AI Visibility Scorecard
Cedar & Form
cedarandform.com · Home & Living
At 1.46/10, Cedar & Form is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are Backlinks, Domain Trust and News Mentions. That is fixable, and the signals below show where to start.
AI engines read this profile 2 times
Claude
<1
1.46
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Home & Living average 2. Claim your page and Engagemii is your first.
See what's behind this score →25
Muse Index Score
iAI agent readiness
Basic · 25/100
Home & Living average 21
See what's behind this score →0
About Cedar & Form
from our crawl and measurement
Cedar & Form is a Lufingen, ZH business whose own site puts it this way: "Cedar & Form is a Swiss-based garden design studio offering on-site and remote services across Switzerland and Europe. Terrace, small garden, estate, and full garden design." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 1.46 out of 10.
Almost none of the machinery AI engines read is present, including structured data describing the business, an llms.txt file, a sitemap.
- Company ·
- Cedar & Form
- Website ·
- cedarandform.com
- Industry ·
- Home & Living
- Location ·
- Lufingen, ZH
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Nov 9, 2026
The 6 on-page signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
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
Good
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
The 6 off-page signals AI reads
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
-
Not yet measured.
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 1.46/10, Cedar & Form is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
Frequently Asked Questions
Which design service is right for you?
Select a Design Package if: You have a terrace or a straightforward plot. Your garden is up to 500 m² and flat, with no slopes or height differences. You want a clear, professional design with a fixed price and fast delivery. You want a design that outlines what is to be built, with means and methods of construction defined by the builder.
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 November 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/cedarandform
Cite this score: Engagemii (2026). "AEO Score for Cedar & Form." Retrieved from https://engagemii.com/aeo/brands/cedarandform
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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