{"organizationUsername":"ap_dev","createdAt":"2025-08-27T17:14:35.172Z","aiPlatform":"claude-code","visibility":"public","aiPlatformVersion":null,"description":"Sentiment Analyzer command provides comprehensive insights into customer sentiment, sales representative performance, and critical conversation dynamics.","search_content":"sentiment analyzer sentiment analyzer command provides comprehensive insights into customer sentiment, sales representative performance, and critical conversation dynamics. /sentiment-analyzer data-analysis claude-code","commandName":"/sentiment-analyzer","category":"data-analysis","stars":0,"inputParameters":[{"name":"report_name","description":"Specific report(s) to analyze","label":"report_name","type":"text","required":false,"defaultValue":""},{"name":"drive_folder","description":"Location of files within Google Drive","label":"drive_folder","type":"text","required":false,"defaultValue":""},{"name":"analysis_depth","description":"Type of analysis (level)","label":"analysis_depth","type":"text","required":false,"defaultValue":""},{"name":"output_format","description":"Output format of the report","label":"output_format","type":"text","required":false,"defaultValue":""},{"name":"include_recommendations","description":"Coaching recommendations for Sales Representative","label":"include_recommendations","type":"text","required":false,"defaultValue":""}],"copyCount":0,"type":"command","price":"free","instructions":"# Read AI Meeting Sentiment Analyzer\n\nAn advanced AI-powered tool for analyzing sentiment patterns in Read AI meeting reports stored in Google Drive. This command provides comprehensive insights into customer sentiment, sales representative performance, and critical conversation dynamics.\n\n## Purpose\n\nTransform your Read AI meeting recordings into actionable business intelligence by:\n\n- Scoring customer sentiment and sales rep confidence (1-10 scale)\n- Identifying key moments where sentiment shifts occur\n- Analyzing effectiveness during objections, pricing discussions, and demos\n- Generating coaching recommendations for improved outcomes\n- Cross-referencing patterns with historical deal success rates\n\n## Prerequisites\n\n1. **Google Drive Access**: Ensure you have access to the Google Drive containing Read AI meeting reports\n1. **MCP Servers Required**:\n- `zapier` - For accessing Google Drive files\n- `google-docs-mcp` - For reading and analyzing fetched Google Docs\n- `filesystem` - For saving analysis reports\n\n## Usage\n\n### Detailed Report\n\n```bash\n/sentiment-analyzer\n```\n\n## Output\n\n### Sentiment Scores\n\n- **Customer Sentiment (1-10)**: Measures engagement and receptiveness\n- **Sales Rep Confidence (1-10)**: Evaluates presenter effectiveness\n- **Deal Probability**: High/Medium/Low assessment based on patterns\n\n### Critical Moments Analysis\n\n- **Objection Handling**: How well concerns were addressed\n- **Pricing Discussions**: Reaction to cost and value proposition\n- **Product Demonstrations**: Engagement level and interest indicators\n\n### Coaching Recommendations\n\n- **Tone Improvements**: Specific suggestions for better communication\n- **Product Positioning**: Insights on features that resonate\n- **Pricing Strategy**: Feedback on value presentation\n\n### Timeline Visualization\n\nVisual representation of sentiment changes throughout the meeting with:\n\n- Timestamp markers for key moments\n- Trigger identification for sentiment shifts\n- Missed opportunity flags\n\n## Output Formats\n\n### Markdown Report (Default)\n\nA comprehensive, formatted report with sections for:\n\n- Executive Summary\n- Sentiment Timeline\n- Critical Moments Analysis\n- Coaching Recommendations\n- Deal Risk Assessment\n- Historical Pattern Comparison\n\n### JSON Export\n\nStructured data output for:\n\n- Integration with CRM systems\n- Custom dashboard creation\n- Programmatic analysis\n- Data warehousing\n\n## Configuration Options\n\n| Parameter | Options | Default | Description |\n| --- | --- | --- | --- |\n| `report_name` | Meeting title or \"auto-select\" | auto-select | Specific report to analyze |\n| `drive_folder` | Folder