AI Visibility Scorecard
vcirwinter.com · Professional Services
At 2.75/10, Livewell is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are Structured Data, Domain Trust and News Mentions. That is fixable, and the signals below show where to start.
AI engines read this profile 5 times
Claude · Meta AI · Parallel
Top 25% in Professional Services for AI visibility
19
AI Naming Predictability
iRarely named · 19/100
Professional Services average 8
Top 13% of Professional Services
See what's behind this score →2.75
AEO Visibility
iNear-invisible · 2.75/10
Professional Services average 2.3
See what's behind this score →-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Professional Services average 1. Claim your page and Engagemii is your first.
See what's behind this score →20
Muse Index Score
iAI agent readiness
Basic · 20/100
Professional Services average 18
See what's behind this score →0
from our crawl and measurement
"Discover trade secrets to being discovered by one of the Big Four. Names like KPMG, EY, Deloitte, and PwC don't mess around - here's how to impress." That is how Livewell introduces itself. When AI engines look at it, they find little to work with. It scores 2.75 out of 10.
Our crawl found structured data on the page (WebSite, BreadcrumbList, Article) and a readable heading structure. It is missing an llms.txt file and a sitemap.
AI crawlers have read this profile 5 times in our tracking, including ClaudeBot (Anthropic), Meta AI and ShapBot (Parallel).
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Fair
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
Strong
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
-
Not yet measured.
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 read your site and name it in answers. At 2.75/10, Livewell is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
What Is The “Big Four”?
The Big Four is the world’s 4 major players in the professional services industry. These firms provide an extensive range of accounting and auditing services to publicly traded companies as well as large private companies worldwide. They offer services like external audit, taxation services, management and business consultancy, and risk assessment and control. They also provide legal services in the finance industry.
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
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Scored by Engagemii on November 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/vcirwinter
Cite this score: Engagemii (2026). "AEO Score for Livewell." Retrieved from https://engagemii.com/aeo/brands/vcirwinter
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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