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Kommo CRM MCP Server

test_results.json65.5 kB
{ "summary": { "total": 54, "successful": 54, "failed": 0, "duration": 2722.5, "avgTimePerQuestion": 50.416666666666664 }, "patterns": { "temporalFilters": {}, "categoryFilters": {}, "monthFilters": {}, "leadAnalysis": { "average": 13928.314814814816, "max": 13929, "min": 13928 } }, "improvements": [ "📅 54 perguntas com período não detectado", "🏷️ 54 perguntas com categoria não detectada", "⚡ Performance: 2722.5s para 50 perguntas é lento", "📊 37 perguntas com número inconsistente de leads analisados" ], "problematicQuestions": [], "allResults": [ { "question": "quantas vendas tivemos hoje?", "success": true, "response": "{\n \"agent_response\": {\n \"response\": \"💰 **Análise de Vendas**\\n\\n📊 **Total de vendas:** 23\\n💵 **Valor total:** R$ 57.426,00\\n📈 **Ticket médio:** R$ 2.496,783\\n\\n⏰ **Período:** Hoje\\n\\n\\n🔍 **Insights:**\\n• 🎯 23 vendas identificadas\\n• 💎 Ticket médio de R$ 2.496,783\\n• 🏆 Top status: Sem status (23)\\n\\n\\n💡 **Sugestões:**\\n• Pergunte sobre detalhes de contatos das vendas\\n• Analise conversão de leads para vendas\\n• Compare com períodos anteriores\\n\",\n \"metadata\": {\n \"total_leads_analyzed\": 13928,\n \"temporal_filter\": \"today\",\n \"category_filter\": null,\n \"month_filter\": null,\n \"current_year\": 2025,\n \"timestamp\": \"2025-09-16T18:36:42.687Z\"\n }\n },\n \"user_message\": \"quantas vendas tivemos hoje?\",\n \"metadata\": {\n \"total_leads_analyzed\": 13928,\n \"response_type\": \"conversational_ai\",\n \"timestamp\": \"2025-09-16T18:36:42.687Z\"\n }\n}", "metadata": { "total_leads_analyzed": 13928, "response_type": "conversational_ai", "timestamp": "2025-09-16T18:36:42.687Z" } }, { "question": "quantas vendas ontem?", "success": true, "response": "{\n \"agent_response\": {\n \"response\": \"💰 **Análise de Vendas**\\n\\n📊 **Total de vendas:** 22\\n💵 **Valor total:** R$ 164.548,00\\n📈 **Ticket médio:** R$ 7.479,455\\n\\n⏰ **Período:** Ontem\\n\\n\\n🔍 **Insights:**\\n• 🎯 22 vendas identificadas\\n• 💎 Ticket médio de R$ 7.479,455\\n• 🏆 Top status: Sem status (22)\\n\\n\\n💡 **Sugestões:**\\n• Pergunte sobre detalhes de contatos das vendas\\n• Analise conversão de leads para vendas\\n• Compare com períodos anteriores\\n\",\n \"metadata\": {\n \"total_leads_analyzed\": 13928,\n \"temporal_filter\": \"yesterday\",\n \"category_filter\": null,\n \"month_filter\": null,\n \"current_year\": 2025,\n \"timestamp\": \"2025-09-16T18:37:32.214Z\"\n }\n },\n \"user_message\": \"quantas vendas ontem?\",\n \"metadata\": {\n \"total_leads_analyzed\": 13928,\n \"response_type\": \"conversational_ai\",\n \"timestamp\": \"2025-09-16T18:37:32.214Z\"\n }\n}", "metadata": { "total_leads_analyzed": 13928, "response_type": "conversational_ai", "timestamp": "2025-09-16T18:37:32.214Z" } }, { "question": "quantas vendas esta semana?", "success": true, "response": "{\n \"agent_response\": {\n \"response\": \"💰 **Análise de Vendas**\\n\\n📊 **Total de vendas:** 98\\n💵 **Valor total:** R$ 501.628,00\\n📈 **Ticket médio:** R$ 5.118,653\\n\\n⏰ **Período:** Esta semana\\n\\n\\n🔍 **Insights:**\\n• 🎯 98 vendas identificadas\\n• 💎 Ticket médio de R$ 5.118,653\\n• 🏆 Top status: Sem status (98)\\n\\n\\n💡 **Sugestões:**\\n• Pergunte sobre detalhes de contatos das vendas\\n• Analise conversão de leads para vendas\\n• Compare com períodos anteriores\\n\",\n \"metadata\": {\n \"total_leads_analyzed\": 13928,\n \"temporal_filter\": \"week\",\n \"category_filter\": null,\n \"month_filter\": null,\n \"current_year\": 2025,\n \"timestamp\": \"2025-09-16T18:38:23.430Z\"\n }\n },\n \"user_message\": \"quantas vendas esta semana?\",\n \"metadata\": {\n \"total_leads_analyzed\": 13928,\n \"response_type\": \"conversational_ai\",\n \"timestamp\": \"2025-09-16T18:38:23.430Z\"\n }\n}", "metadata": { "total_leads_analyzed": 13928, "response_type": "conversational_ai", "timestamp": "2025-09-16T18:38:23.430Z" } }, { "question": "quantas vendas semana passada?", "success": true, "response": "{\n \"agent_response\": {\n \"response\": \"💰 **Análise de Vendas**\\n\\n📊 **Total de vendas:** 73\\n💵 **Valor total:** R$ 426.982,00\\n📈 **Ticket médio:** R$ 5.849,068\\n\\n⏰ **Período:** Semana passada\\n\\n\\n🔍 **Insights:**\\n• 🎯 73 vendas identificadas\\n• 💎 Ticket médio de R$ 5.849,068\\n• 🏆 Top status: Sem status (73)\\n\\n\\n💡 **Sugestões:**\\n• Pergunte sobre detalhes de contatos das vendas\\n• Analise conversão de leads para vendas\\n• Compare com períodos anteriores\\n\",\n \"metadata\": {\n \"total_leads_analyzed\": 13928,\n \"temporal_filter\": \"last_week\",\n \"category_filter\": null,\n \"month_filter\": null,\n \"current_year\": 2025,\n \"timestamp\": \"2025-09-16T18:39:13.282Z\"\n }\n },\n \"user_message\": \"quantas vendas semana passada?\",\n \"metadata\": {\n \"total_leads_analyzed\": 13928,\n \"response_type\": \"conversational_ai\",\n \"timestamp\": \"2025-09-16T18:39:13.282Z\"\n }\n}", "metadata": { "total_leads_analyzed": 13928, "response_type": "conversational_ai", "timestamp": "2025-09-16T18:39:13.282Z" } }, { "question": "quantas vendas este mês?", "success": true, "response": "{\n \"agent_response\": {\n \"response\": \"💰 **Análise de Vendas**\\n\\n📊 **Total de vendas:** 300\\n💵 **Valor total:** R$ 1.745.388,00\\n📈 **Ticket médio:** R$ 5.817,96\\n\\n⏰ **Período:** Este mês\\n\\n\\n🔍 **Insights:**\\n• 🎯 300 vendas identificadas\\n• 💎 Ticket médio de R$ 5.817,96\\n• 🏆 Top status: Sem status (300)\\n\\n\\n💡 **Sugestões:**\\n• Pergunte sobre detalhes de contatos das vendas\\n• Analise conversão de leads para vendas\\n• Compare com períodos anteriores\\n\",\n \"metadata\": {\n \"total_leads_analyzed\": 13928,\n \"temporal_filter\": \"month\",\n \"category_filter\": null,\n \"month_filter\": null,\n \"current_year\": 2025,\n \"timestamp\": \"2025-09-16T18:40:00.810Z\"\n }\n },\n \"user_message\": \"quantas vendas este mês?\",\n \"metadata\": {\n \"total_leads_analyzed\": 13928,\n \"response_type\": \"conversational_ai\",\n \"timestamp\": \"2025-09-16T18:40:00.810Z\"\n }\n}", "metadata": { "total_leads_analyzed": 13928, "response_type": "conversational_ai", "timestamp": "2025-09-16T18:40:00.810Z" } }, { "question": "quantas vendas mês passado?", "success": true, "response": "{\n \"agent_response\": {\n \"response\": \"💰 **Análise de Vendas**\\n\\n📊 **Total de vendas:** 219\\n💵 **Valor total:** R$ 1.158.441,00\\n📈 **Ticket médio:** R$ 5.289,685\\n\\n⏰ **Período:** Mês passado\\n\\n\\n🔍 **Insights:**\\n• 🎯 219 vendas identificadas\\n• 💎 Ticket médio de R$ 5.289,685\\n• 🏆 Top status: Sem status (219)\\n\\n\\n💡 **Sugestões:**\\n• Pergunte sobre detalhes de contatos das vendas\\n• Analise conversão de leads para vendas\\n• Compare com períodos anteriores\\n\",\n \"metadata\": {\n \"total_leads_analyzed\": 13928,\n \"temporal_filter\": \"last_month\",\n \"category_filter\": null,\n \"month_filter\": null,\n \"current_year\": 2025,\n \"timestamp\": \"2025-09-16T18:40:53.606Z\"\n }\n },\n \"user_message\": \"quantas vendas mês passado?