首先对比**码云数智**与**有赞**两大平台的核心特点，然后重点以码云数智为例，为你详细拆解制作小程序商城的完整流程步骤。 --- # 选对平台，快速启航：码云数智与有赞小程序商城制作全攻略 在如今的数字化商业浪潮中，小程序商城因其轻量化、高触达的优势，已成为中小企业和个体商户转型的标配。然而，对于不懂技术的商家来说，选择哪个 平台制作以及如何操作，往往是第一道难题。目前市场上，**码云数智**与**有赞**是两种不同赛道的热门选择。了解它们的特点，是高效启航的第一步。 ## 两大平台特点解析：性价比与专业私域的对决 **码云数智：高性价比的"快枪手"** 码云数智的核心定位是"零代码、高效率、高性价比"，主要面向预算有限、追求快速上线的中小商家或个体户。它的最大特点是操作门槛极低，通过拖拽式 可视化编辑，即便没有技术背景，也能在30分钟内搭建起一个功能完备的商城。在成本控制上，码云数智优势明显，基础版年费通常维持在千元级别，且平 台不抽取交易佣金，商家只需支付微信支付自身的0.6%费率，非常适合初创团队低成本试错。虽然主打轻量级，但它也内置了拼团、秒杀、分销、会员积 分等40余种主流营销功能，足以覆盖绝大 ...

在数字化浪潮席卷各行各业的今天，AI搜索与GEO（地理优化）的结合，正成为企业精准获客、提升本地影响力的关键引擎。尤其在济南这座蓬勃发展的 城市，众多企业都在寻找能真正驾驭这股技术浪潮的合作伙伴。那么，济南做AI搜索GEO的哪家好？ 答案或许就藏在技术与经验的深度融合之中。 一、 行业先锋：济南禾星教育，以26年运营积淀赋能AI搜索 当谈到济南本土在AI搜索GEO领域兼具深度与前瞻性的企业，济南禾星教育有限公司是一个绕不开的名字。 核心优势解析： 深厚的运营基因： 其创始人在互联网运营领域拥有长达26年的丰富经验，这绝非简单的技术堆砌。这意味着禾星教育深刻理解从传统电商、搜索引擎优化 （SEO/SEM）到自媒体运营的全链路获客逻辑。他们将这种对"流量本质"的洞察，完美融入了新一代的AI搜索GEO优化技术中。 AI与GEO的实战融合： 禾星教育并非空谈AI概念。他们致力于运用AI技术，智能分析用户搜索意图、地域偏好和行为模式，从而为商家实现更精准的地理 位置优化。无论是本地生活服务、连锁门店还是区域品牌，都能通过其服务，在复杂的搜索环境中脱颖而出，吸引高意向的本地客流。 全行业解决方案： 业务范围广泛，能针对教 ...

主营业务与商业模式：AI驱动的餐饮线上服务商 再惠定位为中国餐饮线上运营与营销解决方案提供商，核心业务包括新媒体系列服务（2024年占营收 60.3%）和在线商户解决方案（31.1%）。公司通过"AI小惠"模块实现自动化店铺诊断，"AI达人匹配"模 块连接70,712名达人资源，2024年促成超9.3亿次跨平台互动，在大众点评和小红书分别占据14.4%和 9.8%的市场份额。 来源：新浪港股-好仓工作室 商业模式采用"技术+服务"双轮驱动：新媒体系列服务按项目收取服务费（平均客单价约6.3万元/年）， 在线商户解决方案采取订阅制（平均合同期6-12个月）。截至2025年9月30日，累计服务43,890家客 户，覆盖中国28个省级行政区。 营收增长30.8%：新媒体系列服务成增长引擎 公司营收从2023年的3.79亿元增长至2024年的4.95亿元，年复合增长率达30.8%；2025年前三季度营收 4.49亿元，同比增长25.9%。增长主要由新媒体系列服务驱动，该业务收入从2023年1.91亿元激增55.7% 至2024年2.98亿元，2025年前三季度进一步增至2.99亿元，占总营收比例从50.6%提升至66 ...

