AI Visibility Scorecard
Mary Swander's Emerging Voices
swander.substack.com · Other
Somewhat visible. AI bots can read Mary Swander's Emerging Voices, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 4 times
Claude · Meta AI
89
AI Naming Predictability
iLikely to be named · 89/100
5
AEO Visibility
iBorderline · 5.2/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About Mary Swander's Emerging Voices
from swander.substack.com
Diverse people voice their opinions for the Iowa Writers Collaborative. Click to read Mary Swander's Emerging Voices, a Substack publication with hundreds of subscribers.
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
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
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 5.2/10, Mary Swander's Emerging Voices has a working base to build on - fixable, and the signals above are where to start.
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Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/swander-substack
Cite this score: Engagemii (2026). "AEO Score for Mary Swander's Emerging Voices." Retrieved from https://engagemii.com/aeo/brands/swander-substack
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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