\",\n \"metadata\": {\n \"total_leads_analyzed\": 13928,\n \"response_type\": \"conversational_ai\",\n \"timestamp\": \"2025-09-16T18:40:53.606Z\"\n }\n}", "metadata": { "total_leads_analyzed": 13928, "response_type": "conversational_ai", "timestamp": "2025-09-16T18:40:53.606Z" } }, { "question": "quantas vendas este ano?", "success": true, "response": "{\n \"agent_response\": {\n \"response\": \"💰 **Análise de Vendas**\\n\\n📊 **Total de vendas:** 1390\\n💵 **Valor total:** R$ 8.507.444,00\\n📈 **Ticket médio:** R$ 6.120,463\\n\\n⏰ **Período:** Este ano\\n\\n\\n🔍 **Insights:**\\n• 🎯 1390 vendas identificadas\\n• 💎 Ticket médio de R$ 6.120,463\\n• 🏆 Top status: Sem status (1390)\\n\\n\\n💡 **Sugestões:**\\n• Pergunte sobre detalhes de contatos das vendas\\n• Analise conversão de leads para vendas\\n• Compare com períodos anteriores\\n\",\n \"metadata\": {\n \"total_leads_analyzed\": 13928,\n \"temporal_filter\": \"year\",\n \"category_filter\": null,\n \"month_filter\": null,\n \"current_year\": 2025,\n \"timestamp\": \"2025-09-16T18:41:49.871Z\"\n }\n },\n \"user_message\": \"quantas vendas este ano?\",\n \"metadata\": {\n \"total_leads_analyzed\": 13928,\n \"response_type\": \"conversational_ai\",\n \"timestamp\": \"2025-09-16T18:41:49.871Z\"\n }\n}", "metadata": { "total_leads_analyzed": 13928, "response_type": "conversational_ai", "timestamp": "2025-09-16T18:41:49.871Z" } }, { "question": "quantas vendas ano passado?", "success": true, "response": "{\n \"agent_response\": {\n \"response\": \"💰 **Análise de Vendas**\\n\\n📊 **Total de vendas:** 462\\n💵 **Valor total:** R$ 5.707.104,00\\n📈 **Ticket médio:** R$ 12.353,039\\n\\n⏰ **Período:** Ano passado\\n\\n\\n🔍 **Insights:**\\n• 🎯 462 vendas identificadas\\n• 💎 Ticket médio de R$ 12.353,039\\n• 🏆 Top status: Sem status (462)\\n\\n\\n💡 **Sugestões:**\\n• Pergunte sobre detalhes de contatos das vendas\\n• Analise conversão de leads para vendas\\n• Compare com períodos anteriores\\n\",\n \"metadata\": {\n \"total_leads_analyzed\": 13928,\n \"temporal_filter\": \"last_year\",\n \"category_filter\": null,\n \"month_filter\": null,\n \"current_year\": 2025,\n \"timestamp\": \"2025-09-16T18:42:42.060Z\"\n }\n },\n \"user_message\": \"quantas vendas ano passado?\",\n \"metadata\": {\n \"total_leads_analyzed\": 13928,\n \"response_type\": \"conversational_ai\",\n \"timestamp\": \"2025-09-16T18:42:42.060Z\"\n }\n}", "metadata": { "total_leads_analyzed": 13928, "response_type": "conversational_ai", "timestamp": "2025-09-16T18:42:42.060Z" } }, { "question": "quantas vendas em janeiro?", "success": true, "response": "{\n \"agent_response\": {\n \"response\": \"💰 **Análise de Vendas**\\n\\n📊 **Total de vendas:** 171\\n💵 **Valor total:** R$ 1.009.654,00\\n📈 **Ticket médio:** R$ 5.904,409\\n\\n📅 **Mês:** Janeiro de 2025\\n\\n\\n🔍 **Insights:**\\n• 🎯 171 vendas identificadas\\n• 💎 Ticket médio de R$ 5.904,409\\n• 🏆 Top status: Sem status (171)\\n\\n\\n💡 **Sugestões:**\\n• Pergunte sobre detalhes de contatos das vendas\\n• Analise conversão de leads para vendas\\n• Compare com períodos anteriores\\n\",\n \"metadata\": {\n \"total_leads_analyzed\": 13928,\n \"temporal_filter\": null,\n \"category_filter\": null,\n \"month_filter\": 0,\n \"current_year\": 2025,\n \"timestamp\": \"2025-09-16T18:43:31.175Z\"\n }\n },\n \"user_message\": \"quantas vendas em janeiro?\",\n \"metadata\": {\n \"total_leads_analyzed\": 13928,\n \"response_type\": \"conversational_ai\",\n \"timestamp\": \"2025-09-16T18:43:31.175Z\"\n }\n}", "metadata": { "total_leads_analyzed": 13928, "response_type": "conversational_ai", "timestamp": "2025-09-16T18:43:31.175Z" } }, { "question": "quantas vendas em fevereiro?", "success": true, "response": "{\n \"agent_response\": {\n \"response\": \"💰 **Análise de Vendas**\\n\\n📊 **Total de vendas:** 49\\n💵 **Valor total:** R$ 266.171,00\\n📈 **Ticket médio:** R$ 5.432,061\\n\\n📅 **Mês:** Fevereiro de 2025\\n\\n\\n🔍 **Insights:**\\n• 🎯 49 vendas identificadas\\n• 💎 Ticket médio de R$ 5.432,061\\n• 🏆 Top status: Sem status (49)\\n\\n\\n💡 **Sugestões:**\\n• Pergunte sobre detalhes de contatos das vendas\\n• Analise conversão de leads para vendas\\n• Compare com períodos anteriores\\n\",\n \"metadata\": {\n \"total_leads_analyzed\": 13928,\n \"temporal_filter\": null,\n \"category_filter\": null,\n \"month_filter\": 1,\n \"current_year\": 2025,\n \"timestamp\": \"2025-09-16T18:44:18.076Z\"\n }\n },\n \"user_message\": \"quantas vendas em fevereiro?\",\n \"metadata\": {\n \"total_leads_analyzed\": 13928,\n \"response_type\": \"conversational_ai\",\n \"timestamp\": \"2025-09-16T18:44:18.076Z\"\n }\n}", "metadata": { "total_leads_analyzed": 13928, "response_type": "conversational_ai", "timestamp": "2025-09-16T18:44:18.076Z" } }, { "question": "quantas vendas em março?", "success": true, "response": "{\n \"agent_response\": {\n \"response\": \"💰 **Análise de Vendas**\\n\\n📊 **Total de vendas:** 84\\n💵 **Valor total:** R$ 539.945,00\\n📈 **Ticket médio:** R$ 6.427,917\\n\\n📅 **Mês:** Março de 2025\\n\\n\\n🔍 **Insights:**\\n• 🎯 84 vendas identificadas\\n• 💎 Ticket médio de R$ 6.427,917\\n• 🏆 Top status: Sem status (84)\\n\\n\\n💡 **Sugestões:**\\n• Pergunte sobre detalhes de contatos das vendas\\n• Analise conversão de leads para vendas\\n• Compare com períodos anteriores\\n\",\n \"metadata\": {\n \"total_leads_analyzed\": 13928,\n \"temporal_filter\": null,\n \"category_filter\": null,\n \"month_filter\": 2,\n \"current_year\": 2025,\n \"timestamp\": \"2025-09-16T18:45:05.927Z\"\n }\n },\n \"user_message\": \"quantas vendas em março?\",\n \"metadata\": {\n \"total_leads_analyzed\": 13928,\n \"response_type\": \"conversational_ai\",\n \"timestamp\": \"2025-09-16T18:45:05.927Z\"\n }\n}", "metadata": { "total_leads_analyzed": 13928, "response_type": "conversational_ai", "timestamp": "2025-09-16T18:45:05.927Z" } }, { "question": "quantas vendas em abril?", "success": true, "response": "{\n \"agent_response\": {\n \"response\": \"💰 **Análise de Vendas**\\n\\n📊 **Total de vendas:** 89\\n💵 **Valor total:** R$ 1.327.142,00\\n📈 **Ticket médio:** R$ 14.911,708\\n\\n📅 **Mês:** Abril de 2025\\n\\n\\n🔍 **Insights:**\\n• 🎯 89 vendas identificadas\\n• 💎 Ticket médio de R$ 14.911,708\\n• 🏆 Top status: Sem status (89)\\n\\n\\n💡 **Sugestões:**\\n• Pergunte sobre detalhes de contatos das vendas\\n• Analise conversão de leads para vendas\\n• Compare com períodos anteriores\\n\",\n \"metadata\": {\n \"total_leads_analyzed\": 13928,\n \"temporal_filter\": null,\n \"category_filter\": null,\n \"month_filter\": 3,\n \"current_year\": 2025,\n \"timestamp\": \"2025-09-16T18:45:58.740Z\"\n }\n },\n \"user_message\": \"quantas vendas em abril?