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 3 times
Claude · Meta AI
#1,087,955 of 1,394,000 in Food & Beverage for AI visibility
34
AI Naming Predictability
iSometimes named · 34/100
4
AEO Visibility
iNear-invisible · 3.5/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
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).
The 6 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.
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 3.5/10, 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 Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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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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