AI Visibility Scorecard
Three Sixteen Specialty Coffee and Bakery - Artisan Coffee, Fresh Breakfast & Daily Baked Pastries
316.cafe · Food & Beverage
Borderline visible. AI bots can crawl Three Sixteen Specialty Coffee and Bakery - Artisan Coffee, Fresh Breakfast & Daily Baked Pastries, 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 6 times
Meta AI · Claude · ChatGPT · ShapBot
#378,050 of 1,391,980 in Food & Beverage for AI visibility
<1
4
AEO Visibility
iBorderline · 4/10
-
Network Authority
iNot connected yet
5
Muse Index Score
iAI agent readiness
Basic · 5/100
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 Specialty Coffee and Bakery of Naples, FL introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.0 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.
AI crawlers have visited 3 times in our tracking, including Meta AI, ClaudeBot (Anthropic) and GPTBot (ChatGPT). By its own structured data it is a cafe business.
- Company ·
- Three Sixteen Specialty Coffee and Bakery - Artisan Coffee, Fresh Breakfast & Daily Baked Pastries
- Website ·
- 316.cafe
- Industry ·
- Food & Beverage
- Location ·
- naples, fl
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- AEO score ·
- 4/10
- AI visibility ·
- Borderline
- AI naming ·
- <1/100
- Network Authority ·
- Not connected yet
- AI reads ·
- 6
- Last scored ·
- Oct 2, 2026
- Verified connections ·
- None yet
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Fair
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
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Fair
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 4/10, 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
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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.
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Source & Attribution
Scored by Engagemii on October 2, 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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