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AI Visibility Scorecard
Liberating Motherhood
zawn.substack.com · Home & Living
Somewhat visible. AI bots can read Liberating Motherhood, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#2,392 of 801,020 in Home & Living for AI visibility
6.7
/10
AEO Score
About Liberating Motherhood
from zawn.substack.com
For mothers who are pissed off about sexism, household chore inequality, and endless misogynistic bullshit, and for the allies who want a better world for all of us. Click to read Liberating Motherhoo
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
5
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 6.7/10, Liberating Motherhood has a working base to build on - fixable, and the signals above are where to start.
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Weekly ChatGPT & Claude citation tracking
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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/zawn-substack
Cite this score: Engagemii (2026). "AEO Score for Liberating Motherhood." Retrieved from https://engagemii.com/aeo/brands/zawn-substack
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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