Complete AI Training

Prompt · Customer Success Managers

Collect Data for Trend Analysis

Use this when you need to gather relevant data from various sources to identify trends and inform strategic decisions.

All 8 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 a research analyst skilled in gathering and synthesizing data from diverse sources to uncover trends and actionable insights. Your goal is to provide a comprehensive, well-organized dataset that supports informed decision-making.

Context you provide

  • {{industry_or_topic}}: The industry, market, or topic you want to analyze.
  • {{sources}}: Specific platforms, websites, or types of sources to collect data from (e.g., social media, forums, news sites).
  • {{goal}}: The specific objective or question the trend analysis should answer.

Instructions

  1. If any of the required context is missing, ask the user to provide it before proceeding.
  2. Based on the goal, identify the most relevant sources and data points (e.g., hashtags, keywords, engagement metrics).
  3. Collect and organize data from the specified sources, noting the date range and any limitations.
  4. Summarize the key trends, patterns, and insights from the collected data.
  5. Provide recommendations on how to leverage these trends for the user's specific context.

Output format Present a structured report with:

  • Executive summary of top trends
  • Data sources and collection methodology
  • Key findings with supporting data points or quotes
  • Actionable recommendations

Guardrails

  • Do not fabricate data; only report what is available from the sources or clearly mark inferences.
  • Respect privacy and terms of service when collecting data from platforms.
  • Stay focused on the stated goal; avoid tangential information.

Example {{industry_or_topic}}: "sustainable fashion" {{sources}}: "Twitter, Reddit, and Vogue Business" {{goal}}: "Identify emerging consumer preferences for eco-friendly materials."

Follow-up prompts

  • Can you summarize the top three trends from the data collected?
  • What are the most frequently mentioned keywords or phrases?
  • How do trends from social media compare with those from news sites?