New research indicates that most UK businesses are not being effectively interpreted by AI platforms, highlighting a growing gap in visibility as search behaviour evolves.
The founders behind the study spent over a year refining their framework and methodology before introducing their offering to the market.
Rank4AI has officially launched as a UK agency focused on improving visibility within AI-driven search, following an extended period of research into how businesses are represented in AI-generated results.
The launch reflects a broader shift in user behaviour, as AI platforms increasingly replace traditional search methods, with users favouring conversational recommendations over browsing lists of links.
Co-founders Adam Parker and Jimmy Connoley analysed hundreds of UK business websites across multiple industries. Their work explored how platforms including ChatGPT, Claude, Gemini, Perplexity and Google AI interpret, describe and recommend businesses. The findings revealed that more than 80% of companies lacked the essential signals needed for AI platforms to understand their identity, services, or relevance.
“We did not set out to launch an agency. We set out to understand how AI platforms decide which businesses to recommend and which to ignore. What surprised us was not that some businesses were missing from AI answers. It was how few had the foundations in place to appear at all. The signals that AI platforms look for are fundamentally different to the ones businesses have been building for Google. That is the problem Rank4AI exists to solve.” Said Adam Parker, Co-Founder, Rank4AI.
This research resulted in the development of the Rank4AI AI Search Framework, a structured approach built around the Five Signal Model. The model identifies five key layers that influence whether an AI platform will confidently recommend a business: Identity Clarity, Subject Authority, Meaning Architecture, Ecosystem Validation and Signal Consistency.
Parker leads on strategy and framework design, while Connoley manages day-to-day operations. Connoley’s background includes scaling digital businesses across growth strategy, commercial performance and marketing leadership.
According to the founders, UK businesses are not yet adequately prepared for the growing dominance of AI-led discovery.
“This is the biggest shift in how people discover businesses. AI platforms are giving direct answers, not lists of links. Every type of business, from local firms to household names, needs to think about how these systems understand them.” Added Adam.
A different kind of agency
Rank4AI positions itself as a hands-on consultancy rather than a traditional SEO agency or software tool, working directly with client teams to align how their business is interpreted by AI systems. The company says AI visibility cannot be approached in the same way as traditional search optimisation, where rankings can be engineered through keywords and links.
Every engagement begins with a free AI visibility audit. The full AI Search Framework is also available at no cost on the company’s website.
“Too often businesses do not fully understand what their agencies are doing. We explain our logic, our methodology and our reasoning. If we cannot explain why we are doing something, we should not be doing it.” Said Jimmy Connoley, Co-Founder, Rank4AI.
Alongside direct client work, Rank4AI operates an advisory arm working with marketing agencies, enterprise marketing teams, in-house leaders and industry bodies to help them understand and adapt to the shift toward AI-driven search.
Rank4AI expects AI driven discovery to become a primary channel for business visibility over the next 12 to 24 months. The company is now onboarding clients across the UK.
