AI Visibility Scorecard
Projects Uncommon — Hospitality Consultancy
projectsuncommon.com · Food & Beverage
Borderline visible. AI bots can crawl Projects Uncommon — Hospitality Consultancy, 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 4 times
Claude · Meta AI
#494,447 of 1,391,260 in Food & Beverage for AI visibility
7
AI Naming Predictability
iRarely named · 7/100
Food & Beverage average 12
Top 45% of Food & Beverage
See what's behind this score →3.5
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Food & Beverage average 2. Claim your page and Engagemii is your first.
See what's behind this score →5
Muse Index Score
iAI agent readiness
Basic · 5/100
Food & Beverage average 18
See what's behind this score →0
About Projects Uncommon — Hospitality Consultancy
from our crawl and measurement
"Projects Uncommon is a hospitality consultancy guiding concepts from first idea to opening, across architecture, brand, culinary, and operations." That is how Projects Uncommon Hospitality Consultancy introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.5 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 ·
- Projects Uncommon — Hospitality Consultancy
- Website ·
- projectsuncommon.com
- Industry ·
- Food & Beverage
- Site status ·
- Live (The website showed an active business site when last checked (Aug 26, 2026).)
- Last scored ·
- Aug 10, 2026
The 6 on-page signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
Clear headings and answer-style content.
Entity Clarity
Fair
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.
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
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 3.5/10, Projects Uncommon — Hospitality Consultancy is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Have a space, a concept, or a question?
We'd love to hear about it. Tell us where you are and what you're imagining — we'll take it from there.Get in touchProjects Uncommon.Creative consultancy.NavigateAboutServicesWorkContactConnecthello@[email protected]@projectsuncommon.comInstagram© 2026 Projects Uncommon. All rights reserved.
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The exact fixes for Projects Uncommon — Hospitality Consultancy
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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 Projects Uncommon — Hospitality Consultancy.
Source & Attribution
Scored by Engagemii on August 10, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/projectsuncommon
Cite this score: Engagemii (2026). "AEO Score for Projects Uncommon — Hospitality Consultancy." Retrieved from https://engagemii.com/aeo/brands/projectsuncommon
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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