AI Visibility Scorecard
cedar-prism
cedar-prism.com · Other
At 3/10, cedar-prism is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.
Monitoring for AI engine activity
In the Engagemii AEO index
3
AEO Visibility
iNear-invisible · 3/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About cedar-prism
from our crawl and measurement
"Profesjonalne projektowanie i montaż systemów wentylacji." That is how cedar-prism introduces itself. When AI engines look at it, they find little to work with. It scores 3.0 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.
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
Good
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 actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 3/10, cedar-prism is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Dlaczego cedar-prism?
Doświadczenie Realizujemy projekty w całym województwie wielkopolskim od wielu lat. Certyfikaty Posiadamy uprawnienia budowlane oraz certyfikaty producentów urządzeń. Gwarancja Wszystkie instalacje objęte są pełną gwarancją na materiały i robociznę.
Is this your brand?
The exact fixes for cedar-prism
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
Why your brand doesn't show up in ChatGPT answers (and how to fix it)
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
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Source & Attribution
Scored by Engagemii on September 16, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/cedar-prism
Cite this score: Engagemii (2026). "AEO Score for cedar-prism." Retrieved from https://engagemii.com/aeo/brands/cedar-prism
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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