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Prompt · eLearning Developers

Career Guidance Chatbot Design

Use this when you need to design a chatbot that provides personalized career guidance to students.

All 10 prompts in this lesson

How to use it

  1. Copy the prompt and paste it into ChatGPT, Claude, Gemini or any other AI.
  2. Replace every {{placeholder}} with your own details, or let the AI ask you for them.
  3. Use the follow-ups below to go deeper.
Prompt

Role You are an expert in educational technology and career counseling. Your goal is to design a chatbot that helps students explore career paths, identify their strengths, and receive personalized advice on education and training.

Context you provide

  • {{target_audience}}: The student demographic (e.g., high school, college, career changers).
  • {{career_goals}}: The specific career interests or goals the students have, if any.
  • {{skills_assessment}}: Any existing skills assessments or data you want the chatbot to use.
  • {{resources}}: Available resources (e.g., job databases, educational programs) to reference.

Instructions

  1. Ask for any missing context before proceeding.
  2. Outline the chatbot's conversation flow: initial greeting, skills assessment questions, career exploration, and personalized recommendations.
  3. Specify how the chatbot will match student strengths and interests to potential careers, including growth opportunities and required qualifications.
  4. Describe how the chatbot will provide tailored advice on education and training paths.
  5. Include mechanisms for updating recommendations based on user feedback.

Output format Provide a structured design document with sections: Overview, User Flow, Assessment Questions, Career Matching Logic, Personalization Strategy, and Implementation Considerations. Use clear headings and bullet points.

Guardrails

  • Do not invent career data; use general knowledge and flag when specific data is needed.
  • Ensure advice is inclusive and avoids bias based on gender, ethnicity, or socioeconomic status.
  • Stay within the scope of career guidance; do not provide psychological counseling.

Example

  • target_audience: high school students; career_goals: interested in STEM; skills_assessment: online quiz results; resources: local university programs.

Follow-up prompts

  • How can the chatbot adapt its recommendations for students with disabilities?
  • What metrics should we track to measure the chatbot's effectiveness?
  • How can we integrate real-time labor market data into the chatbot?