#71,458 OF 2,691,613 IN TECHNOLOGY
SCORE HISTORY BEGINS 2026-08-01
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AI Visibility Scorecard
Today I Learnt — David Winterbottom
til.codeinthehole.com · Technology
Somewhat visible. AI bots can read Today I Learnt — David Winterbottom, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 10 times
Meta AI · Claude · Apple Intelligence
#71,458 of 2,691,613 in Technology for AI visibility
7
AEO Visibility
iVisible · 6.6/10
0
Muse Index Score
iAI agent readiness
Basic · 0/100
0
AI Adoption
iNone detected · 0/100
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 6.6 out of 10: the engines can find it, but they do not have much to hold on to.
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 visited 2 times in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
5
Clear headings and answer-style content.
Entity Clarity
3
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
5
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
3
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
10
Inbound links from other sites.
Domain Authority
4
Established authority for your domain.
Reference Presence
10
Recognized in AI knowledge graphs.
News & Press
0
No press coverage found yet.
Community
6
Forum and community discussion.
Social Mentions
1
Social discussion and mentions.
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 6.6/10, Today I Learnt — David Winterbottom has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for Today I Learnt — David Winterbottom
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Source & Attribution
Scored by Engagemii on August 1, 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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