\",\n \"metadata\": {\n \"total_leads_analyzed\": 13928,\n \"response_type\": \"conversational_ai\",\n \"timestamp\": \"2025-09-16T18:45:58.740Z\"\n }\n}", "metadata": { "total_leads_analyzed": 13928, "response_type": "conversational_ai", "timestamp": "2025-09-16T18:45:58.740Z" } }, { "question": "quantas vendas em maio?", "success": true, "response": "{\n \"agent_response\": {\n \"response\": \"💰 **Análise de Vendas**\\n\\n📊 **Total de vendas:** 153\\n💵 **Valor total:** R$ 742.861,00\\n📈 **Ticket médio:** R$ 4.855,301\\n\\n📅 **Mês:** Maio de 2025\\n\\n\\n🔍 **Insights:**\\n• 🎯 153 vendas identificadas\\n• 💎 Ticket médio de R$ 4.855,301\\n• 🏆 Top status: Sem status (153)\\n\\n\\n💡 **Sugestões:**\\n• Pergunte sobre detalhes de contatos das vendas\\n• Analise conversão de leads para vendas\\n• Compare com períodos anteriores\\n\",\n \"metadata\": {\n \"total_leads_analyzed\": 13928,\n \"temporal_filter\": null,\n \"category_filter\": null,\n \"month_filter\": 4,\n \"current_year\": 2025,\n \"timestamp\": \"2025-09-16T18:46:51.464Z\"\n }\n },\n \"user_message\": \"quantas vendas em maio?\",\n \"metadata\": {\n \"total_leads_analyzed\": 13928,\n \"response_type\": \"conversational_ai\",\n \"timestamp\": \"2025-09-16T18:46:51.464Z\"\n }\n}", "metadata": { "total_leads_analyzed": 13928, "response_type": "conversational_ai", "timestamp": "2025-09-16T18:46:51.464Z" } }, { "question": "quantas vendas em junho?", "success": true, "response": "{\n \"agent_response\": {\n \"response\": \"💰 **Análise de Vendas**\\n\\n📊 **Total de vendas:** 164\\n💵 **Valor total:** R$ 1.241.705,00\\n📈 **Ticket médio:** R$ 7.571,372\\n\\n📅 **Mês:** Junho de 2025\\n\\n\\n🔍 **Insights:**\\n• 🎯 164 vendas identificadas\\n• 💎 Ticket médio de R$ 7.571,372\\n• 🏆 Top status: Sem status (164)\\n\\n\\n💡 **Sugestões:**\\n• Pergunte sobre detalhes de contatos das vendas\\n• Analise conversão de leads para vendas\\n• Compare com períodos anteriores\\n\",\n \"metadata\": {\n \"total_leads_analyzed\": 13928,\n \"temporal_filter\": null,\n \"category_filter\": null,\n \"month_filter\": 5,\n \"current_year\": 2025,\n \"timestamp\": \"2025-09-16T18:47:45.349Z\"\n }\n },\n \"user_message\": \"quantas vendas em junho?\",\n \"metadata\": {\n \"total_leads_analyzed\": 13928,\n \"response_type\": \"conversational_ai\",\n \"timestamp\": \"2025-09-16T18:47:45.349Z\"\n }\n}", "metadata": { "total_leads_analyzed": 13928, "response_type": "conversational_ai", "timestamp": "2025-09-16T18:47:45.349Z" } }, { "question": "quantas vendas em julho?", "success": true, "response": "{\n \"agent_response\": {\n \"response\": \"💰 **Análise de Vendas**\\n\\n📊 **Total de vendas:** 278\\n💵 **Valor total:** R$ 1.273.630,00\\n📈 **Ticket médio:** R$ 4.581,403\\n\\n📅 **Mês:** Julho de 2025\\n\\n\\n🔍 **Insights:**\\n• 🎯 278 vendas identificadas\\n• 💎 Ticket médio de R$ 4.581,403\\n• 🏆 Top status: Sem status (278)\\n\\n\\n💡 **Sugestões:**\\n• Pergunte sobre detalhes de contatos das vendas\\n• Analise conversão de leads para vendas\\n• Compare com períodos anteriores\\n\",\n \"metadata\": {\n \"total_leads_analyzed\": 13928,\n \"temporal_filter\": null,\n \"category_filter\": null,\n \"month_filter\": 6,\n \"current_year\": 2025,\n \"timestamp\": \"2025-09-16T18:48:40.134Z\"\n }\n },\n \"user_message\": \"quantas vendas em julho?\",\n \"metadata\": {\n \"total_leads_analyzed\": 13928,\n \"response_type\": \"conversational_ai\",\n \"timestamp\": \"2025-09-16T18:48:40.134Z\"\n }\n}", "metadata": { "total_leads_analyzed": 13928, "response_type": "conversational_ai", "timestamp": "2025-09-16T18:48:40.134Z" } }, { "question": "quantas vendas em agosto?", "success": true, "response": "{\n \"agent_response\": {\n \"response\": \"💰 **Análise de Vendas**\\n\\n📊 **Total de vendas:** 219\\n💵 **Valor total:** R$ 1.158.441,00\\n📈 **Ticket médio:** R$ 5.289,685\\n\\n📅 **Mês:** Agosto de 2025\\n\\n\\n🔍 **Insights:**\\n• 🎯 219 vendas identificadas\\n• 💎 Ticket médio de R$ 5.289,685\\n• 🏆 Top status: Sem status (219)\\n\\n\\n💡 **Sugestões:**\\n• Pergunte sobre detalhes de contatos das vendas\\n• Analise conversão de leads para vendas\\n• Compare com períodos anteriores\\n\",\n \"metadata\": {\n \"total_leads_analyzed\": 13928,\n \"temporal_filter\": null,\n \"category_filter\": null,\n \"month_filter\": 7,\n \"current_year\": 2025,\n \"timestamp\": \"2025-09-16T18:49:29.259Z\"\n }\n },\n \"user_message\": \"quantas vendas em agosto?\",\n \"metadata\": {\n \"total_leads_analyzed\": 13928,\n \"response_type\": \"conversational_ai\",\n \"timestamp\": \"2025-09-16T18:49:29.259Z\"\n }\n}", "metadata": { "total_leads_analyzed": 13928, "response_type": "conversational_ai", "timestamp": "2025-09-16T18:49:29.259Z" } }, { "question": "quantas vendas em setembro?", "success": true, "response": "{\n \"agent_response\": {\n \"response\": \"💰 **Análise de Vendas**\\n\\n📊 **Total de vendas:** 183\\n💵 **Valor total:** R$ 947.895,00\\n📈 **Ticket médio:** R$ 5.179,754\\n\\n📅 **Mês:** Setembro de 2025\\n\\n\\n🔍 **Insights:**\\n• 🎯 183 vendas identificadas\\n• 💎 Ticket médio de R$ 5.179,754\\n• 🏆 Top status: Sem status (183)\\n\\n\\n💡 **Sugestões:**\\n• Pergunte sobre detalhes de contatos das vendas\\n• Analise conversão de leads para vendas\\n• Compare com períodos anteriores\\n\",\n \"metadata\": {\n \"total_leads_analyzed\": 13928,\n \"temporal_filter\": null,\n \"category_filter\": null,\n \"month_filter\": 8,\n \"current_year\": 2025,\n \"timestamp\": \"2025-09-16T18:50:19.333Z\"\n }\n },\n \"user_message\": \"quantas vendas em setembro?\",\n \"metadata\": {\n \"total_leads_analyzed\": 13928,\n \"response_type\": \"conversational_ai\",\n \"timestamp\": \"2025-09-16T18:50:19.334Z\"\n }\n}", "metadata": { "total_leads_analyzed": 13928, "response_type": "conversational_ai", "timestamp": "2025-09-16T18:50:19.334Z" } }, { "question": "quantas vendas em outubro?", "success": true, "response": "{\n \"agent_response\": {\n \"response\": \"💰 **Análise de Vendas**\\n\\n📊 **Total de vendas:** 0\\n💵 **Valor total:** R$ 0,00\\n📈 **Ticket médio:** R$ 0,00\\n\\n📅 **Mês:** Outubro de 2025\\n\\n\\n🔍 **Insights:**\\n• 📭 Nenhuma venda encontrada no período\\n\\n\\n💡 **Sugestões:**\\n• Verifique outros períodos ou categorias\\n• Analise leads em andamento\\n\",\n \"metadata\": {\n \"total_leads_analyzed\": 13928,\n \"temporal_filter\": null,\n \"category_filter\": null,\n \"month_filter\": 9,\n \"current_year\": 2025,\n \"timestamp\": \"2025-09-16T18:51:09.149Z\"\n }\n },\n \"user_message\": \"quantas vendas em outubro?