AI Visibility Scorecard
Substack Writers at Work with Sarah Fay
www.substackwritersatwork.com · Other
Borderline visible. AI bots can crawl Substack Writers at Work with Sarah Fay, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
AI engines read this profile 7 times
ChatGPT · Claude
<1
4
AEO Visibility
iBorderline · 4.2/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About Substack Writers at Work with Sarah Fay
from our crawl and measurement
Substack Writers at Work with Sarah Fay is a business whose own site puts it this way: "Stay ahead of the Substack curve, with the leading Growth Strategist, Sarah Fay. Click to read Substack Writers at Work with Sarah Fay, a Substack publication with tens of...." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.2 out of 10.
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
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
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
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 actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 4.2/10, Substack Writers at Work with Sarah Fay is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Substack Writers at Work with Sarah Fay
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
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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/www-substackwritersatwork
Cite this score: Engagemii (2026). "AEO Score for Substack Writers at Work with Sarah Fay." Retrieved from https://engagemii.com/aeo/brands/www-substackwritersatwork
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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