If you want real AI results, here’s what to fix 🔎
5 Feb 2026 · 1 min

0:39
Eric Siu breaks down what actually works with AI in marketing. Consolidate your CRM, analytics, and campaign data into one platform, run small pilots to measure ROI before scaling, and keep personalization focused on timing and relevant offers, not creepy tracking. Audit your training data for compliance issues first.










