AI Prompts for M&E
Browse 54 action-based prompts or build a custom prompt tailored to your task, sector, and donor framework
Create a Theory of Change
Build a theory of change showing how your program activities lead to outcomes and impact, with assumptions and risks identified.
Create a Logframe
Build a logical framework with goals, outcomes, outputs, activities, indicators, means of verification, and assumptions.
Create a MEL Plan
Develop a monitoring, evaluation, and learning plan with indicators, data collection methods, timelines, and responsibilities.
Create an Evaluation Matrix
Build an evaluation matrix linking evaluation questions to criteria, indicators, data sources, and methods.
Create SMART Indicators
Generate specific, measurable, achievable, relevant, and time-bound indicators from your program objectives.
Create an Indicator Reference Sheet
Document how each indicator is defined, measured, disaggregated, and reported — with baselines and targets.
Create a Learning Agenda
Develop learning questions, methods, and a plan for how your program will capture and use lessons.
Create a Data Use Plan
Map out who needs what data, when, and how it will inform decisions at each level of your program.
Create a Stakeholder Map
Identify and categorize stakeholders by their interest, influence, and role in your M&E system.
Create an M&E Budget
Build a justified M&E budget with line items for data collection, staffing, analysis, and reporting.
Create a Results Framework
Build a multi-level results chain showing how inputs lead to activities, outputs, outcomes, and impact.
Create a Beneficiary Feedback System
Design channels for collecting, processing, and responding to feedback from the people your program serves.
Draft a Progress Report
Write a structured progress report for your donor with activities, results, challenges, and next steps.
Draft an Evaluation Report
Write up evaluation findings into a professional report with methodology, results, and recommendations.
Draft an Executive Summary
Create a concise 1-2 page summary of a longer M&E document for busy decision-makers.
Draft a Case Study
Write a structured case study documenting a program success, challenge, or lesson learned.
Draft Evaluation Terms of Reference
Write terms of reference for commissioning an external evaluation, including scope, questions, and methodology.
Draft Lessons Learned
Capture and organize lessons from program implementation into a structured document for future use.
Draft an M&E Section for a Proposal
Write the monitoring and evaluation section of a funding proposal with approach, indicators, and budget.
Draft a Communication Plan for Findings
Plan how to share M&E findings with different audiences — donors, staff, communities, and partners.
Review My Logframe
Get structured feedback on your logframe's logic, indicator quality, assumptions, and completeness.
Review My MEL Plan
Get feedback on your MEL plan's completeness, feasibility, indicator quality, and alignment with program design.
Review My Theory of Change
Get feedback on your ToC's causal logic, assumptions, evidence base, and completeness.
Review My Indicators
Get each indicator assessed for SMART criteria, measurability, and alignment with your results framework.
Review My Evaluation Design
Get feedback on your evaluation methodology, questions, sampling, and analysis plan before fieldwork.
Review My Data Collection Tool
Get feedback on your survey, interview guide, or checklist for clarity, bias, skip logic, and completeness.
Review My Proposal M&E Section
Get feedback on the M&E section of your proposal for technical quality, completeness, and donor alignment.
Review My Report Draft
Get structured feedback on a report draft for clarity, evidence, logic, and actionable recommendations.
Analyze Survey Data
Get help calculating frequencies, means, cross-tabulations, and interpreting patterns in your survey results.
Analyze Interview Transcripts
Get help identifying themes, extracting key quotes, and summarizing findings from interview or FGD transcripts.
Code Qualitative Data
Create a codebook and systematically code interview or focus group data into themes and sub-themes.
Summarize a Long Report
Get a structured summary of a lengthy M&E document — key findings, recommendations, and action items.
Extract Key Findings from a Document
Pull out the main findings, data points, and recommendations from a report or evaluation.
Compare Baseline vs Endline Results
Analyze changes between baseline and endline data, identify significant shifts, and interpret what they mean.
Identify Patterns Across Datasets
Find trends, outliers, and patterns across multiple data sources or reporting periods.
Conduct a Gender Analysis
Analyze your M&E data through a gender lens — disaggregation, differential impacts, and inclusion gaps.
Design a Household Survey
Create a structured survey questionnaire for household or beneficiary data collection.
Design an Interview Guide
Create a semi-structured interview guide with opening, probing, and closing questions.
Design a Focus Group Guide
Create a focus group discussion guide with icebreakers, key questions, probes, and facilitation notes.
Design an Observation Checklist
Create a structured checklist for field observations with clear criteria and rating scales.
Design a Sampling Strategy
Determine how to select your study sample — method, size, stratification, and practical considerations.
Design a Baseline Study
Plan your program's baseline data collection — what to measure, how, and what tools you need.
Design a Rapid Assessment
Plan a quick assessment to get actionable data within 1-2 weeks for urgent decisions.
Design a Mid-Term Evaluation
Plan a mid-term evaluation to check program progress, relevance, and early outcomes.
Check USAID MEL Compliance
Verify your MEL documentation meets USAID ADS 201 standards and CLA requirements.
Check BHA Indicator Requirements
Validate your indicators against BHA (Bureau for Humanitarian Assistance) standard indicator requirements.
Check USAID PMP Standards
Verify your Performance Monitoring Plan meets USAID PMP requirements before submission.
Check Value for Money
Assess whether your program delivers good value across economy, efficiency, effectiveness, and equity.
Check Data Quality Standards
Assess the reliability, validity, completeness, and timeliness of your monitoring data.
Explain an M&E Concept
Get a clear, jargon-free explanation of any M&E concept — from theory of change to contribution analysis.
Compare Evaluation Approaches
Understand the differences between evaluation methodologies and when to use each one.
Suggest the Right Methodology
Describe your program and constraints, and get recommendations for the best evaluation approach.
Help Me Choose Indicators
Describe your program objectives and get suggestions for appropriate indicators to track progress.
Walk Me Through Data Analysis
Get step-by-step guidance on how to analyze your specific type of M&E data.
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