AI Visibility Scorecard
Cedar & Form
cedarandform.com · Home & Living
Somewhat visible. AI bots can read Cedar & Form, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Claude
#395,091 of 1,371,901 in Home & Living for AI visibility
5
AEO Visibility
iBorderline · 5.1/10
30
Muse Index Score
iAI agent readiness
Basic · 30/100
0
AI Adoption
iNone detected · 0/100
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 it is partially visible, scoring 5.1 out of 10, readable in places and missing in others.
Almost none of the machinery AI engines read is present, including structured data describing the business, an llms.txt file, a sitemap.
The 6 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.
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 5.1/10, Cedar & Form has a working base to build on - 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.
Is this your brand?
The exact fixes for Cedar & Form
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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 Cedar & Form.
Source & Attribution
Scored by Engagemii on August 2, 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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