AI is already recommending your competitors. Is it recommending you?

94% of B2B buyers now use AI as part of their purchasing research.

Anyone with a budget can buy AI search data now. The bit you can't buy off a shelf is somebody who knows what it actually means for your business and what to do about it. That's what Known & Cited is for.

You're already using AI — even if you don't think you are

Next time you Google something, look at the top of the page. That box with the summary answer? That's not Google Search. That's Google's AI. It's called an AI Overview, and it's now shown on the majority of searches. It decides which brands to mention — and which to leave out.

And it's not just Google. Millions of business people and consumers are now asking ChatGPT, Perplexity, Microsoft Copilot, Apple Intelligence, and Amazon Alexa for recommendations every day. When someone asks "what's the best [X] near me?" or "which company should I use for [Y]?" — these AI platforms generate an answer. If your business isn't in that answer, you're invisible to a rapidly growing audience.

The shift is already happening:

900 million people use ChatGPT every week. 37% of consumers now start searches with AI instead of Google. And Google itself is replacing traditional search results with AI-generated answers. This isn't coming — it's here.

Here's what's happening

Marriott International

8,800+ properties. 30+ brands. The world's largest hotel company. But when ChatGPT gets asked "best luxury hotel chains" — Marriott often doesn't make the shortlist.

Instead, AI recommends Four Seasons, Ritz-Carlton, and Aman.

Not because they're bigger — because AI doesn't have the right signals for Marriott as a group (even though Ritz-Carlton is a Marriott brand that AI doesn't associate with Marriott). That's what we measure. That's what we help you change.

How AI decides what to recommend

Marriott is a hotel group — but this problem isn't limited to hospitality. It affects every sector: law firms, SaaS platforms, retailers, agencies, financial services, healthcare providers. When someone asks ChatGPT "what's the best [X] in [Y]?", the AI draws from multiple sources: training data, web content, reviews, directories, and structured data. If your business isn't visible in those places, you're invisible to AI. This isn't SEO. It's a different game entirely.

Most businesses assume Google rankings and customer reviews are enough. They're not. AI models see the web differently than search engines — they look for authority signals, citation patterns, and consistency across sources. A business can rank well on Google and still be absent from AI recommendations.

That's where measurement comes in. You can't influence what you don't understand. We measure exactly how AI is seeing your business right now. Then we help you change it.

This affects every business globally

AI answers are becoming the new Google results. Every sector is affected — from hospitality to technology, financial services to healthcare, and beyond.

Hospitality & Travel

We asked ChatGPT to recommend luxury hotel chains. The world's largest hotel company wasn't in the answer.

Financial Services

AI recommended 4 wealth management firms for high-net-worth clients. The firm managing £50bn+ in assets wasn't mentioned.

SaaS & Technology

Perplexity listed 5 project management tools for enterprise teams. The platform with 200,000+ enterprise customers was absent.

Professional Services

Google AIO suggested 3 management consultancies for digital transformation. A Big Four firm wasn't in the shortlist.

Retail & E-Commerce

ChatGPT recommended sustainable fashion brands. A market leader with 15 years of sustainability credentials was invisible.

Healthcare & Education

AI platforms recommend treatment options and course providers. Credibility and visibility determine who gets discovered.

900M+

people use ChatGPT every week

OpenAI, Dec 2025

37%

of consumers now start searches with AI, not Google

Conductor, 2025

69%

of Google searches end without a click

Similarweb, 2024

We measure this. Properly.

Our AI Visibility Strategy tells you exactly where your business stands in AI.

We run structured research waves across ChatGPT, Google AI and Perplexity — in your sector, your language, your market. Then we score your business 0–100 using our 12-pillar methodology. You get a clear picture of what AI is saying about you, where the gaps are, and a strategy to do something about it.

0–20
Ghost
Effectively invisible in AI answers
21–40
Visible
Surfacing, but inconsistently
41–60
Emerging
Real signal, real momentum
61–100
Cited
AI engines name you as a category answer
Known and Cited — the K&C standard
Not a fifth band. The honorary status we award to brands that sustain a Cited-band composite of 90+, with 25%+ Tier 1/Tier 2 citation share and 75+ on Narrative Fit and Visibility, across at least two consecutive full measurement cycles.
See our full methodology → Report examples →
What we are

AI-led PR. Strategy, measurement, and PR delivery in one team.

If you're after media coverage, content, great copywriting — all strategically driven by AI — come to us.

We're not an overpriced creative agency. We're not a dashboard tool. We're a small specialist team that measures how AI talks about your business (AVS), builds the strategy off that data, and delivers the media relations, content, and copywriting that close the citation gaps. Tactical, AI-driven, focused on outcomes you can measure — and the AI search positioning work delivers top-tier media coverage as a by-product.

Measure
AVS audit. The data behind the strategy.
Plan
Top 12 prioritised recommendations. Site-direct + off-site.
Deliver
Media relations, content, copywriting — done by us, drawn from a network built over years in PR.
More on AI-led PR → See the AVS measurement product

Our five-step process

Focus

People

We start with a conversation. Where do you want to be seen? What should AI say about you? What's your competitive position?

Measure

Tech

Our AI Visibility Strategy tells you exactly where you stand across ChatGPT, Google AI and Perplexity — in your sector, language, and market. Structured research waves.

Plan

People + Tech

We propose a strategy. AI recommends, our specialists tailor it to your business, your brand, and your goals. Then you decide.

Deliver

People

Clear costs. You pick the service level. Execute the plan — we can do it, or we brief your team. You're in control.

Repeat

People

AI platforms change constantly. Re-measurement every 3–12 months shows what's actually moved. Evidence-led decisions. Honestly reported.

FREE

Find out for free

Book an AVS Exec Brief — a real one-day measurement of how ChatGPT, Google AI and Perplexity talk about your business right now. Same methodology as the full AVS — not a sample. Delivered manually. Free of charge but real time commitment: a 30-minute discovery call upfront and a 30-minute run-through when we deliver.

Book your AVS Exec Brief →

No sales call required. Just honest data about your business.

Talk to us about your AI visibility

Whether you're just discovering this or you've been thinking about it for months — we'd love to help.

Get in touch →

Services for businesses of all sizes

From a AVS Exec Brief to quarterly international programmes — we have a cadence that fits your business and budget. Every engagement is bespoke and scoped to your business. Clear scope, not lock-ins.

See services & pricing →