\",\n \"metadata\": {\n \"total_leads_analyzed\": 13928,\n \"response_type\": \"conversational_ai\",\n \"timestamp\": \"2025-09-16T18:51:09.149Z\"\n }\n}", "metadata": { "total_leads_analyzed": 13928, "response_type": "conversational_ai", "timestamp": "2025-09-16T18:51:09.149Z" } }, { "question": "quantas vendas em novembro?", "success": true, "response": "{\n \"agent_response\": {\n \"response\": \"💰 **Análise de Vendas**\\n\\n📊 **Total de vendas:** 0\\n💵 **Valor total:** R$ 0,00\\n📈 **Ticket médio:** R$ 0,00\\n\\n📅 **Mês:** Novembro de 2025\\n\\n\\n🔍 **Insights:**\\n• 📭 Nenhuma venda encontrada no período\\n\\n\\n💡 **Sugestões:**\\n• Verifique outros períodos ou categorias\\n• Analise leads em andamento\\n\",\n \"metadata\": {\n \"total_leads_analyzed\": 13928,\n \"temporal_filter\": null,\n \"category_filter\": null,\n \"month_filter\": 10,\n \"current_year\": 2025,\n \"timestamp\": \"2025-09-16T18:51:56.662Z\"\n }\n },\n \"user_message\": \"quantas vendas em novembro?\",\n \"metadata\": {\n \"total_leads_analyzed\": 13928,\n \"response_type\": \"conversational_ai\",\n \"timestamp\": \"2025-09-16T18:51:56.662Z\"\n }\n}", "metadata": { "total_leads_analyzed": 13928, "response_type": "conversational_ai", "timestamp": "2025-09-16T18:51:56.662Z" } }, { "question": "quantas vendas em dezembro?", "success": true, "response": "{\n \"agent_response\": {\n \"response\": \"💰 **Análise de Vendas**\\n\\n📊 **Total de vendas:** 0\\n💵 **Valor total:** R$ 0,00\\n📈 **Ticket médio:** R$ 0,00\\n\\n📅 **Mês:** Dezembro de 2025\\n\\n\\n🔍 **Insights:**\\n• 📭 Nenhuma venda encontrada no período\\n\\n\\n💡 **Sugestões:**\\n• Verifique outros períodos ou categorias\\n• Analise leads em andamento\\n\",\n \"metadata\": {\n \"total_leads_analyzed\": 13928,\n \"temporal_filter\": null,\n \"category_filter\": null,\n \"month_filter\": 11,\n \"current_year\": 2025,\n \"timestamp\": \"2025-09-16T18:52:45.891Z\"\n }\n },\n \"user_message\": \"quantas vendas em dezembro?\",\n \"metadata\": {\n \"total_leads_analyzed\": 13928,\n \"response_type\": \"conversational_ai\",\n \"timestamp\": \"2025-09-16T18:52:45.891Z\"\n }\n}", "metadata": { "total_leads_analyzed": 13928, "response_type": "conversational_ai", "timestamp": "2025-09-16T18:52:45.891Z" } }, { "question": "quantas vendas de tráfego?", "success": true, "response": "{\n \"agent_response\": {\n \"response\": \"💰 **Análise de Vendas**\\n\\n📊 **Total de vendas:** 0\\n💵 **Valor total:** R$ 0,00\\n📈 **Ticket médio:** R$ 0,00\\n\\n🏷️ **Categoria:** tráfego\\n\\n\\n🔍 **Insights:**\\n• 📭 Nenhuma venda encontrada no período\\n\\n\\n💡 **Sugestões:**\\n• Verifique outros períodos ou categorias\\n• Analise leads em andamento\\n\",\n \"metadata\": {\n \"total_leads_analyzed\": 13928,\n \"temporal_filter\": null,\n \"category_filter\": \"tráfego\",\n \"month_filter\": null,\n \"current_year\": 2025,\n \"timestamp\": \"2025-09-16T18:53:35.186Z\"\n }\n },\n \"user_message\": \"quantas vendas de tráfego?\",\n \"metadata\": {\n \"total_leads_analyzed\": 13928,\n \"response_type\": \"conversational_ai\",\n \"timestamp\": \"2025-09-16T18:53:35.186Z\"\n }\n}", "metadata": { "total_leads_analyzed": 13928, "response_type": "conversational_ai", "timestamp": "2025-09-16T18:53:35.186Z" } }, { "question": "quantas vendas de design?", "success": true, "response": "{\n \"agent_response\": {\n \"response\": \"💰 **Análise de Vendas**\\n\\n📊 **Total de vendas:** 1\\n💵 **Valor total:** R$ 200,00\\n📈 **Ticket médio:** R$ 200,00\\n\\n🏷️ **Categoria:** design\\n\\n\\n🔍 **Insights:**\\n• 🎯 1 vendas identificadas\\n• 💎 Ticket médio de R$ 200,00\\n• 🏆 Top status: Sem status (1)\\n\\n\\n💡 **Sugestões:**\\n• Pergunte sobre detalhes de contatos das vendas\\n• Analise conversão de leads para vendas\\n• Compare com períodos anteriores\\n\",\n \"metadata\": {\n \"total_leads_analyzed\": 13928,\n \"temporal_filter\": null,\n \"category_filter\": \"design\",\n \"month_filter\": null,\n \"current_year\": 2025,\n \"timestamp\": \"2025-09-16T18:54:23.215Z\"\n }\n },\n \"user_message\": \"quantas vendas de design?\",\n \"metadata\": {\n \"total_leads_analyzed\": 13928,\n \"response_type\": \"conversational_ai\",\n \"timestamp\": \"2025-09-16T18:54:23.215Z\"\n }\n}", "metadata": { "total_leads_analyzed": 13928, "response_type": "conversational_ai", "timestamp": "2025-09-16T18:54:23.215Z" } }, { "question": "quantas vendas de marketing?", "success": true, "response": "{\n \"agent_response\": {\n \"response\": \"💰 **Análise de Vendas**\\n\\n📊 **Total de vendas:** 0\\n💵 **Valor total:** R$ 0,00\\n📈 **Ticket médio:** R$ 0,00\\n\\n📅 **Mês:** Março de 2025\\n\\n🏷️ **Categoria:** marketing\\n\\n\\n🔍 **Insights:**\\n• 📭 Nenhuma venda encontrada no período\\n\\n\\n💡 **Sugestões:**\\n• Verifique outros períodos ou categorias\\n• Analise leads em andamento\\n\",\n \"metadata\": {\n \"total_leads_analyzed\": 13928,\n \"temporal_filter\": null,\n \"category_filter\": \"marketing\",\n \"month_filter\": 2,\n \"current_year\": 2025,\n \"timestamp\": \"2025-09-16T18:55:10.430Z\"\n }\n },\n \"user_message\": \"quantas vendas de marketing?\",\n \"metadata\": {\n \"total_leads_analyzed\": 13928,\n \"response_type\": \"conversational_ai\",\n \"timestamp\": \"2025-09-16T18:55:10.430Z\"\n }\n}", "metadata": { "total_leads_analyzed": 13928, "response_type": "conversational_ai", "timestamp": "2025-09-16T18:55:10.430Z" } }, { "question": "quantas vendas de suporte?", "success": true, "response": "{\n \"agent_response\": {\n \"response\": \"💰 **Análise de Vendas**\\n\\n📊 **Total de vendas:** 0\\n💵 **Valor total:** R$ 0,00\\n📈 **Ticket médio:** R$ 0,00\\n\\n🏷️ **Categoria:** suporte\\n\\n\\n🔍 **Insights:**\\n• 📭 Nenhuma venda encontrada no período\\n\\n\\n💡 **Sugestões:**\\n• Verifique outros períodos ou categorias\\n• Analise leads em andamento\\n\",\n \"metadata\": {\n \"total_leads_analyzed\": 13928,\n \"temporal_filter\": null,\n \"category_filter\": \"suporte\",\n \"month_filter\": null,\n \"current_year\": 2025,\n \"timestamp\": \"2025-09-16T18:55:59.487Z\"\n }\n },\n \"user_message\": \"quantas vendas de suporte?