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AI Visibility Scorecard
Square Stage
squarestage.substack.com · Other
Somewhat visible. AI bots can read Square Stage, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Claude
7
AEO Visibility
iVisible · 6.7/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About Square Stage
from our crawl and measurement
Square Stage describes itself simply: "A newsletter about breaking out of the performance of perfection. Click to read Square Stage, by Marie McMullan, a Substack publication. Launched 7 months ago." To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 1.6 out of 10.
The site is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
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
3
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
2
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Authority
8
Established authority for your domain.
Reference Presence
10
Recognized in AI knowledge graphs.
News & Press
10
Press and news coverage.
Community
10
Forum and community discussion.
Social Mentions
0
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 6.7/10, Square Stage has a working base to build on - fixable, and the signals above are where to start.
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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 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/squarestage-substack
Cite this score: Engagemii (2026). "AEO Score for Square Stage." Retrieved from https://engagemii.com/aeo/brands/squarestage-substack
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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