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AI Visibility Scorecard
Three Sixteen Specialty Coffee and Bakery - Artisan Coffee, Fresh Breakfast & Daily Baked Pastries
316.cafe · Food & Beverage
At 3/10, Three Sixteen Specialty Coffee and Bakery - Artisan Coffee, Fresh Breakfast & Daily Baked Pastries is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.
AI engines read this profile 1 times
Meta AI
#1,119,530 of 1,368,827 in Food & Beverage for AI visibility
3
AEO Visibility
iNear-invisible · 3/10
10
Muse Index Score
iAI agent readiness
Basic · 10/100
0
AI Adoption
iNone detected · 0/100
About Three Sixteen Specialty Coffee and Bakery - Artisan Coffee, Fresh Breakfast & Daily Baked Pastries
from our crawl and measurement
"Discover the best specialty coffee, fresh pastries, breakfast and lunch in Naples, FL. Three Sixteen Coffee & Bakery offers artisan espresso, outdoor seating & cozy ambiance." That is how Three Sixteen Café of Naples, FL introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.0 out of 10.
Our crawl found structured data on the page (CafeOrCoffeeShop). It is missing an llms.txt file, a sitemap and a heading structure that lays out what it offers.
By its own structured data it is a cafe business.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
4
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
4
Clear headings and answer-style content.
Entity Clarity
5
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
4
Experience, Expertise, Authority, Trust markers.
Technical AEO
5
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
4
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Authority
0
Little domain authority yet.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
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 3/10, Three Sixteen Specialty Coffee and Bakery - Artisan Coffee, Fresh Breakfast & Daily Baked Pastries is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Three Sixteen Specialty Coffee and Bakery - Artisan Coffee, Fresh Breakfast & Daily Baked Pastries
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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 September 15, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/316-cafe
Cite this score: Engagemii (2026). "AEO Score for Three Sixteen Specialty Coffee and Bakery - Artisan Coffee, Fresh Breakfast & Daily Baked Pastries." Retrieved from https://engagemii.com/aeo/brands/316-cafe
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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