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AI Visibility Scorecard
Work Happy Mums Digest
workhappymums.substack.com · Technology
Somewhat visible. AI bots can read Work Happy Mums Digest, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#65,261 of 2,821,955 in Technology for AI visibility
6.7
/10
AEO Score
About Work Happy Mums Digest
from workhappymums.substack.com
Here you’ll find tools, insights, and encouragement to help you figure out your next steps and build a career that works for you and your family - while staying connected to yourself and the parent you want to be. Join us! Click to read Work Happy Mums Digest, by Melanie Fieseler, a Substack publica
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
2
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, Work Happy Mums Digest 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 July 26, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/workhappymums-substack
Cite this score: Engagemii (2026). "AEO Score for Work Happy Mums Digest." Retrieved from https://engagemii.com/aeo/brands/workhappymums-substack
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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