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AI Visibility Scorecard
Data Shenanigans with Steven Wroblewski | Syphon5
syphon5.com · Technology
Borderline visible. AI bots can crawl Data Shenanigans with Steven Wroblewski | Syphon5, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
Monitoring for AI engine activity
In the Engagemii AEO index
#2,221,009 of 2,637,824 in Technology for AI visibility
3.2
/10
AEO Score
About Data Shenanigans with Steven Wroblewski | Syphon5
from our crawl and measurement
Data Shenanigans with Steven Wroblewski describes itself simply: "Data analysis projects by Steven Wroblewski. Go on and read about my random analysis and other fine goods." To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 2.9 out of 10.
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.
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
5
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
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
5
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 3.2/10, Data Shenanigans with Steven Wroblewski | Syphon5 is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Data Shenanigans with Steven Wroblewski | Syphon5
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
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Source & Attribution
Scored by Engagemii on August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/syphon5
Cite this score: Engagemii (2026). "AEO Score for Data Shenanigans with Steven Wroblewski | Syphon5." Retrieved from https://engagemii.com/aeo/brands/syphon5
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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