▲ 5.8 since Jul 2026
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AI Visibility Scorecard
What's New Under the Sun
mattsclancy.substack.com · Other
Well-positioned for AI search. The breakdown below shows where What's New Under the Sun is still leaving points on the table.
AI engines read this profile 1 times
Claude
8
AEO Visibility
iVisible · 7.6/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About What's New Under the Sun
from our crawl and measurement
What's New Under the Sun is a business whose own site puts it this way: "What academia knows* about innovation. Click to read What's New Under the Sun, by Matt Clancy, a Substack publication with tens of thousands of subscribers." To AI engines like ChatGPT and Perplexity it is one of the more visible businesses we measure, scoring 7.6 out of 10.
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 visited once in our tracking, including 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
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Weak
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
Strong
Established authority for your domain.
Reference Presence
Strong
Recognized in AI knowledge graphs.
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 actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 7.6/10, What's New Under the Sun has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for What's New Under the Sun
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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 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mattsclancy-substack
Cite this score: Engagemii (2026). "AEO Score for What's New Under the Sun." Retrieved from https://engagemii.com/aeo/brands/mattsclancy-substack
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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