AI Visibility Scorecard
Hannah Lynes
hannahlynes.com · Education
At 2.03/10, Hannah Lynes is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are Structured Data, E-E-A-T Signals and Backlinks. That is fixable, and the signals below show where to start.
Monitoring for AI engine activity
In the Engagemii AEO index
Top 50% in Education for AI visibility
<1
2.03
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Education average 4. Claim your page and Engagemii is your first.
See what's behind this score →5
0
About Hannah Lynes
from our crawl and measurement
Hannah Lynes is one of the businesses we track in the Education space. When AI engines look at it, they find little to work with. It scores 2.03 out of 10.
Our crawl found structured data on the page (WebPage, ImageObject, BreadcrumbList), a sitemap and a readable heading structure. It is missing an llms.txt file.
- Company ·
- Hannah Lynes
- Website ·
- hannahlynes.com
- Industry ·
- Education
- Site status ·
- Live (The website showed an active business site when last checked (Nov 1, 2026).)
- Last scored ·
- Nov 9, 2026
The 6 on-page signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
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
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
The 6 off-page signals AI reads
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
-
Not yet measured.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
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 read your site and name it in answers. At 2.03/10, Hannah Lynes is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
Frequently Asked Questions
Can I put caraway seeds in my porridge?
Published: May 16, 2024 The latest thing I’ve done is to sort all my ancient pots of spices by “best before” date.
Can I put pea shoots in my porridge?
Published: March 19, 2024 A bit of an odd one in my porridge series this morning. I had coconut milk left over from making pineapple and coconut porridge yesterday. I wanted to use it again, but had no fresh pineapple left. I’d bought quite a few random ingredients in M&S yesterday (still going with my yellow sticker hobby) so… Read More
Can I put pineapple in my porridge?
Published: March 7, 2024 My latest hobby is going to M&S at the end of the day and buying things with yellow “reduced” stickers on and then working out what I can do with them. Yesterday I picked up some chopped fresh pineapple so the obvious question this morning was “Can I put pineapple in my porridge?” I’ve always… Read More
Can I add linseeds to my porridge?
Published: March 8, 2023 Welcome to the first in my series of experiments with porridge ingredients! (see my intro post here explaining what’s prompted me to do such a thing). Today, linseeds (flaxseeds).
What can I add to my porridge?
Published: March 7, 2023 Last year I lost weight. I used the Noom app which worked well for me. One thing I did that helped me was to eat porridge for breakfast every day. My porridge is just oats, water and fruit, no sugar, honey, milk or cream. I quickly got used to having just oats and fruit and… Read More
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 November 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/hannahlynes
Cite this score: Engagemii (2026). "AEO Score for Hannah Lynes." Retrieved from https://engagemii.com/aeo/brands/hannahlynes
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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