scored ·
- Oct 1, 2026
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
Weak
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
Fair
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 read your site and name it in answers. At 4/10, Cerbud is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Dom z piwnicą – co warto wiedzieć przed wyborem projektu?
Decyzja o budowie domu z kondygnacją podziemną to jeden z tych wyborów, które określają charakter całej inwestycji na długie lata. Piwnica zmienia sposób, w jaki korzysta się z budynku – daje przestrzeń, której nie da się łatwo wygospodarować w inny sposób, ale wiąże się też z wyższymi kosztami i większą złożonością techniczną. Właśnie dlatego projekt … Dowiedz się więcej 11 kwietnia 202614 kwietnia 2026 Mieszkania
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The exact fixes for Cerbud
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How to Get Your Company Named by ChatGPT, Gemini, and Claude
When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
Continue reading in your free Engagemii portalSign up free to read the full article and get your AEO fix list for Cerbud.
Source & Attribution
Scored by Engagemii on October 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/cerbud-org
Cite this score: Engagemii (2026). "AEO Score for Cerbud." Retrieved from https://engagemii.com/aeo/brands/cerbud-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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