白酒行业正经历从规模扩张向质量效益的深刻转型。面对市场动销承压、渠道库存高企的现实挑战，传 统依赖人力与经验的粗放式管理，已难以支撑对效率和响应的新要求。而人工智能（AI）技术正在成 为打通这一任督二脉的关键。它通过整合全域数据、构建预测模型，将曾经模糊的渠道运作变得可视 化、可优化。 近年来，随着AI技术的发展和场景应用的成熟，不少酒企已经有所探索：一方面，传统酒企巨头如茅 台，以"i茅台"为核心优化直销与即时配送；另一方面，瓶子星球集团为新酒饮业务构建全域协同平 台。 那么还有哪些酒企已经展开实践了呢？以下我们对酒业中不同路径的典型案例进行盘点。 1、茅台 以数字化平台为核心，通过AI优化直销渠道、库存和配送，并积极探索前沿技术。 a.智能直销与消费者洞察：其核心平台"i茅台"已积累超7600万注册用户，线上销售额占直销收入的 60%。平台利用AI算法分析消费数据，动态调整如100ml小瓶装飞天茅台的投放策略，以优化抢购体 验，并支持消费者自选生肖酒的生产日期，增强互动。 b.渠道库存与物流优化：智能门店管理系统已覆盖绝大多数线下终端，实时监控库存与动销数据，为精 准补货和动态调价提供支持，从而提升终端动 ...

Macro Insights - The report identifies three historical "great migrations" of Chinese household wealth, with the third migration starting in 2023, indicating a shift in asset allocation trends[3] - The first migration (1998-2018) saw a significant flow of deposits into real estate due to housing market reforms, establishing real estate as a core asset class[4] - The second migration (2018-2023) involved a return to deposits as real estate values declined and risk aversion increased among residents[5] - The third migration reflects a transition to a "deposit+" era, where residents are diversifying into financial products beyond traditional deposits due to lower interest rates and improved returns in bond and equity markets[6] Market Strategy - Foreign capital continues to flow into the market, with a net inflow of $3.7 million in foreign investment as of February 11, 2026, and a significant increase in public fund issuance, reaching 43.63 billion yuan[9] - The average daily trading volume in the A-share market decreased to 2.1 trillion yuan, while the proportion of stocks rising increased to 47.6%[8] - The ETF market experienced a net outflow of 44.18 billion yuan, indicating a shift in investor sentiment towards active management strategies[9] Industry Trends - The pharmaceutical market for anticoagulants is projected to grow from $52.9 billion in 2023 to over $110 billion by 2033, driven by aging populations and increasing cardiovascular disease rates[13] - The heavy-duty truck market in China is expected to see sales of 760,000 units in 2026, a decrease of 5.3% year-on-year, while January 2026 saw a 46% increase in domestic heavy-duty truck sales compared to the previous year[16][17] - The aviation sector is experiencing a resurgence, with a 6% increase in passenger flow during the Spring Festival period, and ticket prices are expected to rise by 3-4% year-on-year due to increased demand[30][32]

今年春节，你家喝的是什么酒？ 是摆在柜子里一直没开封的茅台，还是饭桌上被抢着倒空的百元口粮酒？ 别小看这个问题。你的答案，恰恰戳中了2026年白酒行业最根本的变局。 出品丨搜狐财经 作者丨闫思羽 编辑丨李文贤 来看一组真实的市场反馈。 高端阵营里，茅台经销商集体"凡尔赛"："没货，不够卖！"1-2月的配额早在1月底就售罄，批价硬生生 从年初1500元涨到了1700元。有调研显示，43.85%的参与者表示"去年年夜饭没有茅台"，而今年茅台正 在从传统核心客群向更广泛的家庭消费场景渗透。 100-300元价位的"大众口粮酒"成为结构性增长的核心亮点。在江苏盐城的商超里，天之蓝卖到只剩六 瓶；郎牌特曲被整箱买走，直接断货；红花郎礼盒和泸州老窖的部分系列也几近售罄。 但中间300-800元的次高端，却成了被"抛弃的孩子"——商务宴请没完全回来，普通家庭觉得它高不成 低不就，销量同比下滑14%-20%。 第二，即时零售火了。以前囤货一箱一箱往家搬，现在是朋友快到家门口了，才打开手机下单。美团闪 购、京东到家等"30分钟达"成了新常态。 有人说，2026年是白酒行业漫长筑底的开始。但我更愿意相信，这是一场价值回归。白酒不 ...

