#24,978 OF 266,598 IN MANUFACTURING & INDUSTRIAL
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AI Visibility Scorecard
Vlad Likhuta
lawless.tech · Manufacturing & Industrial
Somewhat visible. AI bots can read Vlad Likhuta, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Claude
#24,978 of 266,598 in Manufacturing & Industrial for AI visibility
6
AEO Visibility
iBorderline · 5.8/10
40
Muse Index Score
iAI agent readiness
Agent-ready · 40/100
0
AI Adoption
iNone detected · 0/100
About Vlad Likhuta
from our crawl and measurement
Vlad Likhuta describes itself simply: "lawless.tech is a one-stop source of information about the way law impacts innovative technologies, how those technologies affect and find their place in law, and how it all affects us as." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.8 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (Organization, WebSite, WebPage), 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
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
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
Good
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
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
Good
Forum and community discussion.
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 5.8/10, Vlad Likhuta has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
Is Autonomous Car Data Subject to Copyright?
Autonomous vehicles, or self-driving cars, are getting conceptually closer to smart gadgets, rather than mere means of transportation. Such vehicles are equipped with a multitude of sensor arrays, such as LIDARs, conventional radars, cameras, accelerometers, and thermometers.
Is this your brand?
The exact fixes for Vlad Likhuta
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 September 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/lawless-tech
Cite this score: Engagemii (2026). "AEO Score for Vlad Likhuta." Retrieved from https://engagemii.com/aeo/brands/lawless-tech
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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