Prompt Engineering 简明教程

Prompt Engineering - Marketing Based Prompts

营销人员可以通过精心设计的提示使用 ChatGPT 的功能来优化营销策略、进行市场调查、生成创意，并提升客户参与度。

Marketers can use ChatGPT’s capabilities through well-crafted prompts to optimize marketing strategies, conduct market research, generate creative ideas, and enhance customer engagement.

使用基于营销的提示，营销人员可以获得有价值的见解，创建有影响力的活动并推动业务增长。在本章中，我们将探讨在营销背景下使用提示工程。

Using marketing-based prompts, marketers can gain valuable insights, create impactful campaigns, and drive business growth. In this chapter, we will explore the use of prompt engineering in the context of marketing.

Marketing-Based Prompts for Market Research

Consumer Survey Questions −市场人员可以使用 ChatGPT 生成本调查问卷以收集来自消费者的宝贵反馈。这些提示可以集中在产品偏好、品牌认知和客户满意度上。

Consumer Survey Questions − Marketers can use ChatGPT to generate survey questions to gather valuable feedback from customers. These prompts can focus on product preferences, brand perception, and customer satisfaction.

以下是一个 example −

Here is an example −

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?

Competitor Analysis Prompts −ChatGPT 可以协助制定竞争对手分析提示。市场人员可以使用这些提示评估竞争对手的策略、产品服务和市场定位。

Competitor Analysis Prompts − ChatGPT can assist in formulating prompts for competitor analysis. Marketers can use these prompts to evaluate competitors' strategies, product offerings, and market positioning.

以下是一个 example −

Here is an example −

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?

Crafting Compelling Marketing Messages

Creative Copywriting Prompts −ChatGPT 可以帮助生成营销材料的创意文案，例如广告、社交媒体帖子和电子邮件活动。市场人员可以使用提示来激发有影响力和引人入胜的信息。

Creative Copywriting Prompts − ChatGPT can aid in generating creative copy for marketing materials such as advertisements, social media posts, and email campaigns. Marketers can use prompts to inspire impactful and engaging messaging.

以下是一个 example −

Here is an example −

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!"

Personalized Email Campaign Prompts −ChatGPT 可以协助制定个性化电子邮件活动提示，在个人层面上与消费者建立联系。市场人员可以使用提示根据消费者的偏好和行为创建定制的电子邮件内容。

Personalized Email Campaign Prompts − ChatGPT can assist in crafting personalized email campaign prompts to connect with customers on a one-to-one level. Marketers can use prompts to create tailored email content based on customer preferences and behavior.

以下是一个 example −

Here is an example −

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."

Best Practices for Marketing-Based Prompts

要有效利用基于营销的提示，请考虑以下最佳实践：

To effectively utilize marketing-based prompts, consider the following best practices −

  1. Align Prompts with Marketing Objectives − Craft prompts that align with marketing goals, whether it’s customer engagement, brand awareness, or lead generation.

  2. Test and Iterate − Experiment with different prompts and messaging to identify what resonates best with your target audience.

  3. Keep Customer-Centric Approach − Create prompts that focus on addressing customer needs and pain points to build stronger connections.

Example Application − Python Implementation

让我们探索一个使用指令与 ChatGPT 交互的 Python 脚本的实际示例。

Let’s explore a practical example of using the directive with a Python script that interacts with ChatGPT.

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)

Output

我们从 ChatGPT 获得了以下回复：

We got the following response from ChatGPT −

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?

Conclusion

通过利用基于营销的提示，市场人员可以创建富有影响力的活动，在个人层面上与消费者建立联系，并推动业务增长。ChatGPT 可以作为市场人员获取有价值的市场见解和执行数据驱动营销策略的宝贵工具。

Using marketing-based prompts, marketers can create impactful campaigns, connect with customers on a personal level, and drive business growth. ChatGPT can serve as a valuable tool for marketers in gaining valuable market insights and implementing data-driven marketing strategies.