AI Visibility Scorecard
Caffeine Spots
caffeinespots.com · Food & Beverage
Somewhat visible. AI bots can read Caffeine Spots, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 10 times
Meta AI · Claude · Apple Intelligence · Perplexity
#4,596 of 1,393,748 in Food & Beverage for AI visibility
7
AEO Visibility
iVisible · 6.6/10
40
Muse Index Score
iAI agent readiness
Agent-ready · 40/100
0
AI Adoption
iNone detected · 0/100
About Caffeine Spots
from our crawl and measurement
Caffeine Spots, based in Khlong Toei, Bangkok, describes itself simply: "Welcome to CaffeineSpot, your ultimate cafe directory in Thailand. With our slogan, Your Cafe Guide, One Spot Away, we aim to connect coffee lovers with the best cafes across Thailand." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.3 out of 10, readable in places, missing in others.
On the page, the fundamentals are in place: structured data on the page (Place, Organization, WebSite), an llms.txt file for AI models, a sitemap.
AI crawlers have visited the site once in our tracking, so the engines are already looking.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
Clear headings and answer-style content.
Entity Clarity
Strong
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
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
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 6.6/10, Caffeine Spots has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Caffeine Spots
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The AEO Checklist Every Small Business Owner Needs Right Now
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/caffeinespots
Cite this score: Engagemii (2026). "AEO Score for Caffeine Spots." Retrieved from https://engagemii.com/aeo/brands/caffeinespots
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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