path | AI Labs/Meeting Notes (Read AI) | Google Drive folder location |\n| `analysis_depth` | comprehensive, standard, quick | comprehensive | Level of analysis detail |\n| `output_format` | markdown, json, both | markdown | Report format |\n| `include_recommendations` | yes, no | yes | Include coaching suggestions |\n\n## Analysis Depth Levels\n\n### Comprehensive (Default)\n\n- Full transcript analysis\n- Linguistic pattern detection\n- Historical comparison\n- Predictive insights\n- Detailed coaching recommendations\n\n### Standard\n\n- Core sentiment scoring\n- Key moment identification\n- Basic recommendations\n- Summary insights\n\n### Quick\n\n- Rapid sentiment overview\n- High-level scores\n- Top 3 recommendations\n- Executive summary only\n\n## Key Features\n\n### Sentiment Evolution Tracking\n\n- Maps emotional journey throughout the conversation\n- Identifies inflection points and their causes\n- Correlates sentiment with specific topics\n\n### Pattern Recognition\n\n- Compares against successful deal patterns\n- Identifies recurring objection themes\n- Highlights effective sales techniques\n\n### Actionable Insights\n\n- Specific phrases to improve or avoid\n- Optimal follow-up timing recommendations\n- Risk mitigation strategies\n\n## Example Output\n\n# Sentiment Analysis Report: Q4 Sales Call - Acme Corp\n\n**Date**: 2024-12-15\n\n**Duration**: 45 minutes\n\n## Executive Summary\n\n- Overall Customer Sentiment: 7.5/10 ↑\n- Sales Rep Confidence: 8/10\n- Deal Probability: High\n- Key Recommendation: Schedule technical deep-dive within 48 hours\n\n## Critical Moments\n\n### Pricing Discussion (15:30)\n\n- Sentiment dropped from 8 to 6\n- Recovery through value demonstration\n- Recommendation: Lead with ROI metrics earlier\n\n[... detailed analysis continues ...]\n\n## Troubleshooting\n\n### Common Issues\n\n**Report Not Found**\n\n- Verify the exact meeting title\n- Check folder permissions in Google Drive\n- Use auto-select mode to see available reports\n\n**Access Denied**\n\n- Ensure Google Drive MCP server is properly configured\n- Verify you have read access to the folder\n\n**Incomplete Analysis**\n\n- Check if the meeting report contains transcript data\n- Ensure sufficient content for analysis (minimum 10 minutes)\n\n## Privacy & Security\n\n- All analysis is performed locally through MCP servers\n- No data is sent to external services\n- Reports are saved to your local filesystem\n- Google Drive access is read-only\n\n## Best Practices\n\n1. **Regular Analysis**: Analyze key meetings within 24 hours for timely coaching\n1. **Pattern Building**: Analyze multiple meetings to identify trends\n1. **Team Sharing**: Share insights with sales teams for collective improvement\n1. **Follow-up Actions**: Use recommendations to guide next interactions\n\n## License\n\nMIT License. All rights reserved.\n\n---\n\n*Copyright © 2025 AlphaPoint.com*","mcp_search_content":"docker-filesystem docker-gdrive","userId":"9SvEH1x7jLQs7vywARPKUuMd4Ix1","name":"sentiment-analyzer","mcpRequirements":[{"tier":"required","serverId":"docker-filesystem"},{"tier":"required","serverId":"docker-gdrive"}],"contentHash":"2cc275b0df3a81503a87dda7519edb3d990a9281d5a462aca9851b03f3bb0b20","content":"---\r\nallowed-tools: zapier, google-docs-mcp, filesystem\r\ndescription: Sentiment Analysis\r\n---\r\n\r\n# Sentiment Analysis\r\n\r\n## Context\r\n- Index file: @Sales/index (ID: 1YVziqmp0l-xk2c1wv-pHgtzJJ6yjoWvVTxIbSonWji4)\r\n- Shared drive: AP Meeting Notes & Recordings (ID: 0AF_gU5xtoKvkUk9PVA)\r\n- Sales folder: All Meetings/Sales (ID: 1Ls6qeuWMJdb1HkVJ1cdA_VMr5Nc2e6yN)\r\n- Transcripts folder: Sales/Transcripts (ID: 1FNRRtCdDSSUGJauF4HzSoPhoR0p7EzmH)\r\n\r\n## Your Task\r\n\r\n1. **Get user requirements**\r\n   - Ask: \"Which meeting(s) would you like sentiment analysis for? Provide names or describe your requirements (e.g., 'all Q4 deals', 'meetings with Client_X', 'Person_X's last week calls with Client_X', etc.)