Browsing: AI
TikTok Shop’s AI now decides which creators get subsidized and for how long. Here’s how the retention engine actually works.
NetEase’s genre-based creator incentive model shows brands how to automate rewards by content type instead of flat CPMs.
AI agents are now negotiating B2B media contracts autonomously. Here’s what procurement teams need to know before piloting one.
A practical governance checklist for brands weighing autonomous spend authority for Google Ask Ad Manager and similar agentic media-buying platforms.
Six months of GA4 AI referral data reveals whether ChatGPT and Perplexity traffic actually outconverts organic search, or just looks better on paper.
Salesforce’s master data management push shows why real-time AI campaign execution demands clean, governed data before autonomous agents touch spend.
Why last-click and MMM tools both miss the revenue AI chatbots quietly influence, and what brands should measure instead.
A practical 2026 shortlist for evaluating AI-powered marketing mix modeling tools that blend MTA signals without breaking budgets.
Marketing AI underperforms for two distinct reasons — bad data or weak governance. Here’s how to diagnose which one is sabotaging your stack.
Before granting AI agents write-access to CRM data, brands must verify permissions, data lineage, and rollback controls—or risk irreversible damage.