AI Visibility Scorecard
Today I Learnt — David Winterbottom
til.codeinthehole.com · Technology
Visible to AI search. AI engines can read Today I Learnt — David Winterbottom, and Structured Data, Entity Clarity and E-E-A-T Signals are what would get it named ahead of competitors.
AI engines read this profile 15 times
Meta AI · Claude · Apple Intelligence · Perplexity
87
AI Naming Predictability
iAI names companies like this often · 87/100
Technology average 28
Top 2% of Technology
See what's behind this score →7
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Technology average 4. Claim your page and Engagemii is your first.
See what's behind this score →0
0
About Today I Learnt — David Winterbottom
from our crawl and measurement
Today I Learnt — David Winterbottom is a business whose own site puts it this way: "A collection of TIL posts started in summer 2020." Its AI visibility score is 7.0 out of 10: the engines can find and read it, with a few gaps left to close.
Our crawl found a sitemap. It is missing structured data describing the business, an llms.txt file and a heading structure that lays out what it offers.
AI crawlers have read this profile 15 times in our tracking, including Meta AI, ClaudeBot (Anthropic) and Applebot (Siri).
- Company ·
- Today I Learnt — David Winterbottom
- Website ·
- til.codeinthehole.com
- Industry ·
- Technology
- Site status ·
- Live (The website showed an active business site when last checked (Aug 26, 2026).)
- Last scored ·
- Nov 7, 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
Fair
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
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Weak
Sitemaps and entity links AI can follow.
The 6 off-page signals AI reads
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Fair
Established authority for your domain.
Reference Presence
Strong
Recognized in AI knowledge graphs.
News & Press
Weak
No press coverage found yet.
Community
Good
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 read your site and name it in answers. At 7/10, Today I Learnt — David Winterbottom is visible with gaps to close; the signals above show which.
Is this your brand?
The exact fixes for Today I Learnt — David Winterbottom
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The AEO Checklist Every Small Business Owner Needs Right Now
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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Source & Attribution
Scored by Engagemii on November 7, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/til-codeinthehole
Cite this score: Engagemii (2026). "AEO Score for Today I Learnt — David Winterbottom." Retrieved from https://engagemii.com/aeo/brands/til-codeinthehole
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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