AI Visibility Scorecard
LLM litigation
llmlitigation.com · Legal
Borderline visible. AI engines can read LLM litigation, but Structured Data, Domain Trust and News Mentions are weak, so it is at real risk of being skipped when buyers ask ChatGPT, Claude or Perplexity for a recommendation.
AI engines read this profile 15 times
Meta AI · Claude · Parallel · Apple Intelligence
Top 1% in Legal for AI visibility
73
AI Naming Predictability
iNamed occasionally · 73/100
Legal average 8
Top 1% of Legal
See what's behind this score →4.33
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Legal average 2. Claim your page and Engagemii is your first.
See what's behind this score →0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
Legal average 17
See what's behind this score →8
About LLM litigation
from our crawl and measurement
"In November 2022, we teamed up to file a lawsuit challenging GitHub Copilot, an AI coding assistant built on unprecedented open-source software piracy." That is how LLM litigation introduces itself. Its AI visibility score is 4.33 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have read this profile 15 times in our tracking, including Meta AI, ClaudeBot (Anthropic) and ShapBot (Parallel).
- Company ·
- LLM litigation
- Website ·
- llmlitigation.com
- Industry ·
- Legal
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Nov 9, 2026
The 6 on-page signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
Clear headings and answer-style content.
Entity Clarity
Fair
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
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
The 6 off-page signals AI reads
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
-
Not yet measured.
News & Press
Weak
No press coverage found yet.
Community
Fair
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 read your site and name it in answers. At 4.33/10, LLM litigation is borderline: readable but under-signaled. That is fixable, and the signals above are where to start.
How to Get Your Company Named by ChatGPT, Gemini, and Claude
When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
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Source & Attribution
Scored by Engagemii on November 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/llmlitigation
Cite this score: Engagemii (2026). "AEO Score for LLM litigation." Retrieved from https://engagemii.com/aeo/brands/llmlitigation
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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