AI Visibility Scorecard
robg3d.com · Technology
AI engines read this profile 4 times
Claude · Meta AI
97
AI Naming Predictability
iAI names companies like this often · 97/100
Technology average 28
Top 1% of Technology
See what's behind this score →?
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5
0
0
from our crawl and measurement
Page not found is a business whose own site puts it this way: "RobG3d Blog of Rob Galanakis (@robgalanakis) 404 error!!!." Its AI visibility score is 5.8 out of 10: the engines can find it, but they do not have much to hold on to.
The page falls short on a heading structure that lays out what it offers, the technical files AI engines look for, such as llms.txt or an open robots.txt, sitemaps and entity links AI can follow, structured data describing the business, a clearly stated business identity and credibility markers like credentials or reviews.
Off the page, other sites link to it and people discuss it in places AI engines read. There is some, but not much, sign that the domain is only lightly established. Beyond that, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on and it does not come up on Reddit. None of that can be fixed on the page: it has to be earned.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic).
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
Fair
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
-
Not yet measured.
Domain Authority
-
Not yet measured.
Reference Presence
-
Not yet measured.
News & Press
-
Not yet measured.
Community
-
Not yet measured.
Social Mentions
-
Not yet measured.
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers.
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ChatGPT is now one of the places people start a search. Google's AI Overviews are showing up on millions of searches. Claude is running research for entire teams. The question isn't whether AI will shape how people find information. It already has.
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Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/robg3d
Cite this score: Engagemii (2026). "AEO Score for RobG3d." Retrieved from https://engagemii.com/aeo/brands/robg3d
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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