AI Visibility Scorecard
8th and Roast
8thandroast.com · E-commerce
Somewhat visible. AI bots can read 8th and Roast, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 9 times
Meta AI · Amazon Alexa · Claude · Apple Intelligence
#29,300 of 737,708 in E-commerce for AI visibility
6
AEO Visibility
iVisible · 6.3/10
25
Muse Index Score
iAI agent readiness
Basic · 25/100
0
AI Adoption
iNone detected · 0/100
About 8th and Roast
from our crawl and measurement
"a Nashville original 8th & Roast has been roasting exceptional coffees in nashville since 2009, rooted in long-term relationships with farmers who care deeply about their land and crop." That is how 8th and Roast introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.3 out of 10, readable in places and missing in others.
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 visited 3 times in our tracking, including AmazonBot (Alexa AI), ClaudeBot (Anthropic) and Applebot (Siri).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Strong
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Good
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
Off-page authority
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.
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 6.3/10, 8th and Roast has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for 8th and Roast
Which AI engines already crawl you
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The AEO Checklist Every Small Business Owner Needs Right Now
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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Source & Attribution
Scored by Engagemii on August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/8thandroast
Cite this score: Engagemii (2026). "AEO Score for 8th and Roast." Retrieved from https://engagemii.com/aeo/brands/8thandroast
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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