AI Visibility Scorecard
authenticrandom.com · Technology
At 2.12/10, Authentic Random is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are Structured Data, E-E-A-T Signals and Backlinks. That is fixable, and the signals below show where to start.
AI engines read this profile 3 times
ChatGPT · Claude
Top 25% in Technology for AI visibility
<1
2.12
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Technology average 4. Claim your page and Engagemii is your first.
See what's behind this score →5
4
from our crawl and measurement
Authentic Random is a business whose own site puts it this way: "Exploring how agents make choices, and what people need to examine the evidence behind them. Business applications, controlled research, and our Ethos." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 2.12 out of 10.
Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.
AI crawlers have read this profile 3 times in our tracking, including GPTBot (ChatGPT) and ClaudeBot (Anthropic).
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
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
Good
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
-
Not yet measured.
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 2.12/10, Authentic Random is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
Where would an inspectable choice help your workflow?
We’re exploring uses such as selection, assignment, and tie-breaking. Bring a concrete decision, the people who depend on it, and the evidence they would need.Explore business applications02 / RESEARCHControlled research · ongoing questions
What happens when we ask a machine to choose?
Explore controlled comparisons, observed patterns, and the questions those results leave open.Explore the researchBUSINESS APPLICATIONSEXPLORATORY / NOT A PRODUCT OFFER
What was observed.What can be checked.?
A result, a record, and an interpretation are different things. We want to make those differences easier to see.Descriptive research summaryRecorded distributionsThe FTFN summary describes one recorded comparison.
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
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Scored by Engagemii on November 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/authenticrandom
Cite this score: Engagemii (2026). "AEO Score for Authentic Random." Retrieved from https://engagemii.com/aeo/brands/authenticrandom
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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