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AI Visibility Scorecard
wilkinsonllp.com · Legal
Borderline visible. AI bots can crawl Wilkinson Law LLP, 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 5 times
Claude · Meta AI
#314,066 of 360,128 in Legal for AI visibility
3.1
/10
AEO Score
from our crawl and measurement
Wilkinson Law LLP is a Eagles Mere, PA business whose own site puts it this way: "The practice of Wilkinson Law LLP is limited to Natural Resources and Energy Law with an emphasis on title related legal issues." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.1 out of 10.
On the page itself the strengths are clear: a clearly stated business identity. It is passable on basic crawler access and partial sitemap and link coverage. What holds it back is a heading structure that lays out what it offers, structured data describing the business and credibility markers like credentials or reviews.
Off the page there is only faint evidence that only a handful of sites link to it. Beyond that, the domain does not yet read as established, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. Those are earned elsewhere on the web, not fixed on the site itself.
AI crawlers have visited 3 times in our tracking, including ClaudeBot (Anthropic).
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
4
Clear headings and answer-style content.
Entity Clarity
7
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
1
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
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
1
Inbound links from other sites.
Domain Authority
0
Little domain authority yet.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
No social discussion 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 3.1/10, Wilkinson Law LLP is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Wilkinson Law LLP
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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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Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/wilkinsonllp
Cite this score: Engagemii (2026). "AEO Score for Wilkinson Law LLP." Retrieved from https://engagemii.com/aeo/brands/wilkinsonllp
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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