AI Visibility Scorecard
dripratio.com · Food & Beverage
At 1.43/10, Drip Ratio is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are Backlinks, Domain Trust and News Mentions. That is fixable, and the signals below show where to start.
AI engines read this profile 2 times
Claude
Top 50% in Food & Beverage for AI visibility
7
AI Naming Predictability
iRarely named · 7/100
Food & Beverage average 12
Top 45% of Food & Beverage
See what's behind this score →1.43
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Food & Beverage average 2. Claim your page and Engagemii is your first.
See what's behind this score →25
Muse Index Score
iAI agent readiness
Basic · 25/100
Food & Beverage average 18
See what's behind this score →0
from our crawl and measurement
Drip Ratio describes itself simply: "Drip Ratio stores your coffee recipes and scales every ingredient instantly for any number of cups, so you brew the same great ratio every time. Free brewing guides and recipes inside." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 1.43 out of 10.
Our crawl found structured data on the page (WebSite, Organization), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have read this profile 2 times 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
Good
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
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 1.43/10, Drip Ratio is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
What is Drip Ratio?
Drip Ratio is a free, mobile-first app for people who care how their coffee tastes.
Is this your brand?
The exact fixes for Drip Ratio
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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/dripratio
Cite this score: Engagemii (2026). "AEO Score for Drip Ratio." Retrieved from https://engagemii.com/aeo/brands/dripratio
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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