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AI Visibility Scorecard
jonwinsley.com
jonwinsley.com · Technology
At 2.9/10, jonwinsley.com 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
#2,238,629 of 2,685,338 in Technology for AI visibility
3
AEO Visibility
iNear-invisible · 2.9/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
?
AI Adoption
iNone detected · -/100
About jonwinsley.com
from jonwinsley.com
Field JournalThe observations and experiments of Jon WinsleyCurriculum Vitae•PortfolioSearch blog postsAugust 18, 2026aiBuilding a Software FactoryOne of my priorities for the first iteration of my software factory was to not write my own factory harness.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
6
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
0
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
4
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 2.9/10, jonwinsley.com is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for jonwinsley.com
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 September 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/jonwinsley
Cite this score: Engagemii (2026). "AEO Score for jonwinsley.com." Retrieved from https://engagemii.com/aeo/brands/jonwinsley
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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