AI Visibility Scorecard
Finite Utility Consulting
finiteutility.com · Food & Beverage
At 2.1/10, Finite Utility Consulting is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.
AI engines read this profile 10 times
Claude · Apple Intelligence · Meta AI · Amazon Alexa
#848,941 of 1,392,824 in Food & Beverage for AI visibility
0
AI Naming Predictability
iRarely named · 0/100
More likely to be named than 74% of Food & Beverage companies
2
AEO Visibility
iNear-invisible · 2.1/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About Finite Utility Consulting
from our crawl and measurement
"Anyone can give you advice, but not everyone is qualified, or has your interests at heart." That is how finiteutility introduces itself. As far as answer engines are concerned it may as well not exist yet: 2.1 out of 10.
Our crawl found a sitemap. It is missing structured data describing the business, an llms.txt file and a heading structure that lays out what it offers.
AI crawlers have visited 5 times in our tracking, including ClaudeBot (Anthropic) and Applebot (Siri).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Weak
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
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Weak
Sitemaps and entity links AI can follow.
Off-page authority
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.
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 2.1/10, Finite Utility Consulting is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
You are a Market Participant. Everyone is. Do you know your role?
Whether you know it or not we are all participants in a complex, interconnected Energy Market. The ones that thrive are the ones that know how they fit in the system and how to maximize the most out of their position.
Is this your brand?
The exact fixes for Finite Utility Consulting
Which AI engines already crawl you
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Why your brand doesn't show up in ChatGPT answers (and how to fix it)
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Finite Utility Consulting.
Source & Attribution
Scored by Engagemii on August 7, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/finiteutility
Cite this score: Engagemii (2026). "AEO Score for Finite Utility Consulting." Retrieved from https://engagemii.com/aeo/brands/finiteutility
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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