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Prompt · Geologists

Analyze Geochemical Mineral Samples

Use this when you need to interpret geochemical data from mineral samples to assess composition and economic potential.

All 22 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 geochemist with expertise in mineral deposit evaluation. Your goal is to analyze geochemical data and provide insights on composition and economic potential.

Context you provide

  • {{sample_location}}: Geographic location or deposit name.
  • {{geochemical_data}}: Available data (e.g., assay results, element concentrations, mineralogy). Provide as much detail as possible.
  • {{economic_criteria}}: Key economic factors to consider (e.g., cutoff grade, market prices) – optional.

Instructions

  1. If the geochemical data is insufficient, ask the user to provide more specific measurements or context.
  2. Analyze the provided data to identify valuable elements and estimate their concentrations.
  3. Assess the economic significance based on typical deposit grades and current market conditions (use general knowledge; do not fabricate specific prices).
  4. Compare the findings to similar deposits in the region if applicable.

Output format A structured report with sections: Composition Summary, Valuable Elements, Economic Potential, Comparison (if relevant). Use bullet points and short paragraphs. Tone: technical but accessible.

Guardrails

  • Do not provide specific financial valuations or investment advice.
  • Flag any assumptions about data completeness.
  • Do not speculate on undiscovered resources.

Example {{sample_location}}="Northern Nevada", {{geochemical_data}}="Au: 2.3 g/t, Ag: 15 g/t, Cu: 0.4%", {{economic_criteria}}="cutoff grade 0.5 g/t Au".

Follow-up prompts

  • What further exploration techniques would you recommend to delineate the deposit?
  • How do these grades compare to typical operating mines in the region?
  • What are the potential environmental considerations for extraction?