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AI Visibility Scorecard
codesworkshop
codesworkshop.gumroad.com · Technology
Somewhat visible. AI bots can read codesworkshop, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 3 times
ChatGPT · Claude
#40,061 of 2,808,083 in Technology for AI visibility
6.9
/10
AEO Score
About codesworkshop
from our crawl and measurement
codesworkshop describes itself simply: "I love to creating new productivity things with the help of tech, eg: Notion, Airtable, programming, email marketing integration." When AI engines look at it, they find little to work with. It scores 3.0 out of 10.
The gap is on the page itself: the site is missing structured data describing the business, an llms.txt file, a sitemap, which are the first things an answer engine looks for.
Our monitoring has logged one AI crawler visit here: the engines come, the question is what they find.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
0
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
2
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
10
Inbound links from other sites.
Domain Trust
6
Established authority for your domain.
Entity Presence
10
Recognized in AI knowledge graphs.
News Mentions
7
Press and news coverage.
Community
8
Forum and community discussion.
9
Reddit mentions and discussion.
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 6.9/10, codesworkshop has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for codesworkshop
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Tech Shoppers Do More Research Than Anyone. Are You There When They're Looking?
Tech buyers are the most research-intensive shoppers on the internet.
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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/codesworkshop-gumroad
Cite this score: Engagemii (2026). "AEO Score for codesworkshop." Retrieved from https://engagemii.com/aeo/brands/codesworkshop-gumroad
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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