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When the Creative Is the Culprit: Using AI to Diagnose and Elevate
Creative Effectiveness Case Study (AI Pilot) - Fixing the Creative Blind Spot
(How AI-powered Labs turned lagging ROI into new value)
The Challenge:
ROI was falling, but media audits revealed no clear cause. Creative was flagged as the likely issue — but how do you fix that at scale across a global organisation? A regional pilot set out to solve the problem by using AI to assess and improve creative effectiveness across thousands of assets, markets, and brands.
The Approach:
We built a data-led framework using AI to score creative across digital assets, rank brand and market performance, and identify low-performing, high-investment campaigns. Targeted Creative Effectiveness Labs brought together media, brand, and creative teams to rapidly improve outputs — with real-time feedback and co-creation.
Key Moves:
• 🤖 AI-powered scoring across thousands of digital assets
• 📊 Benchmarked brand and market performance across the region
• 🎯 Prioritised low-efficiency, high-investment campaigns
• 🧪 Ran Creative Effectiveness Labs with cross-functional teams
• 🧵 Co-developed and tested new optimised assets for rollout
Results That Mattered:
• 📈 +13pp uplift in Creative Effectiveness Scores (from 57 → 70)
• 💰 €60M+ in media efficiency opportunities identified
• 🔁 70%+ of flagged campaigns improved after Labs
• 📘 Playbook now adopted across multiple EMEA markets


