AI Visibility Scorecard
thecodebytes.com · Technology
Borderline visible. AI bots can crawl Grant Darling, 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 3 times
Claude
#945,807 of 2,707,329 in Technology for AI visibility
85
AI Naming Predictability
iLikely to be named · 85/100
5
AEO Visibility
iBorderline · 5/10
35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
0
AI Adoption
iNone detected · 0/100
from our crawl and measurement
thecodebytes is one of the businesses we track in the Technology space. Its AI visibility score is 5.0 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (CollectionPage, BreadcrumbList, WebSite), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic).
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Good
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
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
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
Fair
Forum and community discussion.
Social Mentions
Weak
No social discussion found yet.
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 5/10, Grant Darling is crawlable but under-signaled - fixable, and the signals above are where to start.
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I've curated the best free material that I used when I was learning web development so you will be ready for your first developer role. November 7, 2022 Grant Darling September 8, 2021
How To Become A Rich Millionaire Software Engineer in 2023?
So that's how to become a rich software engineer! find a job that's willing to pay you what you're worth, build additional income streams... July 5, 2023 Grant Darling June 27, 2023
Is this your brand?
The exact fixes for Grant Darling
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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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Scored by Engagemii on August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/thecodebytes
Cite this score: Engagemii (2026). "AEO Score for Grant Darling." Retrieved from https://engagemii.com/aeo/brands/thecodebytes
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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