Customers discover, compare, and pre-select solutions through AI systems, search environments, reputation signals, and market narratives long before traditional channels influence the sale. Most companies still optimise media spend, funnels, and conversion rates. Few optimise how they are interpreted before demand is created. That gap will define the next generation of market leaders.
Markets rarely announce these shifts clearly. They appear later in margins, missed forecasts, slower growth, and lost momentum.
We measure and improve three drivers across human and AI decision systems:
How often your company is surfaced and preferred in critical buying moments
How strongly demand forms without paid stimulation
How effectively growth investment converts into profitable revenue
What gets measured improves. What gets aligned compounds.
Sustainable EBITDA Growth & Market Innovation

Chief Growth Strategist
& Co-CEO
(Growth Systems, Performance Economics)

Chief Commercial Strategist
& Co-CEO
(Commercial Strategy, Client Mandates)
Our executive diagnostic reveals where positioning, visibility, recommendation share, and demand systems are suppressing growth.










Growth problems rarely come from one channel. They come from misalignment between positioning, perception, demand systems, economics, and execution.
Most firms optimise parts. We fix the system.
Build preference earlier. Lower acquisition friction. Grow with more control.
Unilever's AI-driven visibility soars 20% since June 25, boosting global commerce.
Unilever's AI-driven visibility soars 20% since June 25, boosting global commerce.
Unilever's AI-driven visibility soars 20% since June 25, boosting global commerce.
Unilever's AI-driven visibility soars 20% since June 25, boosting global commerce.
We observe increasing recommendation volatility across B2B SaaS categories.
Multiple audited consumer brands show inconsistent AI category association across environments.
AI systems increasingly prioritize source authority over paid visibility signals.
Category leadership is becoming more dependent on retrieval consistency than brand spend.
Early demand formation is shifting toward AI-mediated discovery across industries.
In the 1960s, marketers learned to measure Share of Voice. Pioneers such as David Ogilvy and Rosser Reeves helped establish an era where competitive advantage was built through reach, awareness, and media presence.
In the 1980s, researchers and practitioners began connecting it to Share of Market. The work of John Philip Jones and others demonstrated that brands that maintained a greater share of voice than their market share often achieved sustained growth.
In the 2000s, digital marketers learned to measure Share of Search. Consumer intent became visible through search behavior, creating a new signal for future demand and market momentum.
In 2026, companies must measure Agentic Share of Voice (ASOV™). Because increasingly, decisions are shaped not only by people, but by the systems that inform them.
What's happening in the market right now.
How your brand is interpreted by AI systems.
Where interpretation is inconsistent or missing.
The impact on demand and preference formation.
See how your brand compares.
Global industries
Enterprise brands
AI platforms & sources
The new buying journey
AI systems pre-filter vendors based on relevance, reputation and trust signals.
AI interprets, summarizes and compares your company across multiple data sources.
Trust and authority signals are aggregated to form preference and recommendation.
Buyers evaluate a short-list already shaped by systems and recommendations.
The preferred solution is chosen and the purchase is made.
Most companies are invisible in the moments that shape demand. Find out where you stand.