AI Visibility Scorecard
buildit
builditcode.com · Education
Borderline visible. AI bots can crawl buildit, 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 1 times
Claude
#670,570 of 937,395 in Education for AI visibility
53
AI Naming Predictability
iSometimes named · 53/100
4
AEO Visibility
iBorderline · 4.1/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
8
AI Adoption
iBasic · 8/100
About buildit
from our crawl and measurement
buildit describes itself simply: "buildit is a top-down engineering education platform that forces you to prove you understood the code an AI agent wrote." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.1 out of 10.
Our crawl found structured data on the page (WebSite), a sitemap and a readable heading structure. It is missing 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
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
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
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 4.1/10, buildit is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
The AI did it all?
Then explain it.builditcode.com/courses/arduino/drone-basics
This screen looks familiar, right?
It's the exact diff your AI agent proposed. The only difference: you explain it before you approve it.builditcode.com/courses/arduino/drone-basics
Why go this far?
AI agents will write more and more of your code over time. That makes the ability to read and verify it more valuable, not less. buildit doesn't teach you how to write code — it teaches you how to work with AI without losing control of it.
Is this your brand?
The exact fixes for buildit
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits 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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for buildit.
Source & Attribution
Scored by Engagemii on October 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/builditcode
Cite this score: Engagemii (2026). "AEO Score for buildit." Retrieved from https://engagemii.com/aeo/brands/builditcode
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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