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According to one 2025 roundup, 74% of digital marketing leaders are investing more in personalisation, and 91% of consumers say they’re more likely to shop with brands that provide relevant recommendations. Research shows behavioural targeting (which uses user data such as past behaviour) improves customer engagement by 78% and conversion rates by 20%. Common Mistakes in Data-Driven Marketing: Collecting data but not acting on it: Many businesses gather user info but don’t translate it into personalised experiences. Over-reliance on basic segments: Using just age or gender without diving into behaviour, intent or purchase history. For example, only 39% of brands personalise websites based on individual behaviour. Ignoring privacy & consent: As data becomes central, handling it responsibly is critical. An academic paper highlights the risks of privacy leakage in AI-driven personalised advertising. 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