AI Visibility Scorecard
The LiRo Group
liro.com · Healthcare
Somewhat visible. AI bots can read The LiRo Group, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 10 times
Claude · ChatGPT · Apple Intelligence · Meta AI
#47,889 of 923,557 in Healthcare for AI visibility
6
AEO Visibility
iVisible · 6.1/10
30
Muse Index Score
iAI agent readiness
Agent-ready · 30/100
0
AI Adoption
iNone detected · 0/100
About The LiRo Group
from our crawl and measurement
LiRo is a business whose own site puts it this way: "LiRo-Hill is a architecture, engineering and construction firm with projects for a variety of public & private sectors in the Northeast & West Coast." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.1 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (WebPage, BreadcrumbList, WebSite) and a readable heading structure. It is missing an llms.txt file and a sitemap.
AI crawlers have visited 4 times in our tracking, including ClaudeBot (Anthropic) and GPTBot (ChatGPT).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Good
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
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
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.
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 6.1/10, The LiRo Group has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for The LiRo Group
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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 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/liro
Cite this score: Engagemii (2026). "AEO Score for The LiRo Group." Retrieved from https://engagemii.com/aeo/brands/liro
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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