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为什么大多数AI投资打水漂?因为你没选对“主战场”
3 6 Ke· 2026-01-12 05:48
Core Insights - The article emphasizes the advantages of a "deep and narrow" strategy in AI deployment, which requires fundamentally rethinking business operations to enhance productivity and create unique work methods that are hard for competitors to replicate [1][5]. Group 1: Company Experience - Reckitt's management team identified various potential applications for generative AI, ranging from drafting presentations to optimizing procurement contracts, but decided to focus solely on marketing to achieve significant breakthroughs [3][4]. - Reckitt reported a 60% increase in the speed of generating product concepts and a 30% or more efficiency improvement in brand and marketing communication processes due to the focused application of generative AI [4][19]. - The experience of Reckitt illustrates the importance of avoiding common pitfalls in AI deployment, such as spreading resources too thin across one-off applications and focusing solely on short-term ROI [4][5]. Group 2: Strategy Implementation - The "deep and narrow" approach contrasts with the "shallow and broad" strategy, which many executives believe leads to immediate cost benefits but is unlikely to yield a competitive advantage [5][19]. - Companies that adopt the "deep and narrow" strategy can achieve twice the ROI compared to those using the "shallow and broad" approach, as evidenced by a BCG survey [5][19]. - The article outlines a four-step process for deploying generative AI effectively, starting with identifying the most promising opportunities and ensuring that AI deployment enhances or protects existing competitive advantages [9][12][15]. Group 3: Case Studies - L'Oréal successfully integrated generative AI into its customer interaction model, creating a personalized experience through its Beauty Genius chatbot, which has completed over 400,000 conversations in the first six months [13][14]. - The deployment of generative AI in L'Oréal's marketing strategy has led to significant user engagement and conversion rate improvements, demonstrating the potential for AI to reshape customer journeys [14][19]. - Both Reckitt and L'Oréal's experiences highlight the necessity of focusing on interconnected tasks within a single domain to maximize the benefits of generative AI [4][19].
2025年塑造消费品包装行业的消费者购买趋势研究报告消费转换浏览
Sou Hu Cai Jing· 2025-08-03 09:32
Core Insights - The consumer goods market is undergoing significant transformation driven by changing shopping habits, brand loyalty erosion, and a focus on health and sustainability [1][4][5] Consumer Sentiment - In the US, consumer confidence rose to 108.7 in October 2024, with 76% of consumers opting for cheaper alternatives while 42% plan to splurge on experiences [2][19] - European consumers are more cautious, with only 16% remaining loyal to specific brands, while 66% prioritize quality and 59% are influenced by price promotions [2][20][21] Key Consumer Trends - Health and wellness consumption is booming, with the global wellness market reaching $1.8 trillion, and 82% of American consumers prioritizing health in their daily lives [4][22][23] - Brand loyalty is declining, with 60% of US consumers and 53% of Europeans only purchasing branded products when on sale, and 38% not returning to brands after trying private labels [4][25][26] - Sustainability remains important, with 85% of consumers feeling climate change impacts, but affordability is becoming a priority, leading to a decline in willingness to pay a premium for sustainable products [5][28][30] Social Commerce and Direct-to-Consumer Models - Social commerce is rapidly growing, with US sales projected to reach $145 billion by 2027, driven by Gen Z and Millennials who are four times more likely to shop on social platforms [6][34] - Direct-to-consumer (D2C) strategies are increasingly adopted by brands to connect directly with consumers, allowing for better control over pricing and messaging [6][37][39] Marketing Strategies - Brands need to adopt micro-targeting and personalization strategies, leveraging AI and data analytics to create tailored consumer experiences [7][46] - Integrating wellness into product offerings and loyalty programs is essential to resonate with health-conscious consumers [7][54][57] Future Outlook - The consumer market is expected to evolve towards more immersive and emotionally connected experiences, with technology playing a key role in shaping consumer interactions [10][9]