growth hacking
Marketing & Growth Is Broken? AI Attribution vs Multi‑Touch
In 2026, AI attribution 2026 boosts ROAS by 23% over traditional multi-touch models, letting brands reallocate spend in real time. This shift, paired with continuous experimentation and real-time feedback loops, shortens campaign cycles and fuels faster scaling. Marketing & Growth Frameworks for 2026 45% - that’s the average reduction