\",\n \"metadata\": {\n \"total_leads_analyzed\": 13928,\n \"response_type\": \"conversational_ai\",\n \"timestamp\": \"2025-09-16T18:55:59.487Z\"\n }\n}", "metadata": { "total_leads_analyzed": 13928, "response_type": "conversational_ai", "timestamp": "2025-09-16T18:55:59.487Z" } }, { "question": "quantas vendas de tráfego em agosto?", "success": true, "response": "{\n \"agent_response\": {\n \"response\": \"💰 **Análise de Vendas**\\n\\n📊 **Total de vendas:** 0\\n💵 **Valor total:** R$ 0,00\\n📈 **Ticket médio:** R$ 0,00\\n\\n📅 **Mês:** Agosto de 2025\\n\\n🏷️ **Categoria:** tráfego\\n\\n\\n🔍 **Insights:**\\n• 📭 Nenhuma venda encontrada no período\\n\\n\\n💡 **Sugestões:**\\n• Verifique outros períodos ou categorias\\n• Analise leads em andamento\\n\",\n \"metadata\": {\n \"total_leads_analyzed\": 13928,\n \"temporal_filter\": null,\n \"category_filter\": \"tráfego\",\n \"month_filter\": 7,\n \"current_year\": 2025,\n \"timestamp\": \"2025-09-16T18:56:47.665Z\"\n }\n },\n \"user_message\": \"quantas vendas de tráfego em agosto?\",\n \"metadata\": {\n \"total_leads_analyzed\": 13928,\n \"response_type\": \"conversational_ai\",\n \"timestamp\": \"2025-09-16T18:56:47.665Z\"\n }\n}", "metadata": { "total_leads_analyzed": 13928, "response_type": "conversational_ai", "timestamp": "2025-09-16T18:56:47.665Z" } }, { "question": "quantas vendas de design em setembro?", "success": true, "response": "{\n \"agent_response\": {\n \"response\": \"💰 **Análise de Vendas**\\n\\n📊 **Total de vendas:** 1\\n💵 **Valor total:** R$ 200,00\\n📈 **Ticket médio:** R$ 200,00\\n\\n📅 **Mês:** Setembro de 2025\\n\\n🏷️ **Categoria:** design\\n\\n\\n🔍 **Insights:**\\n• 🎯 1 vendas identificadas\\n• 💎 Ticket médio de R$ 200,00\\n• 🏆 Top status: Sem status (1)\\n\\n\\n💡 **Sugestões:**\\n• Pergunte sobre detalhes de contatos das vendas\\n• Analise conversão de leads para vendas\\n• Compare com períodos anteriores\\n\",\n \"metadata\": {\n \"total_leads_analyzed\": 13928,\n \"temporal_filter\": null,\n \"category_filter\": \"design\",\n \"month_filter\": 8,\n \"current_year\": 2025,\n \"timestamp\": \"2025-09-16T18:57:35.056Z\"\n }\n },\n \"user_message\": \"quantas vendas de design em setembro?\",\n \"metadata\": {\n \"total_leads_analyzed\": 13928,\n \"response_type\": \"conversational_ai\",\n \"timestamp\": \"2025-09-16T18:57:35.056Z\"\n }\n}", "metadata": { "total_leads_analyzed": 13928, "response_type": "conversational_ai", "timestamp": "2025-09-16T18:57:35.056Z" } }, { "question": "quantos leads temos?", "success": true, "response": "{\n \"agent_response\": {\n \"response\": \"📋 **Análise de Leads**\\n\\n📊 **Total de leads:** 0\\n💵 **Valor total:** R$ 0,00\\n📈 **Valor médio:** R$ 0,00\\n\\n🏷️ **Categoria:** tráfego\\n\",\n \"metadata\": {\n \"total_leads_analyzed\": 13928,\n \"temporal_filter\": null,\n \"category_filter\": \"tráfego\",\n \"month_filter\": null,\n \"current_year\": 2025,\n \"timestamp\": \"2025-09-16T18:58:22.642Z\"\n }\n },\n \"user_message\": \"quantos leads temos?\",\n \"metadata\": {\n \"total_leads_analyzed\": 13928,\n \"response_type\": \"conversational_ai\",\n \"timestamp\": \"2025-09-16T18:58:22.642Z\"\n }\n}", "metadata": { "total_leads_analyzed": 13928, "response_type": "conversational_ai", "timestamp": "2025-09-16T18:58:22.642Z" } }, { "question": "quantos leads hoje?", "success": true, "response": "{\n \"agent_response\": {\n \"response\": \"📋 **Análise de Leads**\\n\\n📊 **Total de leads:** 0\\n💵 **Valor total:** R$ 0,00\\n📈 **Valor médio:** R$ 0,00\\n\\n⏰ **Período:** Hoje\\n\\n🏷️ **Categoria:** tráfego\\n\",\n \"metadata\": {\n \"total_leads_analyzed\": 13928,\n \"temporal_filter\": \"today\",\n \"category_filter\": \"tráfego\",\n \"month_filter\": null,\n \"current_year\": 2025,\n \"timestamp\": \"2025-09-16T18:59:12.496Z\"\n }\n },\n \"user_message\": \"quantos leads hoje?\",\n \"metadata\": {\n \"total_leads_analyzed\": 13928,\n \"response_type\": \"conversational_ai\",\n \"timestamp\": \"2025-09-16T18:59:12.496Z\"\n }\n}", "metadata": { "total_leads_analyzed": 13928, "response_type": "conversational_ai", "timestamp": "2025-09-16T18:59:12.496Z" } }, { "question": "quantos leads ontem?", "success": true, "response": "{\n \"agent_response\": {\n \"response\": \"📋 **Análise de Leads**\\n\\n📊 **Total de leads:** 0\\n💵 **Valor total:** R$ 0,00\\n📈 **Valor médio:** R$ 0,00\\n\\n⏰ **Período:** Ontem\\n\\n🏷️ **Categoria:** tráfego\\n\",\n \"metadata\": {\n \"total_leads_analyzed\": 13928,\n \"temporal_filter\": \"yesterday\",\n \"category_filter\": \"tráfego\",\n \"month_filter\": null,\n \"current_year\": 2025,\n \"timestamp\": \"2025-09-16T18:59:58.134Z\"\n }\n },\n \"user_message\": \"quantos leads ontem?\",\n \"metadata\": {\n \"total_leads_analyzed\": 13928,\n \"response_type\": \"conversational_ai\",\n \"timestamp\": \"2025-09-16T18:59:58.134Z\"\n }\n}", "metadata": { "total_leads_analyzed": 13928, "response_type": "conversational_ai", "timestamp": "2025-09-16T18:59:58.134Z" } }, { "question": "quantos leads esta semana?", "success": true, "response": "{\n \"agent_response\": {\n \"response\": \"📋 **Análise de Leads**\\n\\n📊 **Total de leads:** 0\\n💵 **Valor total:** R$ 0,00\\n📈 **Valor médio:** R$ 0,00\\n\\n⏰ **Período:** Esta semana\\n\\n🏷️ **Categoria:** tráfego\\n\",\n \"metadata\": {\n \"total_leads_analyzed\": 13928,\n \"temporal_filter\": \"week\",\n \"category_filter\": \"tráfego\",\n \"month_filter\": null,\n \"current_year\": 2025,\n \"timestamp\": \"2025-09-16T19:00:51.168Z\"\n }\n },\n \"user_message\": \"quantos leads esta semana?\",\n \"metadata\": {\n \"total_leads_analyzed\": 13928,\n \"response_type\": \"conversational_ai\",\n \"timestamp\": \"2025-09-16T19:00:51.168Z\"\n }\n}", "metadata": { "total_leads_analyzed": 13928, "response_type": "conversational_ai", "timestamp": "2025-09-16T19:00:51.168Z" } }, { "question": "quantos leads mês passado?", "success": true, "response": "{\n \"agent_response\": {\n \"response\": \"📋 **Análise de Leads**\\n\\n📊 **Total de leads:** 0\\n💵 **Valor total:** R$ 0,00\\n📈 **Valor médio:** R$ 0,00\\n\\n⏰ **Período:** Mês passado\\n\\n🏷️ **Categoria:** tráfego\\n\",\n \"metadata\": {\n \"total_leads_analyzed\": 13928,\n \"temporal_filter\": \"last_month\",\n \"category_filter\": \"tráfego\",\n \"month_filter\": null,\n \"current_year\": 2025,\n \"timestamp\": \"2025-09-16T19:01:43.880Z\"\n }\n },\n \"user_message\": \"quantos leads mês passado?\",\n \"metadata\": {\n \"total_leads_analyzed\": 13928,\n \"response_type\": \"conversational_ai\",\n \"timestamp\": \"2025-09-16T19:01:43.880Z\"\n }\n}", "metadata": { "total_leads_analyzed": 13928, "response_type": "conversational_ai", "timestamp": "2025-09-16T19:01:43.880Z" } }, { "question": "quantos leads de tráfego?", "success": true, "response": "{\n \"agent_response\": {\n \"response\": \"📋 **Análise de Leads**\\n\\n📊 **Total de leads:** 0\\n💵 **Valor total:** R$ 0,00\\n📈 **Valor médio:** R$ 0,00\\n\\n🏷️ **Categoria:** tráfego\\n\",\n \"metadata\": {\n \"total_leads_analyzed\": 13928,\n \"temporal_filter\": null,\n \"category_filter\": \"tráfego\",\n \"month_filter\": null,\n \"current_year\": 2025,\n \"timestamp\": \"2025-09-16T19:02:36.198Z\"\n }\n },\n \"user_message\": \"quantos leads de tráfego?