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AI Visibility Scorecard
githubcopilotlitigation.com · Legal
Somewhat visible. AI bots can read GitHub Copilot litigation · Joseph Saveri Law Firm & Matthew Butterick, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 5 times
Claude · ChatGPT · Meta AI
#5,655 of 332,074 in Legal for AI visibility
6.5
/10
AEO Score
from our crawl and measurement
GitHub Copilot litigation · Joseph Saveri Law Firm & Matthew Butterick describes itself simply: "We are challenging the legality of GitHub Copilot (and a related product, OpenAI Codex, which powers Copilot)." Its AI visibility score is 6.5 out of 10: the engines can find it, but they do not have much to hold on to.
On its own pages the site does well on a clear heading structure. It is passable on basic crawler access and partial sitemap and link coverage. What holds it back is a clearly stated business identity, structured data describing the business and credibility markers like credentials or reviews.
Off the page, other sites link to it, the domain reads as established and people discuss it in places AI engines read. Beyond that, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on and it does not come up on Reddit. None of that can be fixed on the page: it has to be earned.
AI crawlers have visited 4 times in our tracking, including GPTBot (ChatGPT), Meta AI and ClaudeBot (Anthropic). The site links to no social profiles, so there is nothing tying the brand to a wider presence.
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
7
Clear headings and answer-style content.
Entity Clarity
4
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
2
Experience, Expertise, Authority, Trust markers.
Technical AEO
5
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
5
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
10
Inbound links from other sites.
Domain Trust
5
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
8
Forum and community discussion.
0
No Reddit mentions 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 6.5/10, GitHub Copilot litigation · Joseph Saveri Law Firm & Matthew Butterick has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for GitHub Copilot litigation · Joseph Saveri Law Firm & Matthew Butterick
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/githubcopilotlitigation
Cite this score: Engagemii (2026). "AEO Score for GitHub Copilot litigation · Joseph Saveri Law Firm & Matthew Butterick." Retrieved from https://engagemii.com/aeo/brands/githubcopilotlitigation
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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