AI Visibility Scorecard
Sarrett.dev Main Portfolio
sarrett.dev · Technology
Borderline visible. AI bots can crawl Sarrett.dev Main Portfolio, 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 2 times
Claude
#2,120,373 of 2,707,329 in Technology for AI visibility
42
AI Naming Predictability
iSometimes named · 42/100
4
AEO Visibility
iNear-invisible · 3.5/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About Sarrett.dev Main Portfolio
from our crawl and measurement
Sarrett.dev Main Portfolio describes itself simply: "I'm a Senior Software Developer and DevSecOps team lead with over 6 years of experience." When AI engines look at it, they find little to work with. It scores 3.5 out of 10.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
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
Good
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
Fair
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.
Off-page authority
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
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 3.5/10, Sarrett.dev Main Portfolio is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Why does Geal do programming?
I love learning things and solving problems. My aptitude for spatial reasoning is my super power and I want to use it to help people. I've found that software engineering is a great way to unite my talents, experience, and passion.
How does Geal work?
With FOSS I am a FOSS power user and advocate; I believe that its underlying principles are the most ethical and effecient way to distribute software.
Where did Geal learn?
I am always engaged in active self learning. Whether that is finding tutorials or building my own custom projects there is always something new to learn.
When is Geal finished?
Never! Hahaha. My journey is far from over and I’m always looking to expand and deepen my knowledge. New things I'm actively working on learning include, Computer Vision, AI, VR/AR, 3D Simulations through game engines, and the Japanese language. I'm going to keep using this website to post my own personal projects, and hopefully collaborate with other enthusiastic developers in the near future. 🌓
Is this your brand?
The exact fixes for Sarrett.dev Main Portfolio
Which AI engines already crawl you
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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 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/sarrett-dev
Cite this score: Engagemii (2026). "AEO Score for Sarrett.dev Main Portfolio." Retrieved from https://engagemii.com/aeo/brands/sarrett-dev
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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