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阿蒂法:2025 AI重塑搜索生态:对用户、营销人员及品牌的影响洞察报告(中译版)(61页).pdf

上传人: Kell****reet 编号:725513 2025-07-14 61页 7.12MB

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1、How is AI changing SEARCH?What it means for customers,marketers and brands.By Charlie KayHead of SEO and DEI LeadWE ACCELERATE DATA AND AI ADOPTIONTO POSITIVELY IMPACTPEOPLE AND ORGANIZATIONS.Artefact is a global leader in consulting services,specialized in data transformation and data&digital m

2、arketing,from strategy to the deployment of AI solutions.We are offering a unique combination of innovation(Art)and data science(Fact).25COUNTRIES1700EMPLOYEES+1000CLIENTSSTRATEGY&TRANSFORMATION|AI ACCELERATION|DATA FOUNDATIONS&BIIT&DATA PLATFORMS|MARKETING DATA&DIGITAL01TABLE OF CON

3、TENTSIntroduction-What Is Happening To Search?!Early Foundations(19982015):The Matching And Ranking Era 34Its all clickable so navigate to wherever you please!A Timeline Of Search Innovation-AI And Beyond02The Neural Leap(20172019):The One Where Search Gets A Brain How Large Language Models Work And

4、 Their Impact On Search0313Platform Diversification(2010Now):Search Spreads Beyond Search Engines The Generative Shift(20222023):Search Starts To Talk Back The AI-First SERP(20242025):Search Becomes A Workspace From Ranking to Reasoning In Google:How AI Overviews And AIMode Actually Work 0416AI Over

5、views:Composed Answers At Scale AI Mode:A New System Of ReasoningAI Mode vs.AI Overviews:A Side-by-Side Comparison Who Is Using AI Search(And Who Isnt):Why Adoption Matters04a20AI search Traffic Analysis:seoClarity Research Study Search Usage In 2025:The Datos x SparkToro ReportWhen People Are Using

6、 AI Assistants,Which Are Being Used Most?Who Is Actually Using ChatGPT?What Do All These Stats Mean?The Retrieval Layer Why Rankings Still Shape AI AnswersseoClarity Original Research InsightWhat Does AI In Search Mean For Marketers And Brands 05325.1 Deep Audience Research&Discovery Its All In

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根据文章内容,以下是关键点的概括: 1. **搜索引擎的发展历程**:文章概述了搜索引擎的发展历程,从1998年谷歌搜索的诞生,到2012年知识图谱的推出,再到2017年谷歌发明Transformer,以及2022年ChatGPT的推出,搜索引擎经历了从匹配排名时代到神经网络时代,再到生成式时代的演变。 2. **大型语言模型的工作原理**:文章详细解释了大型语言模型的工作原理,包括分词、在大量文本数据上训练、微调等步骤,以及它们如何生成响应。 3. **AI概述和AI模式对搜索的影响**:文章分析了谷歌的AI概述和AI模式如何改变搜索,指出它们不再只是返回链接,而是通过多个大型语言模型生成答案,这对内容的要求也发生了变化。 4. **AI搜索的采用情况**:文章提供了多个数据源,显示AI搜索的采用率仍然较低,只占有机流量的2%左右,且不同行业和人群的采用情况存在差异。 5. **对营销人员的影响**:文章最后讨论了AI搜索对营销人员的影响,指出需要关注数据、优化跨平台可见性、建立品牌声誉等,以适应新的搜索环境。
AI如何改变搜索? 大型语言模型如何影响搜索? AI搜索对营销人员意味着什么?
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