Sopact AI GPT for Social Impact

Hey Impact Champion!

Your download of the Actionable Impact Measurement Framework is just the beginning. Together with 25,000+ mission-driven organizations, you’re helping shape a future where every effort counts.

At SoPact, we’re far from perfect—but we’re on a mission. Working in an open-source, collaborative way means your feedback can truly change how impact is measured and achieved around the world.

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Strategy

1. Logic Model
   • Guides users in developing a clear and detailed logic model, starting with a problem statement, defining activities, inputs, outputs, and outcomes.
   • Provides templates and suggestions to ensure alignment with program goals and metrics.
2. Theory of Change
   • Helps users create a narrative-driven Theory of Change that maps pathways to long-term outcomes.
   • Includes inputs, outputs, short-term, intermediate, and long-term outcomes, with a focus on assumptions and impact pathways.
3. Choosing Right Impact Metrics
   • Facilitates the selection of impact metrics tailored to program goals.
   • Focuses on aligning metrics for reporting, storytelling, or meeting corporate requirements.
4. Choosing the Right Impact Metrics for Storytelling
   • Emphasizes creating compelling narratives by aligning metrics with program outcomes.
   • Guides organizations on balancing data-driven stories with donor expectations.
5. Analyze Transcript
   • Provides tools to analyze transcripts for themes, outcomes, and key insights.
   • Supports data-driven storytelling with structured analysis outputs.
6. Convert Transcript to Google Sheet
   • Assists in organizing transcripts into structured Google Sheets for better analysis.
   • Supports extraction of key data fields and categorization.
7. Convert Audio to Transcript
   • Guides users on using tools to convert audio into text for analysis.
   • Provides instructions for accurate transcription and editing.
8. Convert Video to Transcript
   • Similar to audio transcription but focused on video content.
   • Ensures video data is accessible for analysis and reporting.

Data & Survey

1. Introduction to Survey Design
   • Introduces users to basic principles of survey creation and analytics.
   • Offers guidance for first-time users to design effective surveys.
2. Popular Survey Clusters
   • Explores standardized survey frameworks like SDGs, GRI, Outcome Star, and more.
   • Offers pre-defined survey options aligned with global standards.
3. Build Custom Surveys
   • Enables users to create tailored surveys for specific needs.
   • Focuses on ensuring alignment with logic models and desired outcomes.
4. Checklist for Effective Surveys
   • Provides a detailed checklist to validate and refine survey questions.
   • Ensures surveys gather actionable and focused insights.
5. Optimize Your Survey
   • Improves survey design by reviewing questions for clarity and alignment.
   • Focuses on maximizing actionable insights and minimizing biases.
6. Generate Sopact Survey Code
   • Converts survey questions into a format compatible with Sopact tools.
   • Supports longitudinal and baseline survey structures.
7. Generate Simulation Data
   • Creates simulated datasets for testing surveys and preparing for real-world deployment.
   • Includes analysis guidance for both qualitative and quantitative responses.
8. Design Surveys with Logic Models
   • Links survey questions with logic models to ensure comprehensive data collection.
   • Provides step-by-step guidance for aligning surveys with broader goals.

Analysis

1. Qualitative Analysis
   • Tools to analyze qualitative data for recurring themes and insights.
   • Supports thematic analysis, sentiment analysis, and stakeholder feedback.
2. Quantitative Analysis
   • Focuses on statistical evaluation of survey data.
   • Includes aggregation, cross-tabulation, and insights into metrics.
3. Longitudinal Analysis
   • Compares pre- and post-survey results to measure changes over time.
   • Tracks shifts in outcomes and identifies areas of improvement.
4. Thematic Analysis
   • Extracts and categorizes themes from qualitative responses.
   • Provides counts, percentages, and correlations between responses.
5. Combining Qualitative and Quantitative Data
   • Merges data from open-ended and close-ended questions for richer insights.
   • Enables organizations to build comprehensive narratives.
6. Cohort Analysis
   • Tracks specific participant groups over time.
   • Measures the impact and long-term effectiveness of programs.

Reporting & Storytelling

1. Problem Statement
   • Helps users articulate the core challenge their program addresses.
   • Provides a format to link problems to solutions and target audiences.
2. Activities, Outputs, and Outcomes
   • Guides users in identifying and structuring program activities, outputs, and outcomes.
   • Links them to data collection strategies for accurate reporting.
3. Impact Measurement Process
   • Walks users through designing impact measurement strategies.
   • Covers data collection channels, survey methods, and alignment with standards.
4. Automatic Quantitative Data Tagging
   • Enables tagging of close-ended survey data for quick insights.
   • Focuses on identifying trends and themes in numerical responses.
5. Automatic Qualitative Data Tagging
   • Tags open-ended responses for thematic insights.
   • Uses AI-driven categorization to streamline qualitative analysis.
6. Custom Qualitative Data Tagging
   • Allows for tailored tagging of qualitative data.
   • Supports deeper, context-specific insights.
7. Testimony Extraction
   • Identifies and highlights impactful participant testimonies.
   • Focuses on qualitative feedback that supports storytelling.
8. Measuring Change Across Time
   • Tracks changes in key metrics from baseline to follow-up.
   • Provides a detailed view of program impact over time.
9. Summary Insights
   • Generates concise summaries of data analysis for stakeholders.
   • Emphasizes key findings, trends, and actionable insights.
10. Final Report Generation
    • Structures and organizes data into a comprehensive impact report.
    • Includes sections like methodology, findings, discussion, and recommendations.

Key Features Across Menus

• Dynamic Alignment with Standards: Ensures surveys and reports align with global standards like SDGs, IRIS+, and GRI.
• AI-Powered Insights: Automates qualitative and quantitative analysis, saving time and improving accuracy.
• Customization and Flexibility: Allows for tailored approaches to impact strategy, survey design, and reporting.
• Comprehensive Support: Guides users through every step of impact management, from logic model creation to final storytelling.

This structured breakdown covers all the menus and their submenus, emphasizing how each component supports users in their sustainability and impact initiatives.

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