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AI Visibility Scorecard
RoastWire — Specialty Coffee Release Alerts
roastwire.com · Technology
At 2.5/10, RoastWire — Specialty Coffee Release Alerts is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.
Monitoring for AI engine activity
In the Engagemii AEO index
#2,412,354 of 2,624,033 in Technology for AI visibility
2.5
/10
AEO Score
About RoastWire — Specialty Coffee Release Alerts
from our crawl and measurement
RoastWire — Specialty Coffee Release Alerts is a business whose own site puts it this way: "RoastWire Get Early Access Specialty coffee intelligence The best lotssell fast We track 40+ top roasters and alert you the moment new coffees go live, before they sell out." To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 2.5 out of 10.
Our crawl found a readable heading structure. It also found the gaps that keep answer engines guessing: structured data describing the business, an llms.txt file, a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
3
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
2
Experience, Expertise, Authority, Trust markers.
Technical AEO
4
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
3
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
0
No inbound links found yet.
Domain Trust
0
Little domain authority yet.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions 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 2.5/10, RoastWire — Specialty Coffee Release Alerts is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for RoastWire — Specialty Coffee Release Alerts
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Weekly ChatGPT & Claude citation tracking
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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/roastwire
Cite this score: Engagemii (2026). "AEO Score for RoastWire — Specialty Coffee Release Alerts." Retrieved from https://engagemii.com/aeo/brands/roastwire
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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