AI Visibility Scorecard
Caleb's web dev blog
igcaleb.hashnode.dev · Technology
AI engines read this profile 3 times
Claude · Apple Intelligence
100
?
AEO Visibility
iNot scored · -/10
35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
0
AI Adoption
iNone detected · 0/100
About Caleb's web dev blog
from our crawl and measurement
"And we can all agree that simple elements like layout, font styles, animations, and colors, among others, are some of...Sep 11, 2022·3 min readCaleb's web dev blog2 posts© 2026 Caleb's web." That is how Caleb's web dev blog introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.9 out of 10.
Our crawl found structured data on the page (Blog) and a sitemap. It is missing an llms.txt file and a heading structure that lays out what it offers.
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
Weak
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
Weak
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
-
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.
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.
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The exact fixes for Caleb's web dev blog
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What is AEO? The beginner's guide to Answer Engine Optimization
ChatGPT answered 200 million questions last month. 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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Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/igcaleb-hashnode-dev
Cite this score: Engagemii (2026). "AEO Score for Caleb's web dev blog." Retrieved from https://engagemii.com/aeo/brands/igcaleb-hashnode-dev
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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