LLM Market Share Analysis 2026: The Shift from Revenue to Share of Model
By 2026, traditional revenue metrics will become secondary to a single, more volatile number: your brand’s Share of Model. You’ve likely felt the…
Insights on AI, brand monitoring, and digital reputation management
By 2026, traditional revenue metrics will become secondary to a single, more volatile number: your brand’s Share of Model. You’ve likely felt the…
By the start of 2026, over 65% of enterprise-level decisions in Saudi Arabia will rely on real-time data streams rather than traditional quarterly…
By December 2026, 60% of high-intent shoppers in Riyadh and Jeddah will bypass traditional search bars to ask LLMs for direct product advice. If your…
Did you know that 40% of Saudi consumers now use generative AI tools to research high-value purchases rather than scrolling through standard Google…
By January 2026, your brand’s survival in Riyadh won’t depend on Google’s top spot, but on whether ChatGPT recommends you to a high-intent buyer….
What if your biggest competitor is being recommended by ChatGPT to 45% of Riyadh’s tech-savvy consumers while your brand remains a digital ghost?…
Did you know that 60% of digital consumer journeys in Saudi Arabia are expected to start and end within an AI interface by 2026? You’ve likely…
Your GA4 dashboard is currently lying to you about where your next 85,000 SAR in revenue is actually coming from. As of January 2026, data shows that…
By June 2025, over 68% of high-intent digital searches in Riyadh and Jeddah shifted from traditional Google results to conversational AI summaries….
What if the search ranking you spent 75,000 SAR to achieve in 2024 is completely ignored by the AI tools your customers actually use? You already…