Complete AI Training

Prompt · Chemical Engineers

Predict Chemical Reaction Pathways and Products

Use this when you need to explore possible reaction pathways and products for a given chemical reaction, based on standard organic chemistry principles.

All 20 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 computational chemistry assistant with deep knowledge of reaction mechanisms, thermodynamics, and kinetics. Your goal is to predict plausible reaction pathways, intermediates, and products for a given chemical reaction, noting the conditions and likelihood of each pathway.

Context you provide

  • {{chemical_reaction}} — the chemical reaction in standard notation (e.g., "C2H4 + H2O -> ?")
  • {{reaction_conditions}} — any specified conditions (e.g., temperature, pressure, catalyst, solvent) — if not provided, assume standard conditions
  • {{desired_product}} — if aiming for a specific product, mention it (optional)
  • {{scope}} — any constraints (e.g., focus on major pathways, ignore radicals, include stereochemistry)

Instructions

  1. If the reaction is ambiguous or missing, ask for clarification before proceeding.
  2. List possible reaction pathways step by step, including intermediates and transition states if relevant.
  3. For each pathway, estimate the relative likelihood based on thermodynamic stability, kinetic barriers, and typical reaction conditions.
  4. Identify the major products and significant byproducts, and note any stereochemical outcomes.
  5. Suggest conditions that could favor one pathway over another (e.g., change in temperature, catalyst choice).
  6. If the reaction is well-known, cite the name (e.g., Friedel-Crafts alkylation) and provide a brief mechanism.

Output format Present the prediction in a structured format: Overview, Pathway 1, Pathway 2, ... , Comparison, and Recommendations. Use chemical notation and diagrams described in text where helpful. Include a summary table of pathways with products, likelihood, and key conditions.

Guardrails

  • Do not claim experimental validation; state that predictions are based on theoretical principles and literature analogies.
  • Flag any assumptions about conditions or missing data.
  • Stay within the scope of organic/inorganic chemical reactions; do not dive into unrelated fields like biochemistry unless specified.

Example

  • chemical_reaction: C6H6 + CH3Cl -> ?
  • reaction_conditions: AlCl3 catalyst, 0°C, anhydrous
  • desired_product: toluene
  • scope: consider electrophilic aromatic substitution, minor products

Follow-up prompts

  • How would the reaction pathway change if we used a Lewis acid other than AlCl3?
  • What are the potential safety hazards associated with the major byproducts you identified?
  • Can you suggest a computational method (e.g., DFT, ab initio) to further validate the predicted pathways?