AI Visibility Scorecard
caffeinemeter.com · Technology
At 1.21/10, Caffeine Meter is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are E-E-A-T Signals, Backlinks and Domain Authority. That is fixable, and the signals below show where to start.
AI engines read this profile 1 times
Claude
7
AI Naming Predictability
iRarely named · 7/100
Technology average 28
Top 80% of Technology
See what's behind this score →1.21
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Technology average 4. Claim your page and Engagemii is your first.
See what's behind this score →45
Muse Index Score
iAI agent readiness
Transactable · 45/100
Technology average 17
See what's behind this score →0
from our crawl and measurement
Caffeine Meter is a business whose own site puts it this way: "Real-time caffeine tracker that shows how much caffeine is still in your bloodstream and when it will be safe to sleep." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 1.21 out of 10.
Our crawl found structured data on the page (WebApplication, FAQPage) and a sitemap. It is missing an llms.txt file and a heading structure that lays out what it offers.
AI crawlers have read this profile once in our tracking, including ClaudeBot (Anthropic).
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
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.
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
-
Not yet measured.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion found yet.
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 1.21/10, Caffeine Meter is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
When does caffeine actually wear off?
Caffeine has an average half-life of roughly five and a half hours. That means if you drink a 200 mg cold brew at 2 pm, about 100 mg is still active at 7:30 pm — enough to delay sleep onset for most people. By midnight, you're down to around 50 mg. The exact rate varies significantly by individual.
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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Scored by Engagemii on November 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/caffeinemeter
Cite this score: Engagemii (2026). "AEO Score for Caffeine Meter." Retrieved from https://engagemii.com/aeo/brands/caffeinemeter
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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