
On the brand and measurement side, your influencer ROI numbers may be lying to you — and not because the creators underperformed. The most persistent problem in creator marketing right now is measurement architecture that's designed to fail before a campaign launches, with attribution frameworks that don't connect creator-driven traffic to actual CRM purchase pathways. Identity resolution and first-party data integration are the fix, but they require buy-in from your data and legal teams before the brief goes out, not after. Meanwhile, AI answer engines are fragmenting the customer journey further, making brand visibility in non-traditional discovery surfaces a new battleground that your paid media planning hasn't fully priced in yet. Retail media is also closing the loop faster than expected, with AI compressing the distance between discovery and purchase in ways that should prompt you to revisit where creator content sits in your funnel.