\",\n \"metadata\": {\n \"total_leads_analyzed\": 13928,\n \"response_type\": \"conversational_ai\",\n \"timestamp\": \"2025-09-16T19:02:36.198Z\"\n }\n}", "metadata": { "total_leads_analyzed": 13928, "response_type": "conversational_ai", "timestamp": "2025-09-16T19:02:36.198Z" } }, { "question": "quantos leads de design?", "success": true, "response": "{\n \"agent_response\": {\n \"response\": \"📋 **Análise de Leads**\\n\\n📊 **Total de leads:** 0\\n💵 **Valor total:** R$ 0,00\\n📈 **Valor médio:** R$ 0,00\\n\\n🏷️ **Categoria:** tráfego\\n\",\n \"metadata\": {\n \"total_leads_analyzed\": 13928,\n \"temporal_filter\": null,\n \"category_filter\": \"tráfego\",\n \"month_filter\": null,\n \"current_year\": 2025,\n \"timestamp\": \"2025-09-16T19:03:29.993Z\"\n }\n },\n \"user_message\": \"quantos leads de design?\",\n \"metadata\": {\n \"total_leads_analyzed\": 13928,\n \"response_type\": \"conversational_ai\",\n \"timestamp\": \"2025-09-16T19:03:29.993Z\"\n }\n}", "metadata": { "total_leads_analyzed": 13928, "response_type": "conversational_ai", "timestamp": "2025-09-16T19:03:29.993Z" } }, { "question": "qual o valor total das vendas?", "success": true, "response": "{\n \"agent_response\": {\n \"response\": \"💰 **Análise de Vendas**\\n\\n📊 **Total de vendas:** 1852\\n💵 **Valor total:** R$ 14.214.548,00\\n📈 **Ticket médio:** R$ 7.675,242\\n\\n\\n🔍 **Insights:**\\n• 🎯 1852 vendas identificadas\\n• 💎 Ticket médio de R$ 7.675,242\\n• 🏆 Top status: Sem status (1852)\\n\\n\\n💡 **Sugestões:**\\n• Pergunte sobre detalhes de contatos das vendas\\n• Analise conversão de leads para vendas\\n• Compare com períodos anteriores\\n\",\n \"metadata\": {\n \"total_leads_analyzed\": 13928,\n \"temporal_filter\": null,\n \"category_filter\": null,\n \"month_filter\": null,\n \"current_year\": 2025,\n \"timestamp\": \"2025-09-16T19:04:19.965Z\"\n }\n },\n \"user_message\": \"qual o valor total das vendas?\",\n \"metadata\": {\n \"total_leads_analyzed\": 13928,\n \"response_type\": \"conversational_ai\",\n \"timestamp\": \"2025-09-16T19:04:19.965Z\"\n }\n}", "metadata": { "total_leads_analyzed": 13928, "response_type": "conversational_ai", "timestamp": "2025-09-16T19:04:19.965Z" } }, { "question": "qual o ticket médio?", "success": true, "response": "{\n \"agent_response\": {\n \"response\": \"🤔 Entendi sua mensagem: \\\"qual o ticket médio?\\\"\\n\\n📊 **Resumo geral:**\\n• Total de leads: 13928\\n• Valor total: R$ 14.214.548,00\\n\\n💡 **Sugestões de perguntas:**\\n• \\\"Quantos leads foram criados hoje?\\\"\\n• \\\"Quantas vendas tivemos hoje?\\\"\\n• \\\"Qual o valor total dos leads?\\\"\\n• \\\"Mostre análise de performance\\\"\\n\\n🔍 **Insights:**\\n• 📈 13928 leads no total\\n• 💰 Valor total de R$ 14.214.548,00\\n\\n\\n💡 **Sugestões:**\\n• Pergunte sobre vendas específicas\\n• Analise leads por período\\n• Verifique conversões\\n\",\n \"metadata\": {\n \"total_leads_analyzed\": 13928,\n \"temporal_filter\": null,\n \"category_filter\": null,\n \"month_filter\": null,\n \"current_year\": 2025,\n \"timestamp\": \"2025-09-16T19:05:09.284Z\"\n }\n },\n \"user_message\": \"qual o ticket médio?\",\n \"metadata\": {\n \"total_leads_analyzed\": 13928,\n \"response_type\": \"conversational_ai\",\n \"timestamp\": \"2025-09-16T19:05:09.284Z\"\n }\n}", "metadata": { "total_leads_analyzed": 13928, "response_type": "conversational_ai", "timestamp": "2025-09-16T19:05:09.284Z" } }, { "question": "qual o ticket médio de tráfego?", "success": true, "response": "{\n \"agent_response\": {\n \"response\": \"🤔 Entendi sua mensagem: \\\"qual o ticket médio de tráfego?\\\"\\n\\n📊 **Resumo geral:**\\n• Total de leads: 13928\\n• Valor total: R$ 14.214.548,00\\n\\n💡 **Sugestões de perguntas:**\\n• \\\"Quantos leads foram criados hoje?\\\"\\n• \\\"Quantas vendas tivemos hoje?\\\"\\n• \\\"Qual o valor total dos leads?\\\"\\n• \\\"Mostre análise de performance\\\"\\n\\n🔍 **Insights:**\\n• 📈 13928 leads no total\\n• 💰 Valor total de R$ 14.214.548,00\\n\\n\\n💡 **Sugestões:**\\n• Pergunte sobre vendas específicas\\n• Analise leads por período\\n• Verifique conversões\\n\",\n \"metadata\": {\n \"total_leads_analyzed\": 13928,\n \"temporal_filter\": null,\n \"category_filter\": \"tráfego\",\n \"month_filter\": null,\n \"current_year\": 2025,\n \"timestamp\": \"2025-09-16T19:06:04.213Z\"\n }\n },\n \"user_message\": \"qual o ticket médio de tráfego?\",\n \"metadata\": {\n \"total_leads_analyzed\": 13928,\n \"response_type\": \"conversational_ai\",\n \"timestamp\": \"2025-09-16T19:06:04.213Z\"\n }\n}", "metadata": { "total_leads_analyzed": 13928, "response_type": "conversational_ai", "timestamp": "2025-09-16T19:06:04.213Z" } }, { "question": "qual o valor total de vendas em agosto?", "success": true, "response": "{\n \"agent_response\": {\n \"response\": \"💰 **Análise de Vendas**\\n\\n📊 **Total de vendas:** 219\\n💵 **Valor total:** R$ 1.158.441,00\\n📈 **Ticket médio:** R$ 5.289,685\\n\\n📅 **Mês:** Agosto de 2025\\n\\n\\n🔍 **Insights:**\\n• 🎯 219 vendas identificadas\\n• 💎 Ticket médio de R$ 5.289,685\\n• 🏆 Top status: Sem status (219)\\n\\n\\n💡 **Sugestões:**\\n• Pergunte sobre detalhes de contatos das vendas\\n• Analise conversão de leads para vendas\\n• Compare com períodos anteriores\\n\",\n \"metadata\": {\n \"total_leads_analyzed\": 13928,\n \"temporal_filter\": null,\n \"category_filter\": null,\n \"month_filter\": 7,\n \"current_year\": 2025,\n \"timestamp\": \"2025-09-16T19:06:58.396Z\"\n }\n },\n \"user_message\": \"qual o valor total de vendas em agosto?\",\n \"metadata\": {\n \"total_leads_analyzed\": 13928,\n \"response_type\": \"conversational_ai\",\n \"timestamp\": \"2025-09-16T19:06:58.396Z\"\n }\n}", "metadata": { "total_leads_analyzed": 13928, "response_type": "conversational_ai", "timestamp": "2025-09-16T19:06:58.396Z" } }, { "question": "qual o ticket médio em setembro?", "success": true, "response": "{\n \"agent_response\": {\n \"response\": \"🤔 Entendi sua mensagem: \\\"qual o ticket médio em setembro?\\\"\\n\\n📊 **Resumo geral:**\\n• Total de leads: 13929\\n• Valor total: R$ 14.214.548,00\\n\\n💡 **Sugestões de perguntas:**\\n• \\\"Quantos leads foram criados hoje?\\\"\\n• \\\"Quantas vendas tivemos hoje?\\\"\\n• \\\"Qual o valor total dos leads?\\\"\\n• \\\"Mostre análise de performance\\\"\\n\\n🔍 **Insights:**\\n• 📈 13929 leads no total\\n• 💰 Valor total de R$ 14.214.548,00\\n\\n\\n💡 **Sugestões:**\\n• Pergunte sobre vendas específicas\\n• Analise leads por período\\n• Verifique conversões\\n\",\n \"metadata\": {\n \"total_leads_analyzed\": 13929,\n \"temporal_filter\": null,\n \"category_filter\": null,\n \"month_filter\": 8,\n \"current_year\": 2025,\n \"timestamp\": \"2025-09-16T19:07:52.485Z\"\n }\n },\n \"user_message\": \"qual o ticket médio em setembro?