AI Recommendation Infrastructure
The intelligencelayer behindAI Recommendations.
Understand how AI assistants discover, evaluate, and recommend businesses like yours. Then strengthen the signals that earn their recommendation.
Built on one of the first datasets mapping how AI assistants recommend businesses across industries.
Based on verified credentials, reviews, and service coverage, I'd recommend:
Smith & Summer Family Lawyers
Accredited family law specialists. Property settlement and high-net-worth divorce. 94 verified reviews. Sydney CBD.
The Shift
AI is answering your customers' questions right now.
ChatGPT. Claude. Gemini. Perplexity. When someone asks which physiotherapist to book, which accountant to hire, which brand to buy, or which supplier to shortlist, AI gives them an answer. It does not direct them to Google. It gives them a name.
The question is whether that answer includes you.
For most businesses, it does not. Not because they are not good enough. Because they are not structured for AI recommendation. That is the gap we close.
THE AI RECOMMENDATION GAP
The distance between being found and being recommended.
Most businesses rank in search. Very few are recommended by AI. The gap between those two things is the most important metric in business discovery right now.
TRADITIONAL SEARCH
You rank.
Google surfaces your page in a list. The buyer chooses. You compete for the click.
Years of SEO investment
THE GAP
The Recommendation Gap
The measurable distance between how well-known a business is to human searchers and how confidently AI assistants recommend it.
AI See You measures and closes thisAI RECOMMENDATION
You get recommended.
An AI assistant is asked who to hire, what to buy, or which supplier to choose. Your name is in the answer. The buyer acts.
The outcome that matters
TRADITIONAL SEARCH
You rank.
Google surfaces your page in a list. The buyer chooses. You compete for the click.
Years of SEO investment
THE GAP
The Recommendation Gap
The measurable distance between how well-known a business is to human searchers and how confidently AI assistants recommend it.
AI See You measures and closes thisAI RECOMMENDATION
You get recommended.
An AI assistant is asked who to hire, what to buy, or which supplier to choose. Your name is in the answer. The buyer acts.
The outcome that matters
Most businesses have invested years in search optimisation.
Almost none have invested in recommendation infrastructure.
AI See You measures and closes the Recommendation Gap.
Book a Call to discuss your Recommendation GapFOR PRODUCT BRANDS
Shopify is the checkout. We are the showroom.
Your Shopify store sells. Our AI Knowledge Centre is what AI reads when it decides which brands to recommend. The buyer hears your name from AI, lands at your Shopify store, buys. We sit above, not in front.
Automatic product sync
Every product, every variant, every update flows from Shopify into your AI Knowledge Centre. Zero manual data entry.
Always up to date
When you add a product or change pricing, the recommendation layer updates within minutes. AI never sees stale data.
Live with AI in days, not weeks
New Shopify clients can have a structured AI Knowledge Centre live and indexed by AI systems in days. Then we start moving your Recommendation Score.
Shopify powers over 4.8 million stores globally. We are integrated where commerce lives.
How AI Decides
What AI is looking for before it recommends anyone.
Understanding this is the foundation of everything we build.
When an AI assistant is asked to recommend a business, it evaluates several things simultaneously. Does this business have clear, structured content that answers the question? Does the business have evidence - reviews, credentials, case studies - that supports a confident recommendation? Is the business information consistent across the sources AI references? Is the content structured in a way AI can read, parse, and cite? If any of these conditions are not met, the recommendation goes to someone else.
01 Structured Knowledge
AI needs well-organised content that directly answers buyer questions. Most business websites are built for humans browsing, not for AI evaluating.
02 Consistent Authority
AI cross-references multiple sources. Inconsistent business information across directories and platforms creates uncertainty that costs you the recommendation.
03 Verifiable Proof
Reviews, credentials, case studies, and certifications are not just trust signals for humans. They are the evidence layer AI requires before recommending with confidence.
04 Technical Readiness
AI crawlers read your digital presence differently from search engines. Structured data, schema markup, and page architecture determine whether AI can parse what you offer.
The Metric
Your Recommendation Score
A single number that tells you how likely AI is to recommend you when a buyer asks.
Recommendation Score
Updated weekly across 4 AI platforms
The Recommendation Score is built from four signal layers. Each one maps to a concrete action. Each action moves the number. Every week, we run your business through the same queries your buyers are asking across ChatGPT, Claude, Gemini, and Perplexity. The score updates. You see the movement.
