AI Visibility Scorecard
Arbitrary 20
arbitrary20.com · Media & Entertainment
At 2.6/10, Arbitrary 20 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 2 times
Claude
15
AI Naming Predictability
iRarely named · 15/100
Media & Entertainment average 17
Top 34% of Media & Entertainment
See what's behind this score →2.6
AEO Visibility
iNear-invisible · 2.6/10
Media & Entertainment average 4.2
See what's behind this score →-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Media & Entertainment average 3. Claim your page and Engagemii is your first.
See what's behind this score →10
Muse Index Score
iAI agent readiness
Basic · 10/100
Media & Entertainment average 15
See what's behind this score →0
About Arbitrary 20
from our crawl and measurement
Arbitrary 20 describes itself simply: "Arbitrary 20 is a Youtube channel that makes videos about D&D and other TTRPGs. This website showcases written guides and discussions from said Youtube channel." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 2.6 out of 10.
Our crawl found structured data on the page (WebSite, ItemList), an llms.txt file for AI models and a sitemap.
AI crawlers have read this profile 2 times in our tracking, including ClaudeBot (Anthropic).
- Company ·
- Arbitrary 20
- Website ·
- arbitrary20.com
- Industry ·
- Media & Entertainment
- Site status ·
- Live (The website showed an active business site when last checked (Nov 1, 2026).)
- Last scored ·
- Nov 8, 2026
The 6 on-page signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
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
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
The 6 off-page signals AI reads
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.
What this score means
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 2.6/10, Arbitrary 20 is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
Frequently Asked Questions
How Good is a Barbarian That Dumps Strength in D&D 5e?
Original Video: *This article is an edited version of the script for this video Race: Warforged or any race that can fly, if you can’t...
How Much Damage Can Shadow Blade Do in 1 Turn | D&D 5e Build Guide?
Original Video: *This article is an edited version of the script for this video Race: Bugbear, by far the best race for first turn nova...
Can A.I. Make Good D&D 5e Spells?
Original video: The following is the conversation that we had with the A.I. when we were building this character. Our prompts are...
Are A.I. Generated Magic Items for D&D 5e Any Good?
Original video: The following is the conversation that we had with the A.I. when we were building this character. Our prompts are...
Is this your brand?
The exact fixes for Arbitrary 20
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Why your brand doesn't show up in ChatGPT answers (and how to fix it)
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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Source & Attribution
Scored by Engagemii on November 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/arbitrary20
Cite this score: Engagemii (2026). "AEO Score for Arbitrary 20." Retrieved from https://engagemii.com/aeo/brands/arbitrary20
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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