AI Visibility Scorecard
Work Happy Mums Digest
workhappymums.substack.com · Technology
Borderline visible. AI bots can crawl Work Happy Mums Digest, 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 4 times
Claude · Apple Intelligence
#440,132 of 2,705,482 in Technology for AI visibility
27
5
AEO Visibility
iBorderline · 4.9/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
?
AI Adoption
iNone detected · -/100
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
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
Weak
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
Weak
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 4.9/10, Work Happy Mums Digest is crawlable but under-signaled - fixable, and the signals above are where to start.
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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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Work Happy Mums Digest.
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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