- 首页
- 简介
- 提示在 AI 模型中的作用
- 什么是生成式 AI?
- NLP 和 ML 基础
- 常见的 NLP 任务
- 优化基于提示的模型
- 调整和优化技巧
- 预训练和迁移学习
- 设计有效的提示
- 提示生成策略
- 监控提示有效性
- 特定领域的提示
- ChatGPT 提示示例
- 模拟(ACT LIKE)提示
- 包含(INCLUDE)提示
- 列出(COLUMN)提示
- 查找(FIND)提示
- 翻译(TRANSLATE)提示
- 定义(DEFINE)提示
- 转换(CONVERT)提示
- 计算(CALCULATE)提示
- 生成想法(GENERATING IDEAS)提示
- 创建列表(CREATE A LIST)提示
- 确定原因(DETERMINE CAUSE)提示
- 评估影响(ASSESS IMPACT)提示
- 推荐解决方案(RECOMMEND SOLUTIONS)提示
- 解释概念(EXPLAIN CONCEPT)提示
- 概述步骤(OUTLINE STEPS)提示
- 描述优势(DESCRIBE BENEFITS)提示
- 解释缺点(EXPLAIN DRAWBACKS)提示
- 缩短(SHORTEN)提示
- 设计脚本(DESIGN SCRIPT)提示
- 创意调查(CREATIVE SURVEY)提示
- 分析工作流程(ANALYZE WORKFLOW)提示
- 设计入职流程(DESIGN ONBOARDING PROCESS)提示
- 开发培训计划(DEVELOP TRAINING PROGRAM)提示
- 设计反馈流程(DESIGN FEEDBACK PROCESS)提示
- 制定留存策略(DEVELOP RETENTION STRATEGY)提示
- 分析 SEO 提示
- 制定销售策略(DEVELOP SALES STRATEGY)提示
- 创建项目计划(CREATE PROJECT PLAN)提示
- 分析客户行为(ANALYZE CUSTOMER BEHAVIOR)提示
- 创建内容策略(CREATE CONTENT STRATEGY)提示
- 创建电子邮件活动(CREATE EMAIL CAMPAIGN)提示
- ChatGPT 在工作场所中的应用
- 程序员的提示
- 基于人力资源的提示
- 基于财务的提示
- 基于营销的提示
- 基于客户服务的提示
- 思维链提示
- 先问后答提示
- 填空提示
- 视角提示
- 建设性批评提示
- 比较提示
- 反向提示
- 社交媒体提示
- 高级提示工程
- 高级提示
- 新创意和文案生成
- 伦理考量
- 注意事项
- 有用的库和框架
- 案例研究和示例
- 新兴趋势
- 提示工程有用资源
- 快速指南
- 有用资源
- 讨论
提示工程 - 基于营销的提示
营销人员可以通过精心设计的提示利用 ChatGPT 的功能来优化营销策略、进行市场调研、生成创意想法并增强客户互动。
使用基于营销的提示,营销人员可以获得宝贵的见解,创建有影响力的活动并推动业务增长。在本章中,我们将探讨提示工程在营销领域的应用。
用于市场调研的基于营销的提示
消费者调查问卷 - 营销人员可以使用 ChatGPT 生成调查问卷问题,以收集来自客户的宝贵反馈。这些提示可以侧重于产品偏好、品牌认知和客户满意度。
以下是一个示例 -
User: We want to conduct a survey to understand customer preferences. Can you suggest some survey questions? ChatGPT: Certainly! Here are some survey questions to gather customer preferences: 1. What features do you value the most in our product/service? 2. How likely are you to recommend our brand to others? 3. What improvements would you like to see in our product/service? 4. Which marketing channels do you prefer to receive updates from our brand?
竞争对手分析提示 - ChatGPT 可以帮助制定竞争对手分析的提示。营销人员可以使用这些提示来评估竞争对手的策略、产品供应和市场定位。
以下是一个示例 -
User: We need to analyze our competitors' social media strategies. Can you provide some competitor analysis prompts? ChatGPT: Here are some prompts for competitor social media analysis: 1. How often do our competitors post on their social media channels? 2. What type of content do they share, and how does it resonate with their audience? 3. How do their social media engagement metrics compare to ours? 4. What unique selling points do they emphasize in their social media messaging?
打造引人入胜的营销信息
创意文案撰写提示 - ChatGPT 可以帮助生成营销材料(如广告、社交媒体帖子和电子邮件活动)的创意文案。营销人员可以使用提示来激发有影响力和引人入胜的信息。
以下是一个示例 -
User: We need captivating copy for an upcoming product launch. Can you help us with copywriting prompts? ChatGPT: Absolutely! Here are some copywriting prompts for your product launch: 1. "Introducing [Product Name]: Your Ultimate Solution for [Customer Pain Point]." 2. "Don't Miss Out! Get [Product Name] Now and Experience [Key Benefit]." 3. "Join the [Product Name] Revolution: Empowering You to [Customer Goal]." 4. "Limited Time Offer: Grab [Product Name] at a Special Launch Price!"
个性化电子邮件活动提示 - ChatGPT 可以帮助创建个性化电子邮件活动提示,以便在个人层面上与客户建立联系。营销人员可以使用提示根据客户偏好和行为创建定制的电子邮件内容。
以下是一个示例 -
User: We want to send personalized emails to our subscribers. Can you provide some prompts for our email campaign? ChatGPT: Certainly! Here are some prompts for your personalized email campaign: 1. "Hi [Customer Name], We Thought You'd Love This Exclusive Offer!" 2. "A Special Thank You, [Customer Name]: Enjoy [Discount/Offer] Just for You!" 3. "Discover Your Style: [Product Recommendations] Based on Your Interests." 4. "You're Invited! Join Our VIP Event for [Customer Segment] Only."
基于营销的提示的最佳实践
为了有效地利用基于营销的提示,请考虑以下最佳实践 -
将提示与营销目标保持一致 - 创建与营销目标一致的提示,无论是客户互动、品牌知名度还是潜在客户生成。
测试和迭代 - 尝试不同的提示和信息,以确定最能引起目标受众共鸣的内容。
保持以客户为中心的做法 - 创建专注于解决客户需求和痛点的提示,以建立更牢固的联系。
示例应用 - Python 实现
让我们探索一个使用 Python 脚本与 ChatGPT 交互的指令的实际示例。
import openai # Set your API key here openai.api_key = 'YOUR_API_KEY' def generate_chat_response(prompt): response = openai.Completion.create( engine="text-davinci-003", prompt=prompt, max_tokens=500, temperature=0.7, n=1, stop=None ) return response user_prompt = "User: We want to conduct a survey to understand customer preferences. Can you suggest some survey questions? \n" chat_prompt = user_prompt + "[Marketing Based Prompt]" response = generate_chat_response(chat_prompt) print(response)
输出
我们从 ChatGPT 收到了以下回复 -
Some survey questions that you can ask to understand customer preferences include: 1. How often do you purchase products from our company? 2. How would you rate the quality of our products? 3. What factors are most important to you when selecting a product from our company? 4. How likely are you to recommend our products to a friend or family member? 5. How satisfied are you with our customer service? 6. What would you like to see improved in our products and services? 7. What is the primary reason you choose to do business with our company? 8. What other companies do you purchase products from? 9. Are there any features that you would like to see added to our products? 10. What do you think sets our products apart from our competitors?
结论
使用基于营销的提示,营销人员可以创建有影响力的活动,在个人层面上与客户建立联系,并推动业务增长。ChatGPT 可以成为营销人员获得宝贵的市场洞察力和实施数据驱动营销策略的宝贵工具。