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AI Visibility Scorecard
Driftaway Coffee
driftaway.coffee · E-commerce
Somewhat visible. AI bots can read Driftaway Coffee, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 27 times
Meta AI · Claude · ChatGPT · Apple Intelligence
#1,033 of 670,041 in E-commerce for AI visibility
7
AEO Visibility
iVisible · 6.8/10
40
Muse Index Score
iAI agent readiness
Agent-ready · 40/100
0
AI Adoption
iNone detected · 0/100
About Driftaway Coffee
from our crawl and measurement
Driftaway Coffee, based in Brooklyn, NY, describes itself simply: "Our mission is to build an equitable value chain by prioritizing women & minority producers, and we want to make coffee accessible and fun for all consumers." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.8 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (Organization, WebSite), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited 6 times in our tracking, including ClaudeBot (Anthropic), GPTBot (ChatGPT) and Applebot (Siri).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
7
Clear headings and answer-style content.
Entity Clarity
10
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
5
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
7
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
10
Inbound links from other sites.
Domain Authority
4
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
4
Forum and community discussion.
Social Mentions
6
Social discussion and mentions.
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 6.8/10, Driftaway Coffee has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for Driftaway Coffee
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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 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/driftaway-coffee
Cite this score: Engagemii (2026). "AEO Score for Driftaway Coffee." Retrieved from https://engagemii.com/aeo/brands/driftaway-coffee
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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