- 首頁
- 簡介
- 提示在 AI 模型中的作用
- 什麼是生成式 AI?
- NLP 和 ML 基礎
- 常見的 NLP 任務
- 最佳化基於提示的模型
- 調整和最佳化技巧
- 預訓練和遷移學習
- 設計有效的提示
- 提示生成策略
- 監控提示有效性
- 特定領域的提示
- ChatGPT 提示示例
- 模擬(ACT LIKE)提示
- 包含(INCLUDE)提示
- 列出(COLUMN)提示
- 查詢(FIND)提示
- 翻譯(TRANSLATE)提示
- 定義(DEFINE)提示
- 轉換(CONVERT)提示
- 計算(CALCULATE)提示
- 生成想法(GENERATING IDEAS)提示
- 建立列表(CREATE A LIST)提示
- 確定原因(DETERMINE CAUSE)提示
- 評估影響(ASSESS IMPACT)提示
- 推薦解決方案(RECOMMEND SOLUTIONS)提示
- 解釋概念(EXPLAIN CONCEPT)提示
- 概述步驟(OUTLINE STEPS)提示
- 描述優勢(DESCRIBE BENEFITS)提示
- 解釋缺點(EXPLAIN DRAWBACKS)提示
- 縮短(SHORTEN)提示
- 設計指令碼(DESIGN SCRIPT)提示
- 創意調查(CREATIVE SURVEY)提示
- 分析工作流程(ANALYZE WORKFLOW)提示
- 設計入職流程(DESIGN ONBOARDING PROCESS)提示
- 開發培訓計劃(DEVELOP TRAINING PROGRAM)提示
- 設計反饋流程(DESIGN FEEDBACK PROCESS)提示
- 制定留存策略(DEVELOP RETENTION STRATEGY)提示
- 分析 SEO 提示
- 制定銷售策略(DEVELOP SALES STRATEGY)提示
- 建立專案計劃(CREATE PROJECT PLAN)提示
- 分析客戶行為(ANALYZE CUSTOMER BEHAVIOR)提示
- 建立內容策略(CREATE CONTENT STRATEGY)提示
- 建立電子郵件活動(CREATE EMAIL CAMPAIGN)提示
- ChatGPT 在工作場所中的應用
- 程式設計師的提示
- 基於人力資源的提示
- 基於財務的提示
- 基於營銷的提示
- 基於客戶服務的提示
- 思維鏈提示
- 先問後答提示
- 填空提示
- 視角提示
- 建設性批評提示
- 比較提示
- 反向提示
- 社交媒體提示
- 高階提示工程
- 高階提示
- 新創意和文案生成
- 倫理考量
- 注意事項
- 有用的庫和框架
- 案例研究和示例
- 新興趨勢
- 提示工程有用資源
- 快速指南
- 有用資源
- 討論
提示工程 - 基於營銷的提示
營銷人員可以透過精心設計的提示利用 ChatGPT 的功能來最佳化營銷策略、進行市場調研、生成創意想法並增強客戶互動。
使用基於營銷的提示,營銷人員可以獲得寶貴的見解,建立有影響力的活動並推動業務增長。在本章中,我們將探討提示工程在營銷領域的應用。
用於市場調研的基於營銷的提示
消費者調查問卷 - 營銷人員可以使用 ChatGPT 生成調查問卷問題,以收集來自客戶的寶貴反饋。這些提示可以側重於產品偏好、品牌認知和客戶滿意度。
以下是一個示例 -
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?
競爭對手分析提示 - ChatGPT 可以幫助制定競爭對手分析的提示。營銷人員可以使用這些提示來評估競爭對手的策略、產品供應和市場定位。
以下是一個示例 -
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?
打造引人入勝的營銷資訊
創意文案撰寫提示 - ChatGPT 可以幫助生成營銷材料(如廣告、社交媒體帖子和電子郵件活動)的創意文案。營銷人員可以使用提示來激發有影響力和引人入勝的資訊。
以下是一個示例 -
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!"
個性化電子郵件活動提示 - ChatGPT 可以幫助建立個性化電子郵件活動提示,以便在個人層面上與客戶建立聯絡。營銷人員可以使用提示根據客戶偏好和行為建立定製的電子郵件內容。
以下是一個示例 -
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."
基於營銷的提示的最佳實踐
為了有效地利用基於營銷的提示,請考慮以下最佳實踐 -
將提示與營銷目標保持一致 - 建立與營銷目標一致的提示,無論是客戶互動、品牌知名度還是潛在客戶生成。
測試和迭代 - 嘗試不同的提示和資訊,以確定最能引起目標受眾共鳴的內容。
保持以客戶為中心的做法 - 建立專注於解決客戶需求和痛點的提示,以建立更牢固的聯絡。
示例應用 - Python 實現
讓我們探索一個使用 Python 指令碼與 ChatGPT 互動的指令的實際示例。
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)
輸出
我們從 ChatGPT 收到了以下回復 -
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?
結論
使用基於營銷的提示,營銷人員可以建立有影響力的活動,在個人層面上與客戶建立聯絡,並推動業務增長。ChatGPT 可以成為營銷人員獲得寶貴的市場洞察力和實施資料驅動營銷策略的寶貴工具。