#81,902 OF 1,383,827 IN FOOD & BEVERAGE
SCORE HISTORY BEGINS 2026-06-27
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AI Visibility Scorecard
Flan Factory
flanfactory.com · Food & Beverage
Somewhat visible. AI bots can read Flan Factory, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 4 times
Meta AI · Claude
#81,902 of 1,383,827 in Food & Beverage for AI visibility
6
AEO Visibility
iBorderline · 5.8/10
35
Muse Index Score
iAI agent readiness
Basic · 35/100
0
AI Adoption
iNone detected · 0/100
About Flan Factory
from our crawl and measurement
Flan Factory, based in Tampa, FL, describes itself simply: "Flan Factory is a modern Cuban restaurant located in Tampa, FL, serving a variety of Cuban classics, coffee and dessert." Its AI visibility score is 5.8 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (LocalBusiness, WebSite), an llms.txt file for AI models and a sitemap. It is missing a heading structure that lays out what it offers.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
4
Clear headings and answer-style content.
Entity Clarity
10
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
1
Experience, Expertise, Authority, Trust markers.
Technical AEO
9
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
5
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
9
Inbound links from other sites.
Domain Authority
3
Established authority for your domain.
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 5.8/10, Flan Factory has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Flan Factory
Which AI engines already crawl you
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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 August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/flanfactory
Cite this score: Engagemii (2026). "AEO Score for Flan Factory." Retrieved from https://engagemii.com/aeo/brands/flanfactory
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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