AI Visibility Scorecard
Cellar Builder Guide
cellarbuilderguide.com · Home & Living
At 2.14/10, Cellar Builder Guide 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 Authority and News & Press. That is fixable, and the signals below show where to start.
AI engines read this profile 2 times
Claude
Top 25% in Home & Living for AI visibility
3
2.14
-
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 Cellar Builder Guide
from our crawl and measurement
Cellar Builder Guide is a business whose own site puts it this way: "Independent planning guidance and confidential introductions for professionally designed residential wine rooms and cellars." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 2.14 out of 10.
Our crawl found structured data on the page (Organization, WebSite), a sitemap and a readable heading structure. It is missing an llms.txt file.
- Company ·
- Cellar Builder Guide
- Website ·
- cellarbuilderguide.com
- Industry ·
- Home & Living
- Site status ·
- Live (The website showed an active business site when last checked (Nov 1, 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
Good
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Fair
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.
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 2.14/10, Cellar Builder Guide is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
Frequently Asked Questions
What are you planning?
Use the directory to find firms whose capabilities align with the character and complexity of your project.01Architectural glass roomsFor collections designed as part of the living space.↗02Traditional cellarsFor timber, masonry, and old-world material palettes.↗03Room conversionsFor basements, under-stair spaces, and existing rooms.↗The room is the brief
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/cellarbuilderguide
Cite this score: Engagemii (2026). "AEO Score for Cellar Builder Guide." Retrieved from https://engagemii.com/aeo/brands/cellarbuilderguide
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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