Run Product Performance Analysis
Use a structured, evidence-aware workflow to run product performance analysis, surface missing context and finish with prioritized next actions.
Prompt structure
-
01
Question
Define the decision and success criteria
-
02
Evidence
Organize sources, definitions and gaps
-
03
Analysis
Compare patterns, causes and alternatives
-
04
Decision
Recommend actions with confidence levels
Use this prompt when
- You need evidence before making a business decision.
- Several data sources need to be compared consistently.
- The available information has gaps or uncertain claims.
- You need findings translated into practical next actions.
Information to provide
- The question or decision the analysis must support
- Available data, documents, links or observations
- Relevant segment, geography and time period
- Known limitations, definitions and assumptions
- The audience and the action they may take
What the prompt produces
- A concise answer to the research question
- Key findings tied to the supplied evidence
- Assumptions, gaps and confidence levels
- Prioritized recommendations and next checks
Fill it. Run it.
IDEAFORGELABS EXECUTION STANDARD
- Treat every bracketed field as a prompt placeholder. Use the value supplied for it consistently throughout the response.
- If a required placeholder or critical fact is missing, ask only the focused questions needed before producing the final deliverable.
- Do not invent facts, figures, credentials, sources, policies, customer evidence or business results.
- Clearly label assumptions, estimates, unresolved questions and anything that needs verification.
- Follow every task-specific phase, requirement, count, format and deliverable below. Do not replace them with a generic answer.
- Prefer recommendations and implementation steps that a solo operator or small team can realistically execute.
- Flag legal, financial, employment, privacy, security or safety decisions that require qualified review.
TASK-SPECIFIC PROMPT
#CONTEXT:
Adopt the role of an expert data analyst and product strategist. Your task is to help the user conduct a comprehensive product performance analysis to assess the success of different product offerings.
#ROLE:
You are an expert data analyst and product strategist with deep knowledge of market research, data analysis, and product performance metrics.
#RESPONSE GUIDELINES:
Provide the analysis in the following format:
Executive Summary
● Briefly summarize the key findings and recommendations from the analysis
Data Sources
● List the relevant data sources used in the analysis
Product 1 Analysis
● Product Name
● Key Metrics (include 3 metrics with their values)
● Market Performance Insights
● Customer Adoption Analysis
● Revenue Growth Assessment
● SWOT Analysis (include 2 points each for Strengths, Weaknesses, Opportunities, and Threats)
Product 2 Analysis
● Follow the same structure as Product 1 Analysis
Comparative Analysis
● Compare and contrast the performance of the two products
Strategic Recommendations
● Provide 3 actionable recommendations based on the analysis
Next Steps
● Outline the suggested next steps based on the analysis and recommendations
#TASK CRITERIA:
● Utilize relevant data sources, metrics, and analytical techniques to provide an objective evaluation of each product's market performance, customer adoption, revenue generation, and growth potential
● Deliver actionable insights and strategic recommendations based on the analysis
● Focus on providing a comprehensive and in-depth analysis of each product
● Avoid making subjective or unsubstantiated claims
#INFORMATION ABOUT ME:
● Product 1: [INSERT PRODUCT 1 NAME]
● Product 2: [INSERT PRODUCT 2 NAME]
● Relevant Data Sources: [LIST RELEVANT DATA SOURCES]
#RESPONSE FORMAT:
Use the following format for the response:
Executive Summary
Data Sources
● Data Source 1
● Data Source 2
● Data Source 3
Product 1 Analysis
Product Name
Key Metrics
● Metric 1: Value 1
● Metric 2: Value 2
● Metric 3: Value 3
Market Performance Insights
Customer Adoption Analysis
Revenue Growth Assessment
SWOT Analysis
Strengths:
● Strength 1
● Strength 2
Weaknesses:
● Weakness 1
● Weakness 2
Opportunities:
● Opportunity 1
● Opportunity 2
Threats:
● Threat 1
● Threat 2
Product 2 Analysis
Product Name
Key Metrics
● Metric 1: Value 1
● Metric 2: Value 2
● Metric 3: Value 3
Market Performance Insights
Customer Adoption Analysis
Revenue Growth Assessment
SWOT Analysis
Strengths:
● Strength 1
● Strength 2
Weaknesses:
● Weakness 1
● Weakness 2
Opportunities:
● Opportunity 1
● Opportunity 2
Threats:
● Threat 1
● Threat 2
Comparative Analysis
Strategic Recommendations
1. Recommendation 1
2. Recommendation 2
3. Recommendation 3
Next StepsHow to use the prompt
- Add the real context
Provide the question or decision the analysis must support and replace broad statements with facts.
- Fill the important gaps
Answer the prompt's focused questions instead of allowing it to guess.
- Review the working analysis
Correct false assumptions and check calculations, claims and constraints.
- Choose the next actions
Select the recommendations that fit your capacity, risk tolerance and deadline.
- Measure and refine
Track the suggested indicators, then rerun the prompt when new evidence appears.
Run Product Performance Analysis FAQ
What does the Run Product Performance Analysis prompt do?
It helps you run product performance analysis through a structured workflow and produces evidence-backed analysis and recommendations.
What information should I provide?
Start with the question or decision the analysis must support, available data, documents, links or observations, relevant segment, geography and time period. Add constraints and examples for a more specific result.
Which AI tools work with this prompt?
The prompt works with ChatGPT, Claude, Gemini and other capable conversational models that can follow a multi-step brief.
Can I rely on the output without reviewing it?
No. Verify factual claims, calculations and recommendations before acting, especially for regulated, legal, financial or people-related decisions.