\",\n \"metadata\": {\n \"total_leads_analyzed\": 13929,\n \"response_type\": \"conversational_ai\",\n \"timestamp\": \"2025-09-16T19:07:52.485Z\"\n }\n}", "metadata": { "total_leads_analyzed": 13929, "response_type": "conversational_ai", "timestamp": "2025-09-16T19:07:52.485Z" } }, { "question": "quantos leads em andamento?", "success": true, "response": "{\n \"agent_response\": {\n \"response\": \"📋 **Análise de Leads**\\n\\n📊 **Total de leads:** 0\\n💵 **Valor total:** R$ 0,00\\n📈 **Valor médio:** R$ 0,00\\n\\n🏷️ **Categoria:** tráfego\\n\",\n \"metadata\": {\n \"total_leads_analyzed\": 13929,\n \"temporal_filter\": null,\n \"category_filter\": \"tráfego\",\n \"month_filter\": null,\n \"current_year\": 2025,\n \"timestamp\": \"2025-09-16T19:08:45.030Z\"\n }\n },\n \"user_message\": \"quantos leads em andamento?\",\n \"metadata\": {\n \"total_leads_analyzed\": 13929,\n \"response_type\": \"conversational_ai\",\n \"timestamp\": \"2025-09-16T19:08:45.030Z\"\n }\n}", "metadata": { "total_leads_analyzed": 13929, "response_type": "conversational_ai", "timestamp": "2025-09-16T19:08:45.030Z" } }, { "question": "quantos leads fechados?", "success": true, "response": "{\n \"agent_response\": {\n \"response\": \"💰 **Análise de Vendas**\\n\\n📊 **Total de vendas:** 0\\n💵 **Valor total:** R$ 0,00\\n📈 **Ticket médio:** R$ 0,00\\n\\n🏷️ **Categoria:** tráfego\\n\\n\\n🔍 **Insights:**\\n• 📭 Nenhuma venda encontrada no período\\n\\n\\n💡 **Sugestões:**\\n• Verifique outros períodos ou categorias\\n• Analise leads em andamento\\n\",\n \"metadata\": {\n \"total_leads_analyzed\": 13929,\n \"temporal_filter\": null,\n \"category_filter\": \"tráfego\",\n \"month_filter\": null,\n \"current_year\": 2025,\n \"timestamp\": \"2025-09-16T19:09:37.547Z\"\n }\n },\n \"user_message\": \"quantos leads fechados?\",\n \"metadata\": {\n \"total_leads_analyzed\": 13929,\n \"response_type\": \"conversational_ai\",\n \"timestamp\": \"2025-09-16T19:09:37.547Z\"\n }\n}", "metadata": { "total_leads_analyzed": 13929, "response_type": "conversational_ai", "timestamp": "2025-09-16T19:09:37.547Z" } }, { "question": "quantos leads perdidos?", "success": true, "response": "{\n \"agent_response\": {\n \"response\": \"📋 **Análise de Leads**\\n\\n📊 **Total de leads:** 0\\n💵 **Valor total:** R$ 0,00\\n📈 **Valor médio:** R$ 0,00\\n\\n🏷️ **Categoria:** tráfego\\n\",\n \"metadata\": {\n \"total_leads_analyzed\": 13929,\n \"temporal_filter\": null,\n \"category_filter\": \"tráfego\",\n \"month_filter\": null,\n \"current_year\": 2025,\n \"timestamp\": \"2025-09-16T19:10:29.788Z\"\n }\n },\n \"user_message\": \"quantos leads perdidos?\",\n \"metadata\": {\n \"total_leads_analyzed\": 13929,\n \"response_type\": \"conversational_ai\",\n \"timestamp\": \"2025-09-16T19:10:29.788Z\"\n }\n}", "metadata": { "total_leads_analyzed": 13929, "response_type": "conversational_ai", "timestamp": "2025-09-16T19:10:29.788Z" } }, { "question": "qual o status dos leads?", "success": true, "response": "{\n \"agent_response\": {\n \"response\": \"📋 **Análise de Leads**\\n\\n📊 **Total de leads:** 0\\n💵 **Valor total:** R$ 0,00\\n📈 **Valor médio:** R$ 0,00\\n\\n🏷️ **Categoria:** tráfego\\n\",\n \"metadata\": {\n \"total_leads_analyzed\": 13929,\n \"temporal_filter\": null,\n \"category_filter\": \"tráfego\",\n \"month_filter\": null,\n \"current_year\": 2025,\n \"timestamp\": \"2025-09-16T19:11:17.748Z\"\n }\n },\n \"user_message\": \"qual o status dos leads?\",\n \"metadata\": {\n \"total_leads_analyzed\": 13929,\n \"response_type\": \"conversational_ai\",\n \"timestamp\": \"2025-09-16T19:11:17.748Z\"\n }\n}", "metadata": { "total_leads_analyzed": 13929, "response_type": "conversational_ai", "timestamp": "2025-09-16T19:11:17.748Z" } }, { "question": "quantos leads no pipeline?", "success": true, "response": "{\n \"agent_response\": {\n \"response\": \"📋 **Análise de Leads**\\n\\n📊 **Total de leads:** 0\\n💵 **Valor total:** R$ 0,00\\n📈 **Valor médio:** R$ 0,00\\n\\n🏷️ **Categoria:** tráfego\\n\",\n \"metadata\": {\n \"total_leads_analyzed\": 13929,\n \"temporal_filter\": null,\n \"category_filter\": \"tráfego\",\n \"month_filter\": null,\n \"current_year\": 2025,\n \"timestamp\": \"2025-09-16T19:12:07.532Z\"\n }\n },\n \"user_message\": \"quantos leads no pipeline?\",\n \"metadata\": {\n \"total_leads_analyzed\": 13929,\n \"response_type\": \"conversational_ai\",\n \"timestamp\": \"2025-09-16T19:12:07.532Z\"\n }\n}", "metadata": { "total_leads_analyzed": 13929, "response_type": "conversational_ai", "timestamp": "2025-09-16T19:12:07.532Z" } }, { "question": "mostre os contatos das vendas", "success": true, "response": "{\n \"agent_response\": {\n \"response\": \"💰 **Análise de Vendas**\\n\\n📊 **Total de vendas:** 1852\\n💵 **Valor total:** R$ 14.214.548,00\\n📈 **Ticket médio:** R$ 7.675,242\\n\\n\\n🔍 **Insights:**\\n• 🎯 1852 vendas identificadas\\n• 💎 Ticket médio de R$ 7.675,242\\n• 🏆 Top status: Sem status (1852)\\n\\n\\n💡 **Sugestões:**\\n• Pergunte sobre detalhes de contatos das vendas\\n• Analise conversão de leads para vendas\\n• Compare com períodos anteriores\\n\",\n \"metadata\": {\n \"total_leads_analyzed\": 13929,\n \"temporal_filter\": null,\n \"category_filter\": null,\n \"month_filter\": null,\n \"current_year\": 2025,\n \"timestamp\": \"2025-09-16T19:12:56.537Z\"\n }\n },\n \"user_message\": \"mostre os contatos das vendas\",\n \"metadata\": {\n \"total_leads_analyzed\": 13929,\n \"response_type\": \"conversational_ai\",\n \"timestamp\": \"2025-09-16T19:12:56.537Z\"\n }\n}", "metadata": { "total_leads_analyzed": 13929, "response_type": "conversational_ai", "timestamp": "2025-09-16T19:12:56.537Z" } }, { "question": "quais os nomes dos clientes?", "success": true, "response": "{\n \"agent_response\": {\n \"response\": \"🤔 Entendi sua mensagem: \\\"quais os nomes dos clientes?\\\"\\n\\n📊 **Resumo geral:**\\n• Total de leads: 13929\\n• Valor total: R$ 14.214.548,00\\n\\n💡 **Sugestões de perguntas:**\\n• \\\"Quantos leads foram criados hoje?\\\"\\n• \\\"Quantas vendas tivemos hoje?\\\"\\n• \\\"Qual o valor total dos leads?\\\"\\n• \\\"Mostre análise de performance\\\"\\n\\n🔍 **Insights:**\\n• 📈 13929 leads no total\\n• 💰 Valor total de R$ 14.214.548,00\\n\\n\\n💡 **Sugestões:**\\n• Pergunte sobre vendas específicas\\n• Analise leads por período\\n• Verifique conversões\\n\",\n \"metadata\": {\n \"total_leads_analyzed\": 13929,\n \"temporal_filter\": \"month\",\n \"category_filter\": null,\n \"month_filter\": null,\n \"current_year\": 2025,\n \"timestamp\": \"2025-09-16T19:13:47.819Z\"\n }\n },\n \"user_message\": \"quais os nomes dos clientes?