AI Visibility Scorecard
All Things Distributed
allthingsdistributed.com · Food & Beverage
Somewhat visible. AI bots can read All Things Distributed, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 9 times
ChatGPT · Claude · Apple Intelligence · Meta AI
#32,120 of 1,394,115 in Food & Beverage for AI visibility
6
AEO Visibility
iVisible · 6.1/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About All Things Distributed
from our crawl and measurement
All Things Distributed is a business whose own site puts it this way: "Werner Vogels on building scalable and robust distributed systems." Its AI visibility score is 6.1 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (WebSite) and a sitemap. It is missing an llms.txt file and a heading structure that lays out what it offers.
AI crawlers have visited 4 times in our tracking, including GPTBot (ChatGPT) and ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Weak
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.
Off-page authority
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Fair
Established authority for your domain.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Strong
Forum and community discussion.
Social Mentions
Good
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 6.1/10, All Things Distributed has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for All Things Distributed
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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 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/allthingsdistributed
Cite this score: Engagemii (2026). "AEO Score for All Things Distributed." Retrieved from https://engagemii.com/aeo/brands/allthingsdistributed
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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