AI Visibility Scorecard
cup-scale.com · Food & Beverage
Borderline visible. AI bots can crawl CupScale — How much is a cup, really?, 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 1 times
Claude
#1,048,993 of 1,393,668 in Food & Beverage for AI visibility
4
AEO Visibility
iNear-invisible · 3.6/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
from our crawl and measurement
"Ingredient-specific measurement conversions. A cup of flour and a cup of honey don't weigh the same, CupScale converts cups, tablespoons, and grams correctly for over 20 common ingredients." That is how CupScale How much is a cup, really? introduces itself. When AI engines look at it, they find little to work with. It scores 3.6 out of 10.
Our crawl found a sitemap. It is missing structured data describing the business, an llms.txt file and a heading structure that lays out what it offers.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
Strong · Good · Fair · Weak
Structured Data
Weak
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
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.
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 3.6/10, CupScale — How much is a cup, really? is crawlable but under-signaled - fixable, and the signals above are where to start.
Why doesn't a cup just weigh one thing?
Because volume and weight measure different properties A cup measures space — how much room something takes up. A gram measures mass. Flour is light and full of air pockets, so a cup of it weighs little. Honey is dense and clings together, so a cup of it weighs nearly three times as much. Same cup, very different ingredient.
Is this your brand?
The exact fixes for CupScale — How much is a cup, really?
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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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Scored by Engagemii on August 11, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/cup-scale
Cite this score: Engagemii (2026). "AEO Score for CupScale — How much is a cup, really?." Retrieved from https://engagemii.com/aeo/brands/cup-scale
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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