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AI Visibility Scorecard
Pink Larkin
pinklarkin.com · Legal
Somewhat visible. AI bots can read Pink Larkin, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 3 times
Meta AI · Claude
#8,317 of 354,973 in Legal for AI visibility
6.4
/10
AEO Score
About Pink Larkin
from our crawl and measurement
Pink Larkin, based in Halifax, Nova Scotia, describes itself simply: "Pink Larkin was established in 1989 as a labour law firm, earning a national reputation for union-side representation in Atlantic Canada." Its AI visibility score is 6.4 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (Organization, LegalService, WebSite), an llms.txt file for AI models and a readable heading structure. It is missing a sitemap.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic) and Meta AI.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
7
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
7
Clear headings and answer-style content.
Entity Clarity
8
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
5
Experience, Expertise, Authority, Trust markers.
Technical AEO
9
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
8
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
9
Inbound links from other sites.
Domain Authority
3
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
1
Press and news coverage.
Community
0
No community discussion yet.
Social Mentions
0
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 6.4/10, Pink Larkin has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Pink Larkin
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
The AEO Checklist Every Small Business Owner Needs Right Now
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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Source & Attribution
Scored by Engagemii on August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/pinklarkin
Cite this score: Engagemii (2026). "AEO Score for Pink Larkin." Retrieved from https://engagemii.com/aeo/brands/pinklarkin
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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