The Vikibility™ Score measures 60 signals grouped into 5 dimensions of AI visibility. Each dimension asks a different question about how the AI platforms see your business. This is a plain-English walk through all five — what they are, what they measure, and why each one matters to whether ChatGPT, Perplexity, Claude, and Google AI will recommend you.
Dimension 1: Entity Establishment
The question: Does the AI recognize you as a defined, distinct thing?
Before an AI platform can recommend your business, it has to know your business exists as a specific, categorized entity. This is the foundation layer — if it fails, nothing else matters.
The signals here include your Schema.org structured data (specifically LocalBusiness markup and its subtypes), your Name-Address-Phone consistency across directories and your own site, your category designation, and whether your entity is clearly distinguished from similar-sounding businesses in other markets.
Most small businesses fail Entity Establishment for one of three reasons: no schema markup at all, inconsistent business information across listings, or a business name so generic it gets confused with others. All three are fixable, and the fixes cascade — strong entity establishment makes every other dimension easier.
Dimension 2: Platform Presence
The question: Can the AI actually reach and read your website?
This is the technical infrastructure layer. AI platforms send crawlers (or perform live fetches) to read your website. If those crawlers can't get in, can't render your content, or can't parse what they find, your business is effectively invisible regardless of how good the business actually is.
The signals here include your robots.txt permissions, whether your site renders without JavaScript (many AI crawlers don't execute JS), page load speed, HTTPS, mobile accessibility, and sitemap presence. This dimension also includes your presence on the platforms themselves — Google Business Profile completeness, Bing Places, Apple Business Connect, and the major review sites, because these are all sources AI platforms pull from during live lookup.
Businesses that fail Platform Presence often have beautiful websites built on frameworks that block crawlers from reading the content. The site looks great to humans and is invisible to machines. This is one of the faster dimensions to fix — most issues are one-time technical changes.
Dimension 3: Content Signals
The question: Is your content written in a way an AI can understand and summarize?
AI platforms don't read content the way a customer does. They parse structure, extract meaning, and look for answerable patterns. Content that performs well for AI has specific characteristics: clear service descriptions that explicitly state what you do and where, explicit Q&A structure (because the AI itself is a Q&A machine and mirrors what it sees), specific geographic scope, and plain-English descriptions with minimal marketing fluff.
The most common failure here is content that tries too hard to sound polished and ends up saying nothing specific. "We deliver world-class solutions that exceed expectations" is invisible to an AI. "We service residential HVAC systems in Aurora, Centennial, and Parker, Colorado" is gold. AI platforms reward clarity and specificity because those are the properties of an answerable query.
Dimension 4: Authority Signals
The question: Do credible third parties vouch for you?
AI platforms give weight to what other sources say about you — not because of a PageRank-style algorithm, but because independent corroboration is how trust is established in any information system. If your own site claims you're the best plumber in town but no third party agrees, the AI has to discount the claim. If ten independent sources back it up, the AI can say it with confidence.
The signals here include review volume and consistency across the major platforms (Google, Yelp, Facebook, industry-specific sites), directory listings in reputable general and category-specific directories, press mentions and local news, professional association memberships, and backlink quality from authoritative domains.
Authority Signals is the slowest dimension to move — reviews take time, press takes effort, directory submissions take weeks to propagate. But it compounds. Businesses that invest in authority signals for six months become nearly impossible to dislodge from AI recommendations.
Dimension 5: Competitive Position
The question: Are you distinct from the other businesses in your category and market?
AI platforms prefer answers with specific handles — "the plumber that specializes in old-house repiping" beats "a plumber." This dimension measures how differentiated and specific your positioning is relative to the competitive set.
The signals here include niche or specialty declaration, unique service offerings, target-audience clarity, pricing transparency, and explicit competitive differentiation in your content. Businesses that say "we do everything" have weak competitive position. Businesses that say "we only do [specific thing]" have strong competitive position — even though they seem to be limiting themselves, they become easier to recommend.
This is often the surprising dimension. Business owners assume being specific means losing customers. In AI search, specificity makes you the answer — because the AI is picking exactly one. You want to be the obvious pick for your slice of the category, not a vague option for everyone.
How they interact
The dimensions are not independent. Entity Establishment has to be solid for the other four to register properly. Platform Presence has to work for Content Signals to be read at all. Content Signals amplify Authority Signals because AI platforms use your content to interpret what third parties say about you. Competitive Position requires all four earlier dimensions to be reasonably in place — there's no point being the niche expert if the AI can't find you.
This is why the Avikiva™ AI Visibility Audit doesn't just hand you 60 items to fix. It ranks them by cascade impact — fix this one first, because it unlocks three others. Fix these next, because they compound. The score rises faster when the gaps are closed in the right order.
Where most businesses stand today
Based on the audits we've run so far, the typical small-business starting Vikibility™ Score is in the 35 to 55 range. Entity Establishment and Platform Presence tend to be weakest — most sites have no schema and most businesses have significant NAP inconsistencies across directories. Content Signals scores are all over the map depending on whether someone in the business happens to write clearly. Authority Signals are usually stronger than owners expect (because reviews compound over years) but rarely coordinated. Competitive Position is almost always weak because positioning is hard and most businesses avoid it.
The path from 45 to 85 is usually 60 to 90 days of consistent work. Not glamorous, not magic — just working through the signals in the right order.