Videos

📊 Does increasing ad spend always drive growth?

I analyzed marketing performance data and found a clear pattern:

✔ Ad spend increases customer acquisition

❌ But beyond a point, efficiency drops

📈 CPA rises due to audience saturation and lower conversion quality

Key takeaway:

👉 Budget optimization—not budget expansion—is the real growth lever.

The best results came from smarter allocation, not higher spend.

Have you seen diminishing returns in your campaigns?

Slide : https://lnkd.in/gY6yK5GJ

Data : https://lnkd.in/gdQ4zQZ6