21世纪经济报道记者在春节期间注意到，各类酒企的春节经营重点进一步转向"推动C端开瓶饮用"，无论是多达八家 酒企登上马年春晚，还是各家酒企集体推出开瓶扫码促销，营销活动的核心都是围绕开瓶率展开。 由于需求端疲软，外界原本对今年春节白酒消费不抱期待，但从近期国内外机构调研来看，普遍认为春节白酒销售略 好于预期。 证券分析师张伟敬对21世纪经济报道记者透露，从机构调研的情况来看，今年春节白酒整体动销预计同比仍然有两位 数下滑，但下滑幅度比去年下半年明显收窄，"行业已经有底部信号。" 头部品牌更是交出了超预期表现。 来源：21世纪经济报道 作者：肖夏 今年春节聚餐，不少人学会了在酒桌上扫码。 春节是一年一度的酒饮消费大节，尤其白酒最为重视，今年更是史上最长的春节长假，为创造更多酒饮消费场景提供 了可能性。 综合21世纪经济报道综合记者走访和券商调研的情况来看，今年茅台、五粮液等头部白酒继续占据家庭团圆、节庆宴 请等核心场景的C位。券商多预计茅台今年春节销量有两位数甚至更高的增长，五粮液有个位数至两位数的增长。 尤其是茅台，大单品500m53度飞天茅台今年通过直销渠道放量，春节期间"上桌率"大幅提升。21世纪经济报道 ...

Group 1 - The core viewpoint of the article highlights the positive performance of the liquor sector, particularly the strong sales of premium brands during the 2026 Spring Festival, indicating a shift in consumer preferences towards well-known brands like Moutai and Wuliangye [1] - The Shanghai Composite Index closed at 4147.23 points, up 0.72%, while the liquor sector index closed at 2250.28 points, up 1.22%, with 19 liquor stocks rising [1] - Specific stock performances include Moutai closing at 1491.66 CNY per share, up 1.69%, Wuliangye at 105.17 CNY per share, up 0.01%, Shanxi Fenjiu at 163.92 CNY per share, up 0.21%, Luzhou Laojiao at 112.92 CNY per share, up 0.37%, and Yanghe at 54.00 CNY per share, up 0.15% [1] Group 2 - Citic Securities' report indicates that the 2026 Spring Festival continues the trend of the past 2-3 years, with a significant increase in brand recognition among consumers, leading to better sales for premium liquor brands compared to lower-tier brands [1] - The report notes that liquor sales are heavily concentrated during the Spring Festival peak season, with a notable release of demand before the festival and stable demand during the festival, particularly for products priced below 300 CNY [1] - A strong Spring Festival is viewed as the foundation for stable sales performance throughout 2026 [1]

