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100 different topic prompts per session that relate to the marketing, behavior, and preferences of SayPro’s target audience. These topics will be used to guide content creation and video production strategies.

Here is a full and detailed write-up for the Use of GPT for Topic List Extraction section of the SayPro Monthly January SCMR-10 project:


Use of GPT for Topic List Extraction

As part of SayPro’s commitment to data-driven content creation and strategic marketing, the team will leverage GPT-based AI tools to generate high-volume, high-quality topic prompts. These prompts will be directly informed by audience behavior, preferences, and marketing trends. This structured use of AI will streamline the content ideation process and ensure alignment with the evolving needs and interests of SayPro’s target audience.

Objective:

To generate 100 unique and relevant topic prompts per session using GPT tools, focused on the marketing, behavior, and preferences of SayPro’s target audience. These topic prompts will serve as creative and strategic inputs for:

  • Corporate video content planning
  • Blog or article development
  • Campaign messaging
  • Social media calendar creation
  • Audience engagement strategies

Key Responsibilities:

  1. Setting Up GPT Sessions:
    • Initiate GPT topic generation sessions using clearly defined input prompts that reflect:
      • SayPro’s audience demographics and interests.
      • Recent trends from audience behavior analysis.
      • Specific content goals (e.g., educational, promotional, or community-based).
    • Example prompt to GPT:
      “Generate 100 content topic ideas that would appeal to young professionals in Africa interested in career development, personal finance, and entrepreneurship.”
  2. Aligning With Strategic Themes:
    • Group generated topics under strategic categories such as:
      • Career advancement
      • Skills training
      • Educational empowerment
      • Business and entrepreneurship
      • Health, social impact, and motivation
    • Ensure each batch of 100 topics aligns with SayPro’s current marketing campaigns or upcoming events.
  3. Filtering and Refining Results:
    • Review GPT output to ensure clarity, relevance, and originality.
    • Remove duplicates or off-topic suggestions.
    • Refine phrasing where needed to suit SayPro’s brand tone and voice.
    • Highlight high-priority topics that address gaps or high-demand areas revealed by audience insights.
  4. Documentation and Categorization:
    • Organize the final topic list into an easily accessible database or spreadsheet.
    • Include the following for each topic:
      • Topic Title
      • Suggested Content Format (e.g., short video, interview, infographic, webinar)
      • Target Audience Segment
      • Platform Suitability (e.g., YouTube, LinkedIn, Instagram)
      • Priority Level (High, Medium, Low)
  5. Integration With Content Planning:
    • Share the topic list with the Content Development and Marketing teams during weekly planning meetings.
    • Use the list as a source for scripting videos, writing articles, creating social media posts, and planning email campaigns.
    • Assign topic prompts to content creators for execution.
  6. Continuous Improvement:
    • Track the performance of content created from GPT-suggested topics to assess effectiveness.
    • Use engagement data (views, likes, shares, comments) to improve prompt inputs for future sessions.
    • Update topic extraction inputs monthly to reflect changing audience interests and behavior.
  7. Compliance and Quality Assurance:
    • Ensure all topics adhere to SayPro’s content guidelines, ethical standards, and cultural relevance policies.
    • Use human oversight to ensure that AI-generated topics are free of bias, misinformation, or inappropriate language.

Outcome:
A well-organized bank of 100 tailored content prompts per session that drives SayPro’s video production and digital marketing with relevance, diversity, and precision.


Would you like a sample GPT prompt and 10 example topics for demonstration?

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