▲ 0.7 since Jul 2026
#44,083 OF 387,654 IN LEGAL
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AI Visibility Scorecard
pankolaw.com · Legal
Somewhat visible. AI bots can read Panko Collaborative Law, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 3 times
Meta AI · Claude
#44,083 of 387,654 in Legal for AI visibility
6
AEO Visibility
iBorderline · 5.7/10
35
Muse Index Score
iAI agent readiness
Basic · 35/100
0
AI Adoption
iNone detected · 0/100
from our crawl and measurement
Panko Collaborative Law describes itself simply: "Need a family lawyer in Saskatoon? Panko Collaborative Law guides separation, divorce, and co-parenting, out of court when possible. 4.9★, 270+ reviews." Its AI visibility score is 5.1 out of 10: the engines can find it, but they do not have much to hold on to.
The site does the on-page work well, with structured data on the page (WebPage, ImageObject, BreadcrumbList), an llms.txt file for AI models, a sitemap.
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Strong
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Strong
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
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.
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 5.7/10, Panko Collaborative Law has a working base to build on - fixable, and the signals above are where to start.
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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 July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/pankolaw
Cite this score: Engagemii (2026). "AEO Score for Panko Collaborative Law." Retrieved from https://engagemii.com/aeo/brands/pankolaw
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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