Core Viewpoint - The 2026 Spring Festival is expected to be a significant period for the liquor industry, with a nine-day holiday and a focus on consumption recovery, although challenges such as inventory pressure and market differentiation persist [1][8]. Group 1: Spring Festival Impact on Liquor Sales - The Spring Festival is a critical sales period for the liquor industry, serving as a battleground for competition and a reflection of industry health [1]. - Major liquor brands are leveraging the CCTV Spring Festival Gala for brand exposure, with several companies sponsoring the event to enhance visibility [2][3]. - The sales peak for liquor during the Spring Festival is notably shorter in 2026, with a focus on the first half of February, compared to previous years [1][8]. Group 2: Strategies of Liquor Companies - Liquor companies are implementing a "three-pronged" approach to boost sales during the Spring Festival, including promotions, price control, and channel empowerment [5][6]. - High-end liquor brands like Moutai and Wuliangye are focusing on price stability and channel management to maintain brand value [6][7]. - Mid-tier and regional liquor companies are increasing promotional efforts to reduce inventory, with various campaigns launched to stimulate demand [7][8]. Group 3: Inventory Challenges - The liquor industry is still undergoing a prolonged inventory reduction phase, particularly affecting mid-tier and regional brands, which face significant inventory pressure [1][8]. - As of Q3 2025, the total inventory of 20 A-share liquor companies exceeded 170 billion, remaining above reasonable levels despite a 40% reduction from peak levels in 2023 [8]. - The average inventory turnover days are currently around 900 days, indicating a lengthy period required to clear existing stock [8][9]. Group 4: Market Performance and Valuation - The A-share liquor sector has experienced a valuation recovery, with major brands showing strong stock performance amid optimistic sales expectations for the Spring Festival [10][11]. - From early January to early February 2026, the China Securities White Liquor Index rose by 2.54%, with leading brands outperforming the average [11][12]. - Analysts predict a continued divergence in performance, with high-end brands expected to maintain growth while mid-tier and regional brands face ongoing challenges [12]. Group 5: AI Integration in the Liquor Industry - AI technology is increasingly being integrated into various aspects of the liquor industry, enhancing production, quality control, and marketing efforts [13][14]. - Companies like Luzhou Laojiao and Wuliangye are utilizing AI to optimize production processes and improve product quality, demonstrating the potential for increased efficiency and profitability [13][14]. - Despite the promising applications of AI, challenges such as data barriers and limited penetration in marketing and management remain [15][16].

Core Viewpoint - The overall sales of the liquor industry during the Spring Festival are expected to decline by double digits year-on-year, but the decline is narrowing compared to the second half of last year, indicating that the industry is showing bottom signals [1][21]. Group 1: Sales Performance - The top brands, such as Moutai and Wuliangye, continue to dominate key consumption scenarios during family reunions and festive banquets [1][21]. - Moutai's sales during the Spring Festival are reported to have significantly improved, with some brokerages estimating a growth of over 10%, and even up to 20% year-on-year [1][15][36]. - The performance of high-end liquor products remains strong, while mid-range products are experiencing a decline [3][39]. Group 2: Marketing Strategies - Major liquor brands have maintained high levels of marketing investment during the Spring Festival, with eight liquor brands appearing on the CCTV Spring Festival Gala [4][25]. - Brands like Wuliangye and Gujing Gongjiu have been actively involved in various promotional activities, including sponsoring special programs and integrating their products into popular shows [25][29]. - The use of QR code red envelope promotions has become a common strategy among brands to boost sales and gather consumer data [11][31]. Group 3: Market Trends - The market for liquor is showing signs of resilience, with expectations for stabilization in the industry due to the strong performance of leading brands [39][40]. - The price recovery of Moutai has addressed key consumer concerns regarding authenticity and pricing, leading to increased demand [36]. - The performance of lower-priced liquor products, especially those under 300 yuan, has been relatively stable, benefiting from favorable market conditions during the Spring Festival [16][37].