\"\r\n   - Parse user description to identify relevant meetings\r\n\r\n2. **Find matching meetings**\r\n   - Search index (ID: 1YVziqmp0l-xk2c1wv-pHgtzJJ6yjoWvVTxIbSonWji4) for meetings matching user criteria\r\n   - Display found meetings: \"[Meeting Title] - [Date] - [Client]\"\r\n   - Ask: \"Proceed with these meetings? (yes/no/change description)\"\r\n   - If \"change description\", return to step 1\r\n\r\n3. **Retrieve and analyze transcripts**\r\n   - Access Transcripts folder (ID: 1FNRRtCdDSSUGJauF4HzSoPhoR0p7EzmH)\r\n   - Read selected transcript files using google-docs-mcp\r\n   - Perform sentiment analysis on each\r\n\r\n4. **Sequential Sentiment Analysis**\r\n   Analyze the following meeting transcript for sentiment patterns:\r\n   \r\n   **Customer Sentiment Evolution:**\r\n   - Initial sentiment baseline\r\n   - Sentiment shifts during objections\r\n   - Reactions to pricing discussions\r\n   - Response to product demonstrations\r\n   - Final sentiment state\r\n   \r\n   **Sales Representative Analysis:**\r\n   - Confidence level throughout the call\r\n   - Handling of objections\r\n   - Tone during critical moments\r\n   - Persuasion effectiveness\r\n   \r\n   **Key Inflection Points:**\r\n   - Identify exact moments of sentiment change\r\n   - Catalog triggers for positive/negative shifts\r\n   - Note missed opportunities\r\n\r\n5. **Sentiment Scoring Framework**\r\n   \r\n   **Customer Sentiment Score (1-10):**\r\n   - 1-3: Negative (resistance, skepticism, disengagement)\r\n   - 4-6: Neutral (cautious interest, information gathering)\r\n   - 7-10: Positive (engaged, enthusiastic, ready to proceed)\r\n   \r\n   **Sales Rep Confidence Score (1-10):**\r\n   - 1-3: Low confidence (hesitant, uncertain, defensive)\r\n   - 4-6: Moderate confidence (steady, informative)\r\n   - 7-10: High confidence (assertive, compelling, authoritative)\r\n\r\n6. **Critical Moment Detection**\r\n   \r\n   **Pricing Discussion Analysis:**\r\n   - Track sentiment before/during/after pricing reveal\r\n   - Identify value justification effectiveness\r\n   - Note any pricing pushback patterns\r\n   \r\n   **Product Demo Analysis:**\r\n   - Engagement level during demonstrations\r\n   - Questions asked (quantity and quality)\r\n   - Feature interest mapping\r\n\r\n7. **Generate Comprehensive Report**\r\n   ```markdown\r\n   # Sentiment Analysis Report: [Meeting Title]\r\n   **Date**: [Meeting Date]\r\n   **Participants**: [List]\r\n   **Duration**: [Time]\r\n   \r\n   ## Executive Summary\r\n   - Overall Customer Sentiment: [Score]/10\r\n   - Sales Rep Confidence: [Score]/10\r\n   - Deal Probability: [High/Medium/Low]\r\n   - Key Recommendation: [Primary action item]\r\n   \r\n   ## Sentiment Timeline\r\n   [Visual representation of sentiment changes throughout the meeting]\r\n   \r\n   ## Critical Moments Analysis\r\n   ### Pricing Discussion\r\n   [Analysis of pricing conversation dynamics]\r\n   \r\n   ### Product Demonstration\r\n   [Engagement and interest analysis]\r\n   \r\n   ## Sentiment Shift Analysis\r\n   [Table of major sentiment changes with timestamps and triggers]\r\n   \r\n   ## Coaching Recommendations\r\n   ### Tone Improvement\r\n   - [Specific suggestions for tone adjustment]\r\n   - [Example phrases that could be improved]\r\n   \r\n   ### Product Positioning Insights\r\n   - [Features that resonated most]\r\n   - [Areas needing better explanation]\r\n   \r\n   ### Pricing Strategy Feedback\r\n   - [Effectiveness of value proposition]\r\n   - [Suggestions for pricing presentation]\r\n   \r\n   ## Deal Risk Assessment\r\n   - **Risk Factors**: [List]\r\n   - **Opportunity Factors**: [List]\r\n   - **Recommended Next Steps**: [Actionable items]\r\n   \r\n   ## Historical Pattern Comparison\r\n   [How this meeting compares to similar successful/unsuccessful deals]---\r\nallowed-tools: zapier, google-docs-mcp, filesystem\r\ndescription: Sentiment Analysis\r\n---\r\n\r\n# Sentiment Analysis\r\n\r\n## Context\r\n- Index file: @Sales/index (ID: 1YVziqmp0l-xk2c1wv-pHgtzJJ6yjoWvVTxIbSonWji4)\r\n- Shared drive: AP Meeting Notes & Recordings (ID: 0AF_gU5xtoKvkUk9PVA)\r\n- Sales folder: All Meetings/Sales (ID: 1Ls6qeuWMJdb1HkVJ1cdA_VMr5Nc2e6yN)\r\n- Transcripts folder: Sales/Transcripts (ID: 1FNRRtCdDSSUGJauF4HzSoPhoR0p7EzmH)\r\n\r\n## Your Task\r\n\r\n1. **Get user requirements**\r\n   - Ask: \"Which meeting(s) would you like sentiment analysis for? Provide names or describe your requirements (e.g., 'all Q4 deals', 'meetings with Client_X', 'Person_X's last week calls with Client_X', etc.)