SCORE HISTORY BEGINS 2026-08-16
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AI Visibility Scorecard
Let's Hope Mom Doesn't Find This
At 1.6/10, Let's Hope Mom Doesn't Find This is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.
Monitoring for AI engine activity
In the Engagemii AEO index
2
AEO Visibility
iNear-invisible · 1.6/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About Let's Hope Mom Doesn't Find This
from our crawl and measurement
"musings on daughterhood, motherhood and things mother wouldn't want me to post. Click to read Let's Hope Mom Doesn't Find This, by Aya Martin Seaver, a Substack publication." That is how Let's Hope Mom Doesn't Find This introduces itself. To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 1.4 out of 10.
The site is missing structured data describing the business, an llms.txt file and a sitemap.
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
0
Little domain authority yet.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
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 1.6/10, Let's Hope Mom Doesn't Find This is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Let's Hope Mom Doesn't Find This
Which AI engines already crawl you
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Why your brand doesn't show up in ChatGPT answers (and how to fix it)
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
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Source & Attribution
Scored by Engagemii on August 16, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/hopemomdoesntfindthis-substack
Cite this score: Engagemii (2026). "AEO Score for Let's Hope Mom Doesn't Find This." Retrieved from https://engagemii.com/aeo/brands/hopemomdoesntfindthis-substack
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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