Group 1: Market Performance - Hong Kong stocks rebounded strongly after four consecutive declines, with the consumption ETF Huatai (159268) rising nearly 1% and trading volume reaching approximately 600 million yuan [1] - Major component stocks showed positive performance, with Haidilao increasing nearly 6%, Anta Sports rising over 3%, and China Duty Free and Mengniu Dairy both up over 1% [1] Group 2: Policy Developments - Shanghai's five departments issued a notice to optimize real estate policies, including adjustments to housing purchase restrictions and housing provident fund loan policies, effective from February 26, 2026 [3] - A recent meeting emphasized the importance of supporting local and enterprise initiatives to explore new growth points, particularly in the silver economy and elderly care services [3] Group 3: Consumer Trends - During the Spring Festival holiday, domestic travel reached 596 million trips, an increase of 95 million compared to the previous year, with total spending of 803.48 billion yuan, marking a historical high [3] - The consumption sector in A-shares rebounded after three consecutive declines, with the leading consumption ETF (159928) rising over 1% and net inflows exceeding 48 million yuan in the past five days [3] Group 4: Service Consumption Insights - The hotel industry saw a significant increase in revenue per available room (REVPAR) by 30.7% during the Spring Festival week compared to the previous year, driven by strong demand and price stabilization among leading groups [6] - Hainan's duty-free shopping during the Spring Festival saw a 19% increase in spending and a 24.6% increase in visitors compared to the same period last year [7] Group 5: Economic Outlook - The focus on expanding domestic demand is becoming a long-term strategy for China's economic growth, with an emphasis on improving residents' income and enhancing service consumption [9] - Signs of recovery in domestic demand are evident, with consumer confidence stabilizing and an increase in disposable income growth rates [10] - The real estate sector is showing signs of stabilization after years of decline, with recent policy changes aimed at improving market conditions [11]

板块下的成分股表现方面，仅6只白酒股收涨，包括贵州茅台、五粮液、山西汾酒、洋河股份和泸州老 窖等龙头股收跌。其中跌幅最大为泸州老窖，收盘报112.5元/股，跌3.23%；农历新年前不断走高的贵 州茅台，24日收盘为1466.8元/股，跌1.25%，其他龙头股跌幅在0.8%至1.4%之间。 春节假期后首个交易日，白酒走出了"逆市"行情。 2月24日，A股大盘高开并收盘企稳4100点以上，但白酒行业却全线调整，同花顺白酒数据显示，该板 块高开2669.58点后走低，收盘报2619.94点跌0.94%。南都湾财社-酒水新消费指数课题组记者了解到， 从2月6日开始，白酒板块呈现走低态势，2月份的7个交易日中有6个交易日收跌。 不过，市场分化加剧的同时，行业研报却认为龙头品牌已率先展现出复苏韧性。 高盛发布的中国白酒行业动态追踪显示，2026年农历新年期间白酒整体零售需求同比下降两位数，但这 一降幅相较于2025年中秋节下滑情况已有所企稳，表现略好于节前市场的普遍预期。 华创证券24日发布的研报表示，春节期间白酒表现整体符合节前预期，行业整体动销下滑双位数，回款 节奏慢于去年同期，其中高端"茅五"动销实现双位数增长，百 ...

来源：酒业内参 新浪财经"酒价内参"过去24小时收集的数据显示，中国白酒市场十大单品的终端零售均价在2月25日呈 明显回调态势，春节假期涨幅领先的品种卖压较重。如果十大单品各取一瓶整体打包售卖，今日总售价 为9221元，较昨日大幅下跌37元，创近一周以来新低。整体价格在前期高位整理后出现技术性回落，预 计市场短期将继续承压。 今日十大单品八跌两涨，市场情绪明显谨慎。上涨方面，精品茅台逆势上行，环比上涨7元/瓶，成为今 日全场的主要支撑力量；洋河梦之蓝M6+小幅上涨3元/瓶，延续窄幅波动态势。下跌方面，国窖1573跌 幅居前，下调18元/瓶，价格重心明显下移，此前该酒品刚经历五连阳；古井贡古20下跌13元/瓶，跟随 回落；习酒君品回调5元/瓶。水晶剑南春下跌3元/瓶，飞天茅台、五粮液普五八代、青花汾20及青花郎 均小幅回落2元/瓶。 "酒价内参"的每日数据源自全国各大区均有合理分布的约200个采集点，包括但不限于酒企的指定经销 商、社会经销商、电商平台和零售网点等，原始取样数据为过去24个小时中各点位经手的真实成交终端 零售价格，力求为社会各界提供一份关于知名白酒市场价格的客观、真实、科学、全程可追溯的数据。 ...