AI Visibility Scorecard
Lev's developer blog
levdev.blog · Technology
Borderline visible. AI bots can crawl Lev's developer blog, 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
#1,075,868 of 2,707,329 in Technology for AI visibility
62
AI Naming Predictability
iLikely to be named · 62/100
5
AEO Visibility
iBorderline · 4.9/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About Lev's developer blog
from our crawl and measurement
Lev's developer blog describes itself simply: "Programming and software freedom rants, tips, etc." When AI engines look at it, they find little to work with. It scores 4.9 out of 10.
Under the hood there is a readable heading structure, but the score is capped by what is missing: structured data describing the business, an llms.txt file, a sitemap.
Our monitoring has logged one AI crawler visit here: the engines come, the question is what they find.
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
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
Fair
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
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 4.9/10, Lev's developer blog is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
How “undefined” is undefined behavior?
07/03/2021 levdev 1 comment I was browsing StackOverflow yesterday, and encountered an interesting question.Unfortunately, that question was closed almost immediately, with comments stating: “this is undefined behavior” as if there was no explanation to what was happening.
Security risks or panic mongering?
25/02/2017 levdev 1 comment When you read about IT related security threats and breaches in mainstream media, it usually looks like this: Tech sites and dedicated forums usually do a better job. Last week, a new article by experts from Kaspersky Lab was doing the rounds on tech sites and forums.
Is this your brand?
The exact fixes for Lev's developer blog
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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 July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/levdev-blog
Cite this score: Engagemii (2026). "AEO Score for Lev's developer blog." Retrieved from https://engagemii.com/aeo/brands/levdev-blog
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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