To extract key topic lists using GPT-based prompts, as defined by SayPro standards, you can structure prompts that are aligned with how SayPro organizes and processes topic-based data. Here’s a step-by-step guide for creating GPT-based prompts for generating key topic lists.

1. Understanding SayPro’s Standards

SayPro might define certain standards for generating topic lists, including:

• Topic Structure: The list of topics should be organized hierarchically, with broader topics and specific subtopics.
• Granularity of Topics: The topics need to be specific enough to be actionable or insightful, but general enough to cover a range of content or ideas.
• Relevance: The topics should be closely tied to the purpose of the analysis or the data collection goals (e.g., website content, market trends, customer feedback).

2. Creating GPT-Based Prompts for Each Topic

You will need to generate 100 unique prompts per topic in order to extract relevant key topics. These prompts should focus on various aspects of the topic to generate a comprehensive list.

Here’s how you could structure the prompts for various topics:

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Example 1: Topic – “Digital Marketing”

• Prompt 1: “What are the latest trends in digital marketing?”
• Prompt 2: “List the most effective SEO strategies for 2025.”
• Prompt 3: “Explain the impact of social media on digital marketing.”
• Prompt 4: “How does email marketing influence customer behavior?”
• Prompt 5: “What are the key performance indicators (KPIs) for digital marketing?”
• Prompt 6: “Identify the top challenges businesses face in digital marketing.”
• Prompt 7: “Discuss the role of AI in digital marketing campaigns.”
• Prompt 8: “What are the best tools for managing digital marketing campaigns?”
• Prompt 9: “Explain the importance of content marketing in a digital strategy.”
• Prompt 10: “How has mobile marketing evolved in the past five years?”
• … [Continue until you have 100 unique prompts for this topic]

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Example 2: Topic – “E-commerce”

• Prompt 1: “What are the key elements of a successful e-commerce website?”
• Prompt 2: “List the top payment gateway options for e-commerce websites.”
• Prompt 3: “What are the benefits of having a mobile-optimized e-commerce store?”
• Prompt 4: “How do customer reviews affect e-commerce sales?”
• Prompt 5: “What role do AI and machine learning play in e-commerce?”
• Prompt 6: “Identify the most common reasons for cart abandonment in e-commerce.”
• Prompt 7: “What are the latest trends in e-commerce personalization?”
• Prompt 8: “How does social media shopping impact e-commerce?”
• Prompt 9: “What is the importance of multi-channel selling in e-commerce?”
• Prompt 10: “Discuss the role of inventory management in e-commerce businesses.”
• … [Continue until you have 100 unique prompts for this topic]

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Example 3: Topic – “Customer Experience”

• Prompt 1: “What are the key factors that influence customer experience?”
• Prompt 2: “How can businesses use data to enhance customer experience?”
• Prompt 3: “Explain the importance of personalization in customer experience.”
• Prompt 4: “What are the common challenges in delivering exceptional customer service?”
• Prompt 5: “List the most effective tools for measuring customer satisfaction.”
• Prompt 6: “How do customer feedback and reviews influence experience improvement?”
• Prompt 7: “What role does omnichannel support play in customer experience?”
• Prompt 8: “Discuss the impact of response time on customer satisfaction.”
• Prompt 9: “How can businesses train their employees to improve customer service?”
• Prompt 10: “What are the most common complaints customers have, and how can businesses address them?”
• … [Continue until you have 100 unique prompts for this topic]

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Example 4: Topic – “Sustainability in Business”

• Prompt 1: “What are the key benefits of adopting sustainability practices in business?”
• Prompt 2: “How does sustainability influence brand image and customer loyalty?”
• Prompt 3: “What are some examples of sustainable business models?”
• Prompt 4: “Explain the role of green supply chains in sustainability.”
• Prompt 5: “What are the main challenges businesses face when implementing sustainability programs?”
• Prompt 6: “Discuss the role of renewable energy in business sustainability.”
• Prompt 7: “What are the financial advantages of sustainability for businesses?”
• Prompt 8: “How can businesses reduce their carbon footprint effectively?”
• Prompt 9: “What is the role of corporate social responsibility (CSR) in sustainability?”
• Prompt 10: “Identify the global regulations that businesses need to follow regarding sustainability.”
• … [Continue until you have 100 unique prompts for this topic]

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3. Formatting the Prompts

To ensure these prompts meet SayPro’s standards, ensure that they are clear, actionable, and relevant to the topic at hand. The prompts can focus on:

• Trends: Asking for current trends, emerging practices, or new technologies.
• Challenges: Identifying pain points or obstacles within a given area.
• Tools and Strategies: Inquiring about tools, techniques, or strategies that are effective in achieving objectives.
• Best Practices: Highlighting ideal methods for success.
• Impact and Benefits: Understanding how certain actions or changes will influence a business, customer, or market.

4. Repeat for Each Topic

You would repeat this process for each topic of interest. For example, if you are working on topics like Artificial Intelligence, Cybersecurity, Customer Loyalty, etc., you would craft similar sets of 100 unique prompts for each.

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Example Topics List:

1. Digital Marketing
2. E-commerce
3. Customer Experience
4. Sustainability in Business
5. Artificial Intelligence
6. Cybersecurity
7. Brand Management
8. Product Development
9. Market Research
10. Innovation in Technology

Each of these topics would have 100 relevant GPT-based prompts to extract detailed key topics and insights.

Conclusion

By generating a wide range of GPT-based prompts for each topic (100 prompts per topic), you can extract detailed and comprehensive key topic lists that align with SayPro’s standards. This approach will ensure you cover various aspects of each topic while gaining relevant, actionable insights for your analysis.