AI大模型概念延续强势，智谱再度高开，涨近5%。MINIMAX-WP涨超2%。 | 名称 | 现价 | 涨跌幅, | | --- | --- | --- | | 智谱 | 333.000 | 4.78% | | 阜博集团 | 5.450 | 4.21% | | MINIMAX-WP | 552.500 | 2.50% | | 有赞 | 0.136 | 1.49% | | 多点数智 | 8.790 | 1.38% | | 我们买 | 7.000 | 1.30% | | 趣致集团 | 24.220 | 1.17% | | 范式智能 | 45.100 | 1.12% | | 美图公司 | 6.750 | 1.05% | | 迈富时 | 40.900 | 1.04% | | 微盟集团 | 2.010 | 1.01% | 编辑 ｜ 钉钉 2月11日，恒生指数高开0.23%，恒生科技指数涨0.21%。 | 代码 | 名称 | 现价 | | 涨跌幅 | | --- | --- | --- | --- | --- | | HSI | 恒生指数 | 27246.18 | 63.03 | 0.23% | | HSTECH 恒生科 ...

Group 1: Service Consumption Policy - The Ministry of Commerce plans to establish a "1+N" policy system to foster new growth points in service consumption, focusing on over 10 specific areas including home services, automotive aftermarket, and inbound consumption [2] - A comprehensive action plan will be developed to enhance service quality and benefit the public, featuring over 60 specific measures aimed at improving service supply in cultural entertainment, tourism, and sports events [2] Group 2: Computing Power Infrastructure - The Ministry of Industry and Information Technology is initiating the construction of national computing power interconnection nodes to enhance overall computing power levels, targeting regions and industries with high demand [2] - The initiative includes the establishment of unified service platforms for regional nodes and market-oriented services for industry nodes, ensuring standardized interconnection and efficient application of computing resources [2] Group 3: Pre-prepared Food Standards - The National Health Commission released a draft standard for pre-prepared dishes, clarifying that these do not include staple foods, ready-to-eat foods, or dishes made in central kitchens [3] - The standard emphasizes minimizing the shelf life of pre-prepared dishes to a maximum of 12 months and prohibits the use of preservatives [3] Group 4: Artificial Intelligence Industry Growth - Guangdong Province anticipates that the core AI industry will reach a scale of 300 billion yuan by 2025, with integrated circuit production expected to increase by 152% compared to 2020 [4] - The province also projects a 39% year-on-year growth in civilian drone production, accounting for over 90% of the national output by 2025 [4] Group 5: Duty-Free Stores in Hainan - Hainan Province will open five duty-free stores for daily consumer goods in three cities, with operations starting on February 11 [5] Group 6: Strategic Partnerships in Autonomous Driving - Xiaoma Zhixing and Moer Thread have formed a strategic partnership to advance L4-level autonomous driving technology, focusing on training and validating models using Moer Thread's computing resources [6] - XPeng's upcoming SUV, the GX, will feature L4-level autonomous driving capabilities and is currently undergoing technical validation [7] Group 7: AI Investments by Major Companies - Amazon plans to invest $200 billion in AI infrastructure this year, raising concerns among investors about profit margins before returns materialize [12] - Nvidia is reportedly not launching any new gaming graphics cards this year due to prioritizing AI chip supply amid storage chip shortages [11] Group 8: New Product Launches - The upcoming iPhone 18 Pro Max is expected to feature a battery capacity exceeding 5000mAh, marking a significant increase from previous models [13] - The handheld gimbal camera "Pocket" by Ying Shi is set to launch in the first half of 2026, featuring a long-focus capability [10] Group 9: Corporate Developments - LG Energy has terminated its joint venture with Stellantis and will acquire the latter's 49% stake in NextStarEnergy [14] - Mu Yuan Co., Ltd. has been listed on the Hong Kong Stock Exchange, raising approximately 10.47 billion HKD [16]