Knowledge Centre Health
Does your AI Knowledge Centre contain the structured content AI needs to evaluate and recommend you?
Directory Consistency
Is your business information consistent, complete, and indexed across the directories AI references?
Proof Layer
Do you have the reviews, credentials, and evidence AI requires to recommend you with confidence?
Technical Readiness
Is your digital infrastructure structured so AI crawlers can read, parse, and cite your content?
PROOF, REFERENCE BRAND
The Aussie Man, 18% to 34% in three weeks. Same questions, same four AI platforms, independently verified.
The Aussie Man is an Australian DTC men's skincare brand founded by AI See You's founder, used as the reference build for the platform methodology.
The Product
Your AI Knowledge Centre
Hosted at knowledge.yourbusiness.com. No rebuild. No migration. Built to earn the recommendation.
Deployed at your subdomain
knowledge.yourbusiness.com. Runs alongside your existing website with no disruption. A structured intelligence layer that AI systems can find, read, and cite.
Structured for AI citation
Schema, FAQ architecture, comparison pages, evidence layer. Built for how AI reads and evaluates information. Every page answers a question a buyer is asking right now.
Infrastructure, not content
Not a blog. Not social media. An authoritative structured knowledge layer that AI systems reference when deciding who to recommend. It compounds in value over time.
CLIENTS ON THE PLATFORM
Petz Park
Australian pet supplements. Live on the platform in AU, UK, USA.
The Aussie Man
Australian men's skincare. Reference brand for the platform methodology.
Chief Nutrition
Australian sports nutrition. Live on the platform.
Working with a challenger brand in another category? Book a Call.
Who We Serve
Built for every kind of business.
One platform. Three infrastructure types. One outcome.
Service Businesses
Physiotherapists, accountants, law firms, florists, financial planners, and trades. If a customer asks AI who to hire in your category, we make sure they hear your name.
See how it works →Product Brands
DTC brands, ecommerce, consumer goods. We structure your product information for AI citation at the exact moment a buyer is deciding what to buy. Sits above your Shopify store, not in front.
See how it works →Enterprise
Larger service businesses and product brands operating across multiple markets, plus B2B vendors competing on procurement and tender shortlists. Multi-market AI Knowledge Centre with per-market localised content and dedicated reporting.
See pricing →The Process
Three steps. One outcome.
Getting recommended.
Measure
We run your business through the same AI queries your buyers are asking. You get a Recommendation Score and a full gap analysis. You see exactly where you are losing recommendations and why.
Build
We build your AI Knowledge Centre at knowledge.yourbusiness.com. Structured content, schema, proof layer, FAQ architecture. Everything AI needs to evaluate and recommend you with confidence.
Track
Weekly automated testing across ChatGPT, Claude, Gemini, and Perplexity. Your Recommendation Score updates every week. You know when it is moving and why.
Industries
Industries where AI now drives the recommendation.
Wherever buyers ask AI for a recommendation, AI See You builds the infrastructure that earns it.
Professional Services
- Accountants
- Lawyers
- Financial planners
- Mortgage brokers
- Consultants
- Accountants
- Lawyers
- Financial planners
Health and Medical
- Physiotherapists
- Dentists
- Chiropractors
- Allied health practitioners
- Cosmetic clinics
- Physiotherapists
- Dentists
- Chiropractors
Home and Local Services
- Builders
- Electricians
- Plumbers
- Landscapers
- Cleaners
- Builders
- Electricians
- Plumbers
Product Brands
- Ecommerce brands
- Consumer products
- Lifestyle brands
- DTC skincare and wellness
- Ecommerce brands
- Consumer products
- Lifestyle brands
Enterprise
- SaaS companies
- Manufacturing suppliers
- Logistics providers
- Professional services firms
- SaaS companies
- Manufacturing suppliers
- Logistics providers
New industry categories are added as our research network expands. If your industry is not listed, get in touch.
hello@ai-seeyou.comRESEARCH
Two recommendation indexes. One research program.
AI See You publishes the Service Recommendation Index and the Product Recommendation Index. We run real buyer questions across ChatGPT, Claude, Gemini, and Perplexity every week. We track who gets recommended, who does not, and which signals are doing the work.
