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AI Visibility Scorecard
Goatfury Writes
goatfury.substack.com · Nonprofits
Somewhat visible. AI bots can read Goatfury Writes, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#3,489 of 747,853 in Nonprofits for AI visibility
6.8
/10
AEO Score
About Goatfury Writes
from our crawl and measurement
Goatfury Writes is a business whose own site puts it this way: "I want to give you something interesting to think about every single day. Click to read Goatfury Writes, by Andrew Smith, a Substack publication with thousands of subscribers." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.8 out of 10, readable in places, missing in others.
Our crawl found a sitemap. It also found the gaps that keep answer engines guessing: structured data describing the business, an llms.txt file, a heading structure that lays out what it offers.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
2
Clear headings and answer-style content.
Entity Clarity
4
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
1
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
3
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
0
No inbound links found yet.
Domain Trust
8
Established authority for your domain.
Entity Presence
10
Recognized in AI knowledge graphs.
News Mentions
10
Press and news coverage.
Community
10
Forum and community discussion.
0
No Reddit mentions found yet.
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 6.8/10, Goatfury Writes has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for Goatfury Writes
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/goatfury-substack
Cite this score: Engagemii (2026). "AEO Score for Goatfury Writes." Retrieved from https://engagemii.com/aeo/brands/goatfury-substack
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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