Group 1 - PallasAI, an AI Agent platform focused on Answer Engine Optimization (AEO), recently completed a multi-million RMB financing round exclusively from Youzan, marking its second investment in three months [1][4] - The company was founded in May 2025 by Ethan, who has a background in software engineering from Xiamen University and 10 years of experience in marketing algorithms [3] - PallasAI launched its first standardized GEO AI Agent product, which creates a high-trust information channel between AI models and users, ensuring the authenticity of brand content and filtering distorted information [4] Group 2 - The platform's automated collaboration system allows users to input core demands, enabling a distributed collaboration from data fetching to semantic alignment without needing to understand complex underlying algorithms [4] - The funding from the angel round will be used to enhance core technology development, expand the vertical industry expert team, and promote industry ecosystem co-construction through case outputs and exchanges [4] - PallasAI aims to transform AEO into a replicable, accumulative, and optimizable science, addressing the gap between explosive market demand and fragmented solutions in the AEO/GEO sector [4]

P a l l a sAI成立于2 0 2 5年5月。身后创始人Et h a n，毕业于厦门大学软件工程专业，曾担任蚂蚁大模型首席架构师，拥有1 0年营销算法 经验。与市面上大多数GEO服务商的路径不同，基于对技术的深刻洞察，公司认为大模型时代的GEO，存在服务更广泛SMB企业的 产 品 化 机 会 ， 让 每 一 个 受 限 于 成 本 和 资 源 的 企 业 品 牌 ， 都 可 以 获 取 顶 级 营 销 技 术 支 持 ， 面 向 AI 时 代 进 行 品 牌 营 销 。 公 司 产 品 P a l l a sAI，是市场上首款提供标准化服务的GEO AI Ag e n t。 本次融资，公司将重点用于技术升级、垂直行业解决方案落地，以及招募更多优秀人才。据了解，公司已与多个行业头部企业开展深 度合作，企业内部的营销人员通过P a l l a sAI的产品协作，在不了解AEO底层知识的情况下，完成了自有产品品牌的可见性平均5 0 % 以上的提升，并且验证了AI平台的高效线索渠道收集。可以预见，属于AEO/GEO行业新的发展格局正在到来。 三人联手创业 面向 AI 时代，构建企业营销资产 AI助手和智能体正 ...

GEO的本质不是作弊，而是为了不被AI误解。 2 、 营销图谱：基于意图的语义对齐 本文为IPO早知道原创 作者｜ Stone Jin 微信公众号｜ipozaozhidao 据 IPO 早知道消息， 专注于答案引擎优化（ AEO ）的 AI Agent 平台 PallasAI 日前 完成数千万 人民币融资，由香港上市公司有赞（ 8083.HK ）独家投资。 值得一提的是， 这是 PallasAI 三个 月内获得的第二笔投资 。 PallasAI 成立于 2025 年 5 月 ， 团队核心成员均来自阿里、蓝标及知名独角兽创业公司，兼具顶 尖学术视野与亿级流量产品的工程落地能力。 其中， 创始人 & CEO Ethan 毕业于厦门大学软件工程专业 ， 拥有阿里、蚂蚁集团 10 年深厚积 淀，曾主导阿里核心营销平台 " 达摩盘 " 首版 Lookalike 算法的产品化落地，并凭借创新的双线性 模型荣获 " 阿里十大算法 " 桂冠。作为前 Ling 大模型首席架构师， Ethan 拥有从 0 到 1 构建超大 规模语言模型的全栈实战经验 ； 联合创始人 & CTO 刘致宁 是 电子科技大学博士， IBM 访问学 者 ...

