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According to eMarketer (December 2025), AI platforms are expected to account for $20.9 billion in retail spending in 2026, nearly quadrupling 2025's figures.
Christian Gaugeler
According to Click-Vision's 2026 zero-click study, 58.5% of all US Google searches now end without a single click -- and that figure climbs to a staggering 83%...
Soumyadeep Mukherjee
According to Anthropic's January 2026 announcement, the Model Context Protocol ecosystem has reached 97 million monthly SDK downloads and over 10,000+ active pu...
Soumyadeep Mukherjee
The 30-day ranking framework turns GSC seed keywords into AI-citable content using 9 proprietary models. From query fan-out analysis to published pages — a repeatable process with measurable outputs at every stage.
Soumyadeep Mukherjee
ChatGPT now serves 800 million weekly active users, a figure that doubled from 400 million in February 2025 according to DemandSage.
Christian Gaugeler
Google announced it will shut down the Content API for Shopping on August 18, 2026.
Soumyadeep Mukherjee
Policy-first AI feed optimization prioritizes Google Merchant Center compliance and sustainable growth over aggressive performance maximization. This guide covers the 4-layer enrichment system, MC-First architecture, and proven strategies to prevent feed suspensions while improving visibility.
Soumyadeep Mukherjee
With more than 10,000 active public MCP servers now deployed and UCP launching in January 2026, retailers face a critical question: which protocol deserves your...
Soumyadeep Mukherjee
According to the IBM Institute for Business Value (January 2026), 45% of consumers already use AI for at least part of their buying journey.
Soumyadeep Mukherjee
According to Morgan Stanley Research (2025), agentic shoppers could represent $190 billion to $385 billion in U.S. e-commerce spending by 2030.
Ekamoira Research Team![What Is Query Fan-Out? Definition, How It Works in AI Search [2026 Research]](/_next/image?url=https%3A%2F%2Fjpsdnjsdtqxqxhjrigho.supabase.co%2Fstorage%2Fv1%2Fobject%2Fpublic%2Fblog-images%2Fog%2Fquery-fan-out-custom-fanout.png&w=3840&q=75)
A December 2025 study by Surfer SEO analyzing 173,902 URLs across 10,000 keywords found that 68% of pages cited in AI Overviews were NOT in the top 10 organic r...
Ekamoira Research Team
With over 40 YouTube-related MCP servers available in community directories as of January 2026, choosing the right one for your workflow can feel overwhelming.
Christian Gaugeler