About

Built on confirmed diagnostics — not theory.

What Markets Leaders is Markets Leaders is a specialist AI representation practice. We do one thing: we find out exactly what AI says about your business, confirm whether it is correct, quantify what it is costing you, and fix it.   We are not an SEO agency. We are not a PR firm. We do not manage social media or run advertising. We are a diagnostic and remediation practice focused exclusively on AI representation accuracy.  

The ARADP programme ARADP — AI Revenue Architecture Defence Programme — is the diagnostic methodology at the core of everything we do. It has been developed across many enterprise client diagnostics in many markets. The programme is built on many confirmed distortion patterns — identified from real client diagnostics, not theoretical modelling, diagnostic classes — covering every dimension of AI brand representation, proprietary DRS (Distortion Risk Score) — quantifying risk by product, platform, and market remediation framework — A five-pathway revenue loss model — quantifying what distortions cost in real terms

Background

Serge Vukadinovic has 12+ years of experience in e-commerce, with a focus on how digital channels influence consumer decision-making at scale. The observation that AI was becoming a primary research and discovery channel — and that most brands had no visibility into how AI represented them — led directly to the development of ARADP.

The first diagnostic was run in 2025. By the time the pattern taxonomy reached hundreds of confirmed entries, many enterprise clients had been diagnosed across financial services, travel, retail, and e-commerce — with revenue at risk findings ranging from AUD $1M to AUD $11M per client annually.

Why this matters now

AI is not a future channel. It is a current one. AI Platforms are already influencing purchasing decisions across every consumer category. The brands that understand and address their AI representation in 2025 and 2026 will have a structural advantage over competitors who act later.

The major consulting firms are building AI representation practices now. Their version of this service will arrive in 18–24 months at five times the price. The window to act at current prices — and to build the internal capability to maintain your AI representation independently — is open now.

Markets Leaders works with a limited number of clients at any one time to ensure diagnostic quality. If you are considering an engagement, the best first step is to run the free 60-second scan on your business — it will tell you whether you have an AI representation problem worth investigating.   Run a free scan → [link to tool]