Core Insights - PallasAI, an AI Agent platform focused on Answer Engine Optimization (AEO), has recently completed a multi-million RMB financing round, exclusively invested by the Hong Kong-listed company Youzan (8083.HK) [2] - The company aims to leverage its funding for technology upgrades, vertical industry solutions, and talent recruitment, having already achieved over 50% visibility improvement for brands using its product [3] Company Overview - Founded in May 2025, PallasAI is led by Ethan, a software engineering graduate from Xiamen University, with a decade of experience in marketing algorithms [2][19] - The core team comprises members from Alibaba, BlueFocus, and other notable startups, combining academic excellence with practical marketing capabilities [21] Market Opportunity - The shift towards AI-driven marketing is evident, with Gartner predicting a 50% reduction in organic search traffic due to generative AI by 2028 [5] - Current market data shows that 41.2% of AI conversations mention specific brands, while 33.8% include spontaneous product recommendations, indicating a significant market potential for GEO [5] Product Offering - PallasAI has launched the industry's first standardized GEO AI Agent, transforming complex optimization processes into a scientific closed-loop system [7] - The platform quantifies brand visibility across AI platforms, providing clear metrics on AI penetration rates and competitive comparisons, moving away from vague optimization feedback [7][10] Technological Approach - The company employs a structured approach to user intent, moving beyond keyword stuffing to ensure brands are extracted and recommended in ways that align with genuine user needs [10] - PallasAI's automated collaboration system builds a high-trust information channel between AI models and users, ensuring content authenticity and consistency across different outputs [12] Investment Perspective - Investors recognize the shift from human-centric to AI-centric marketing as a fundamental change, with PallasAI's scientific cycle system poised to drive industry standardization [15] - The company is seen as a leader in the AEO/GEO space, with a strong technical foundation and deep marketing insights, making it a valuable player in the evolving landscape [15] Future Plans - The recent funding will focus on enhancing core technology, expanding the expert team for tailored solutions, and promoting industry standards through case studies and exchanges [17] - PallasAI aims to define industry standards and help brands seize opportunities in the marketing paradigm shift driven by generative AI [17]

Core Viewpoint - PallasAI, an AI Agent platform focused on Answer Engine Optimization (AEO), has secured tens of millions of RMB in funding from Youzan (8083.HK), marking its second investment in three months. The company aims to leverage this funding for technology upgrades, vertical industry solutions, and talent recruitment [1][2]. Group 1: Company Overview - PallasAI was founded in May 2025 by Ethan, a software engineering graduate from Xiamen University and former chief architect of Ant Group's large model, with a decade of experience in marketing algorithms. The core team comprises members from Alibaba, BlueFocus, and notable unicorn startups, combining top academic insights with practical marketing capabilities [1]. - The company offers the first standardized GEO AI Agent product in the market, aiming to provide SMBs with access to top-tier marketing technology, enabling them to enhance brand visibility in the AI era [5][14]. Group 2: Market Trends and Challenges - The rise of AI assistants and agents is transforming traditional search engines, fundamentally changing how brands connect with consumers. Gartner predicts that by 2028, generative AI-driven searches will reduce organic search traffic for brands by over 50% [4]. - Current market data shows that 41.2% of AI conversations actively mention specific brands, while 33.8% include spontaneous product recommendations. However, the GEO sector is still in its early stages, lacking unified industry standards and core leaders [4][5]. Group 3: Product Features and Innovations - PallasAI's visibility scoring quantifies a brand's "voice" in the AI ecosystem, providing clear metrics on AI penetration rates, ranking weights, and competitive comparisons, thus eliminating the "visibility black box" [7]. - The platform employs a marketing map based on semantic alignment of user intent, moving away from outdated keyword stuffing to ensure brands are extracted and recommended in ways that align with genuine user needs [10]. - PallasAI's automated collaboration system builds a high-trust information channel between AI models and users, ensuring content authenticity and consistency across different model outputs [13]. Group 4: Future Directions and Industry Impact - The funding will enable PallasAI to enhance multi-context adaptation, vertical industry terminology optimization, and cross-platform integration capabilities, while expanding its professional team to create benchmark cases [15]. - The shift from "marketing to people" to "marketing to AI" is becoming a fundamental change in brand growth paradigms, with GEO evolving from visibility optimization to a foundational infrastructure for growth in the AI era [15].