AI Visibility Scorecard
Through the binary
albertgao.com · Technology
Borderline visible. AI bots can crawl Through the binary, 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.
AI engines read this profile 5 times
Claude · Meta AI · ShapBot · Perplexity
#860,028 of 2,705,505 in Technology for AI visibility
2
4
AEO Visibility
iBorderline · 4.2/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
4
AI Adoption
iBasic · 4/100
About Through the binary
from our crawl and measurement
Through the binary is a business whose own site puts it this way: "Albert, with over ten years of IT experience and expertise in full-stack development using JavaScript, Python, and Golang, is now the Lead GenAI developer at Citibank." When AI engines look at it, they find little to work with. It scores 4.2 out of 10.
Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Fair
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
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Fair
Established authority for your domain.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
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 4.2/10, Through the binary is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
How to build a completely decoupled request validation layer with generic in Gin framework?
Posted on 2022-07-22 Edited on 2023-11-18 Disqus: Request validation is the probably the most boring but critical layer of any web framework. Today I will show you how to do it right in gin framework in golang.
How to validate request in Gin with Golang?
Posted on 2022-07-09 Edited on 2023-11-18 Disqus: Golang is an amazing language, and gin is a great backend framework to use. Conceptually, it has no differences than the any backend framework we used in other languages. But its documentation does cause some problems for a accomplish a simple thing like request validation. Here, I will share my findings in terms of how to grab the value and validation in gin.
How to easily setup mongodb for cypress?
Posted on 2021-07-14 Edited on 2023-11-18 Disqus: Tests should be isolated with each other. Today let’s see an easy way to setup and teardown your MongoDB database before each cypress run. The concept should be applicaple to other senario other than cypress, and the code for setup the MongoDB should be able to adapt to other cases as well.
How to debug Typescript in VS Code?
Posted on 2021-06-10 Edited on 2023-11-18 Disqus: Since this waste me a hour. I decided to publish my experience here to save your time.
How to solve [Xcodeproj] Unknown object version?
Posted on 2021-05-15 Edited on 2023-11-18 Disqus: Today I ran into this issue while installing React native 0.64.1. The pod install always threw error: [Xcodeproj] Unknown object version. Even with a basic command react-native init. Let’s see how to solve it.
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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 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/albertgao
Cite this score: Engagemii (2026). "AEO Score for Through the binary." Retrieved from https://engagemii.com/aeo/brands/albertgao
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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