\"\r\n   - Parse user description to identify relevant meetings\r\n\r\n2. **Find matching meetings**\r\n   - Search index (ID: 1YVziqmp0l-xk2c1wv-pHgtzJJ6yjoWvVTxIbSonWji4) for meetings matching user criteria\r\n   - Display found meetings: \"[Meeting Title] - [Date] - [Client]\"\r\n   - Ask: \"Proceed with these meetings? (yes/no/change description)\"\r\n   - If \"change description\", return to step 1\r\n\r\n3. **Retrieve and analyze transcripts**\r\n   - Access Transcripts folder (ID: 1FNRRtCdDSSUGJauF4HzSoPhoR0p7EzmH)\r\n   - Read selected transcript files using google-docs-mcp\r\n   - Perform sentiment analysis on each\r\n\r\n4. **Sequential Sentiment Analysis**\r\n   Analyze the following meeting transcript for sentiment patterns:\r\n   \r\n   **Customer Sentiment Evolution:**\r\n   - Initial sentiment baseline\r\n   - Sentiment shifts during objections\r\n   - Reactions to pricing discussions\r\n   - Response to product demonstrations\r\n   - Final sentiment state\r\n   \r\n   **Sales Representative Analysis:**\r\n   - Confidence level throughout the call\r\n   - Handling of objections\r\n   - Tone during critical moments\r\n   - Persuasion effectiveness\r\n   \r\n   **Key Inflection Points:**\r\n   - Identify exact moments of sentiment change\r\n   - Catalog triggers for positive/negative shifts\r\n   - Note missed opportunities\r\n\r\n5. **Sentiment Scoring Framework**\r\n   \r\n   **Customer Sentiment Score (1-10):**\r\n   - 1-3: Negative (resistance, skepticism, disengagement)\r\n   - 4-6: Neutral (cautious interest, information gathering)\r\n   - 7-10: Positive (engaged, enthusiastic, ready to proceed)\r\n   \r\n   **Sales Rep Confidence Score (1-10):**\r\n   - 1-3: Low confidence (hesitant, uncertain, defensive)\r\n   - 4-6: Moderate confidence (steady, informative)\r\n   - 7-10: High confidence (assertive, compelling, authoritative)\r\n\r\n6. **Critical Moment Detection**\r\n   \r\n   **Pricing Discussion Analysis:**\r\n   - Track sentiment before/during/after pricing reveal\r\n   - Identify value justification effectiveness\r\n   - Note any pricing pushback patterns\r\n   \r\n   **Product Demo Analysis:**\r\n   - Engagement level during demonstrations\r\n   - Questions asked (quantity and quality)\r\n   - Feature interest mapping\r\n\r\n7. **Generate Comprehensive Report**\r\n   ```markdown\r\n   # Sentiment Analysis Report: [Meeting Title]\r\n   **Date**: [Meeting Date]\r\n   **Participants**: [List]\r\n   **Duration**: [Time]\r\n   \r\n   ## Executive Summary\r\n   - Overall Customer Sentiment: [Score]/10\r\n   - Sales Rep Confidence: [Score]/10\r\n   - Deal Probability: [High/Medium/Low]\r\n   - Key Recommendation: [Primary action item]\r\n   \r\n   ## Sentiment Timeline\r\n   [Visual representation of sentiment changes throughout the meeting]\r\n   \r\n   ## Critical Moments Analysis\r\n   ### Pricing Discussion\r\n   [Analysis of pricing conversation dynamics]\r\n   \r\n   ### Product Demonstration\r\n   [Engagement and interest analysis]\r\n   \r\n   ## Sentiment Shift Analysis\r\n   [Table of major sentiment changes with timestamps and triggers]\r\n   \r\n   ## Coaching Recommendations\r\n   ### Tone Improvement\r\n   - [Specific suggestions for tone adjustment]\r\n   - [Example phrases that could be improved]\r\n   \r\n   ### Product Positioning Insights\r\n   - [Features that resonated most]\r\n   - [Areas needing better explanation]\r\n   \r\n   ### Pricing Strategy Feedback\r\n   - [Effectiveness of value proposition]\r\n   - [Suggestions for pricing presentation]\r\n   \r\n   ## Deal Risk Assessment\r\n   - **Risk Factors**: [List]\r\n   - **Opportunity Factors**: [List]\r\n   - **Recommended Next Steps**: [Actionable items]\r\n   \r\n   ## Historical Pattern Comparison\r\n   [How this meeting compares to similar successful/unsuccessful deals]","updatedAt":"2025-08-27T17:14:35.172Z","title":"Sentiment Analyzer","userInteraction":{"userHasStarred":false}}