AI Visibility Scorecard
roastesso.com · E-commerce
Borderline visible. AI bots can crawl Roastesso, 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 8 times
Meta AI · Claude · ShapBot
#207,960 of 739,390 in E-commerce for AI visibility
20
AI Naming Predictability
iRarely named · 20/100
E-commerce average 18
Top 50% of E-commerce
See what's behind this score →4
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in E-commerce average 9. Claim your page and Engagemii is your first.
See what's behind this score →50
Muse Index Score
iAI agent readiness
Transactable · 50/100
E-commerce average 27
See what's behind this score →0
from our crawl and measurement
"Discover the selection of Roastesso coffee capsules compatible with Nespresso OriginalLine machines. Buy fresh new flavors pods online Made in USA." That is how Roastesso introduces itself. When AI engines look at it, they find little to work with. It scores 4.0 out of 10.
Our crawl found structured data on the page (Organization, WebSite), an llms.txt file for AI models and a sitemap.
AI crawlers have visited 7 times in our tracking, including ClaudeBot (Anthropic), Meta AI and ShapBot (Parallel).
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
Good
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
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
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.
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 4/10, Roastesso is crawlable but under-signaled - fixable, and the signals above are where to start.
Why Choose Our Coffee?
Always FreshOur coffee capsules are handcrafted in small batches using freshly roasted coffee, then packed and shipped directly to you. Enjoy a delicious cup of espresso every time with our aluminum Nespresso compatible capsules.
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When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
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Roastesso lists 15 products, 15 in stock, priced 6.99 to 25.99.
Machine-readable copy: the product feed (JSON).
Scored by Engagemii on October 24, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/roastesso
Cite this score: Engagemii (2026). "AEO Score for Roastesso." Retrieved from https://engagemii.com/aeo/brands/roastesso
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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