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Articles and product updates
When Shopping Agents Start Understanding Products: Content Marketing Moves Beyond Social Media Assets
Vercel Shop and Shopify bring machine-readable product information, structured discovery, and shopping tools into the storefront template. The signal is clear: content marketing now serves people, search engines, and AI agents at the same time.
Logos and Subtitles Shouldn’t Rely Only on Generative Models: Five Controllable Video Production Routes
VTR-Bench shows that text fidelity in current video models remains unstable. Logos, subtitles, prices, and product interfaces should be handled by render, capture, and compositing pipelines that can be verified. This article compares five routes and their limits.
Multi-Agent Reliability Is a Context Handoff Problem
From the Cognition–Anthropic multi-agent debate to the MAST failure study and Google's ADK, the field has converged: whether to split matters less than how context is handed over once you do. Three common failures, with real cases and fixes from Feimore.
An Auditable Content Growth Workflow for Brands Going Global
Fast content is not enough if you can't say why you made it. A marketer's week, four kinds of AI tools compared, three ways of working with AI, and the technical problems behind an auditable workflow.
The Real Bottleneck in Global Content Marketing Is Learning Speed, Not Capacity
Creative drives nearly half of ad-driven sales, and 76% of shoppers prefer to buy in their own language. Winning abroad is less about volume and more about how many hypotheses you test each week.
