AI Visibility Scorecard
Chad Elliott
chadelliott.substack.com · Media & Entertainment
Borderline visible. AI engines can read Chad Elliott, but Structured Data, Content Structure and E-E-A-T Signals are weak, so it is at real risk of being skipped when buyers ask ChatGPT, Claude or Perplexity for a recommendation.
AI engines read this profile 2 times
Claude · Apple Intelligence
61
AI Naming Predictability
iRarely named · 61/100
Media & Entertainment average 17
Top 4% of Media & Entertainment
See what's behind this score →4.7
-
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 →5
Muse Index Score
iAI agent readiness
Basic · 5/100
Media & Entertainment average 15
See what's behind this score →0
About Chad Elliott
from our crawl and measurement
Chad Elliott is a business whose own site puts it this way: "Chad Elliott is an award-winning songwriter, poet, painter, sculptor and illustrator at Elliott Art Studio in Jefferson, IA. Elliott is also an author (Wilderman's Books, Rumble and Flash)." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 4.7 out of 10, readable in places and missing in others.
Our crawl found a sitemap. It is missing structured data describing the business, an llms.txt file and a heading structure that lays out what it offers.
AI crawlers have read this profile 2 times in our tracking, including ClaudeBot (Anthropic) and Applebot (Siri).
- Company ·
- Chad Elliott
- Website ·
- chadelliott.substack.com
- Industry ·
- Media & Entertainment
- Site status ·
- Live (The website showed an active business site when last checked (Nov 1, 2026).)
- Last scored ·
- Oct 25, 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
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
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Weak
Sitemaps and entity links AI can follow.
The 6 off-page signals AI reads
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Strong
Established authority for your domain.
Reference Presence
-
Not yet measured.
News & Press
Strong
Press and news coverage.
Community
Strong
Forum and community discussion.
Social Mentions
Strong
Social discussion and mentions.
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 4.7/10, Chad Elliott is borderline: readable but under-signaled. That is fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Chad Elliott
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How to Get Your Company Named by ChatGPT, Gemini, and Claude
When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
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Source & Attribution
Scored by Engagemii on October 25, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/chadelliott-substack
Cite this score: Engagemii (2026). "AEO Score for Chad Elliott." Retrieved from https://engagemii.com/aeo/brands/chadelliott-substack
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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