Service Recommendation Index
Tracks how AI assistants recommend service businesses across cities and industries. Accountants, lawyers, physiotherapists, trades, allied health.
Explore the Service Recommendation Index →Product Recommendation Index
Tracks how AI assistants recommend challenger product brands across categories and sub-categories. Pet supplements, skincare, sports nutrition, home goods.
Explore the Product Recommendation Index →Optimised across the AI platforms your customers use
Platform Coverage
AI Platforms We Monitor
Recommendation tracking runs continuously across the major AI assistants customers use for discovery today.
PRICING
Subscriptions from $1,500 per month.
Three tiers. Month to month. No setup fees. Month 1 setup is included in your subscription. All prices AUD inclusive of GST.
Standard
$1,500/month
1 market, up to 15 products or 3 core services.
Pro
$2,500/month
1 market, up to 30 products or 5 core services.
Enterprise
From $5,000/month
Multi-market portfolios for larger service businesses and product brands operating internationally.
ABOUT AI SEE YOU
Built by someone who watched search become recommendation.
AI See You was founded by David Willey, after 20 years building brand marketing programmes for Red Bull, Apple, Spotify, and Samsung. The reference brand is The Aussie Man, the men's skincare business he founded in 2018 and still operates. The platform was built first to solve his own AI recommendation problem. Now it solves it for other challenger brands.
Sydney, Australia. Operating in AU, UK, USA.
Frequently Asked Questions
AI recommendation infrastructure is the technical and content layer that helps AI assistants like ChatGPT, Claude, Gemini, and Perplexity confidently recommend your business when buyers ask. It includes a structured AI Knowledge Centre deployed on your domain, optimised content architecture, schema markup, and a proof layer of evidence and credentials. Unlike SEO, which optimises for search engine ranking, AI recommendation infrastructure is built specifically for how AI systems evaluate and select businesses to recommend.
Most businesses are not structured for AI recommendation. AI assistants evaluate businesses based on structured authoritative content, consistent business information across sources, a verifiable proof layer including reviews and credentials, and technical readiness for AI crawler access. If any of these are missing or weak, the recommendation goes to a competitor who has them. This gap is what we call the Recommendation Gap.
The Recommendation Gap is the measurable distance between how well-known a business is to human searchers and how confidently AI assistants recommend it. A business can have a strong Google presence and a significant Recommendation Gap. Most businesses have invested years in search optimisation and almost nothing in recommendation infrastructure. As AI assistants become the primary way buyers discover businesses, the Recommendation Gap is the most important metric a business can track.
The Recommendation Score is a single number from 0 to 100 that measures how likely AI assistants are to recommend your business when a buyer asks. It is calculated from four signal layers: Knowledge Centre Health, Directory Consistency, Proof Layer, and Technical Readiness. The score updates weekly based on automated testing across ChatGPT, Claude, Gemini, and Perplexity.
An AI Knowledge Centre is a structured content layer deployed at knowledge.yourbusiness.com alongside your existing website. It contains the expert-voice content, service pages, FAQ architecture, comparison content, and evidence layer that AI systems need to evaluate and recommend your business with confidence. It does not replace your website. It runs alongside it as a permanent infrastructure asset.
SEO optimises for search engine ranking. AI recommendation infrastructure is built for how AI systems evaluate and select businesses to recommend. Google ranks pages. AI selects businesses it can confidently recommend. The signals that earn an AI recommendation are different from the signals that earn a Google ranking.
AI See You tracks ChatGPT, Claude, Gemini, and Perplexity. Coverage expands as additional platforms grow in buyer adoption.
AI Knowledge Centres are typically live within 10 business days of onboarding. Meaningful improvement in recommendation frequency typically develops over 30 to 90 days as AI systems build confidence in the structured content and evidence layer.
Subscriptions start at $1,500 per month for Standard (1 market, up to 15 products or 3 core services), with Pro at $2,500 per month (1 market, up to 30 products or 5 core services), and Enterprise from $5,000 per month (multi-market portfolios for larger service businesses and product brands operating internationally). No setup fees on any tier. Month 1 setup is included. Cancel anytime. Full breakdown at /pricing.
Find out how recommendable you are.
Book a 15-minute call. We will run your baseline Recommendation Score across ChatGPT, Claude, Gemini, and Perplexity, then walk you through the gap and what to do about it.
Or email hello@ai-seeyou.com.