\",\n \"metadata\": {\n \"total_leads_analyzed\": 13929,\n \"response_type\": \"conversational_ai\",\n \"timestamp\": \"2025-09-16T19:13:47.819Z\"\n }\n}", "metadata": { "total_leads_analyzed": 13929, "response_type": "conversational_ai", "timestamp": "2025-09-16T19:13:47.819Z" } }, { "question": "quais os telefones dos clientes?", "success": true, "response": "{\n \"agent_response\": {\n \"response\": \"🤔 Entendi sua mensagem: \\\"quais os telefones dos clientes?\\\"\\n\\n📊 **Resumo geral:**\\n• Total de leads: 13929\\n• Valor total: R$ 14.214.548,00\\n\\n💡 **Sugestões de perguntas:**\\n• \\\"Quantos leads foram criados hoje?\\\"\\n• \\\"Quantas vendas tivemos hoje?\\\"\\n• \\\"Qual o valor total dos leads?\\\"\\n• \\\"Mostre análise de performance\\\"\\n\\n🔍 **Insights:**\\n• 📈 13929 leads no total\\n• 💰 Valor total de R$ 14.214.548,00\\n\\n\\n💡 **Sugestões:**\\n• Pergunte sobre vendas específicas\\n• Analise leads por período\\n• Verifique conversões\\n\",\n \"metadata\": {\n \"total_leads_analyzed\": 13929,\n \"temporal_filter\": null,\n \"category_filter\": null,\n \"month_filter\": null,\n \"current_year\": 2025,\n \"timestamp\": \"2025-09-16T19:14:36.705Z\"\n }\n },\n \"user_message\": \"quais os telefones dos clientes?\",\n \"metadata\": {\n \"total_leads_analyzed\": 13929,\n \"response_type\": \"conversational_ai\",\n \"timestamp\": \"2025-09-16T19:14:36.705Z\"\n }\n}", "metadata": { "total_leads_analyzed": 13929, "response_type": "conversational_ai", "timestamp": "2025-09-16T19:14:36.705Z" } }, { "question": "mostre as vendas com contatos", "success": true, "response": "{\n \"agent_response\": {\n \"response\": \"💰 **Análise de Vendas**\\n\\n📊 **Total de vendas:** 1852\\n💵 **Valor total:** R$ 14.214.548,00\\n📈 **Ticket médio:** R$ 7.675,242\\n\\n\\n🔍 **Insights:**\\n• 🎯 1852 vendas identificadas\\n• 💎 Ticket médio de R$ 7.675,242\\n• 🏆 Top status: Sem status (1852)\\n\\n\\n💡 **Sugestões:**\\n• Pergunte sobre detalhes de contatos das vendas\\n• Analise conversão de leads para vendas\\n• Compare com períodos anteriores\\n\",\n \"metadata\": {\n \"total_leads_analyzed\": 13929,\n \"temporal_filter\": null,\n \"category_filter\": null,\n \"month_filter\": null,\n \"current_year\": 2025,\n \"timestamp\": \"2025-09-16T19:15:25.309Z\"\n }\n },\n \"user_message\": \"mostre as vendas com contatos\",\n \"metadata\": {\n \"total_leads_analyzed\": 13929,\n \"response_type\": \"conversational_ai\",\n \"timestamp\": \"2025-09-16T19:15:25.309Z\"\n }\n}", "metadata": { "total_leads_analyzed": 13929, "response_type": "conversational_ai", "timestamp": "2025-09-16T19:15:25.309Z" } }, { "question": "lista de vendas com nomes e telefones", "success": true, "response": "{\n \"agent_response\": {\n \"response\": \"💰 **Análise de Vendas**\\n\\n📊 **Total de vendas:** 300\\n💵 **Valor total:** R$ 1.745.388,00\\n📈 **Ticket médio:** R$ 5.817,96\\n\\n⏰ **Período:** Este mês\\n\\n\\n🔍 **Insights:**\\n• 🎯 300 vendas identificadas\\n• 💎 Ticket médio de R$ 5.817,96\\n• 🏆 Top status: Sem status (300)\\n\\n\\n💡 **Sugestões:**\\n• Pergunte sobre detalhes de contatos das vendas\\n• Analise conversão de leads para vendas\\n• Compare com períodos anteriores\\n\",\n \"metadata\": {\n \"total_leads_analyzed\": 13929,\n \"temporal_filter\": \"month\",\n \"category_filter\": null,\n \"month_filter\": null,\n \"current_year\": 2025,\n \"timestamp\": \"2025-09-16T19:16:13.722Z\"\n }\n },\n \"user_message\": \"lista de vendas com nomes e telefones\",\n \"metadata\": {\n \"total_leads_analyzed\": 13929,\n \"response_type\": \"conversational_ai\",\n \"timestamp\": \"2025-09-16T19:16:13.722Z\"\n }\n}", "metadata": { "total_leads_analyzed": 13929, "response_type": "conversational_ai", "timestamp": "2025-09-16T19:16:13.722Z" } }, { "question": "quais são os melhores clientes?", "success": true, "response": "{\n \"agent_response\": {\n \"response\": \"🤔 Entendi sua mensagem: \\\"quais são os melhores clientes?\\\"\\n\\n📊 **Resumo geral:**\\n• Total de leads: 13929\\n• Valor total: R$ 14.214.548,00\\n\\n💡 **Sugestões de perguntas:**\\n• \\\"Quantos leads foram criados hoje?\\\"\\n• \\\"Quantas vendas tivemos hoje?\\\"\\n• \\\"Qual o valor total dos leads?\\\"\\n• \\\"Mostre análise de performance\\\"\\n\\n🔍 **Insights:**\\n• 📈 13929 leads no total\\n• 💰 Valor total de R$ 14.214.548,00\\n\\n\\n💡 **Sugestões:**\\n• Pergunte sobre vendas específicas\\n• Analise leads por período\\n• Verifique conversões\\n\",\n \"metadata\": {\n \"total_leads_analyzed\": 13929,\n \"temporal_filter\": null,\n \"category_filter\": null,\n \"month_filter\": null,\n \"current_year\": 2025,\n \"timestamp\": \"2025-09-16T19:17:02.252Z\"\n }\n },\n \"user_message\": \"quais são os melhores clientes?\",\n \"metadata\": {\n \"total_leads_analyzed\": 13929,\n \"response_type\": \"conversational_ai\",\n \"timestamp\": \"2025-09-16T19:17:02.252Z\"\n }\n}", "metadata": { "total_leads_analyzed": 13929, "response_type": "conversational_ai", "timestamp": "2025-09-16T19:17:02.252Z" } }, { "question": "quais produtos vendem mais?", "success": true, "response": "{\n \"agent_response\": {\n \"response\": \"🤔 Entendi sua mensagem: \\\"quais produtos vendem mais?\\\"\\n\\n📊 **Resumo geral:**\\n• Total de leads: 13929\\n• Valor total: R$ 14.214.548,00\\n\\n💡 **Sugestões de perguntas:**\\n• \\\"Quantos leads foram criados hoje?\\\"\\n• \\\"Quantas vendas tivemos hoje?\\\"\\n• \\\"Qual o valor total dos leads?\\\"\\n• \\\"Mostre análise de performance\\\"\\n\\n🔍 **Insights:**\\n• 📈 13929 leads no total\\n• 💰 Valor total de R$ 14.214.548,00\\n\\n\\n💡 **Sugestões:**\\n• Pergunte sobre vendas específicas\\n• Analise leads por período\\n• Verifique conversões\\n\",\n \"metadata\": {\n \"total_leads_analyzed\": 13929,\n \"temporal_filter\": null,\n \"category_filter\": null,\n \"month_filter\": 4,\n \"current_year\": 2025,\n \"timestamp\": \"2025-09-16T19:17:50.018Z\"\n }\n },\n \"user_message\": \"quais produtos vendem mais?\",\n \"metadata\": {\n \"total_leads_analyzed\": 13929,\n \"response_type\": \"conversational_ai\",\n \"timestamp\": \"2025-09-16T19:17:50.018Z\"\n }\n}", "metadata": { "total_leads_analyzed": 13929, "response_type": "conversational_ai", "timestamp": "2025-09-16T19:17:50.018Z" } }, { "question": "qual a origem dos leads?", "success": true, "response": "{\n \"agent_response\": {\n \"response\": \"📋 **Análise de Leads**\\n\\n📊 **Total de leads:** 0\\n💵 **Valor total:** R$ 0,00\\n📈 **Valor médio:** R$ 0,00\\n\\n🏷️ **Categoria:** tráfego\\n\",\n \"metadata\": {\n \"total_leads_analyzed\": 13929,\n \"temporal_filter\": null,\n \"category_filter\": \"tráfego\",\n \"month_filter\": null,\n \"current_year\": 2025,\n \"timestamp\": \"2025-09-16T19:18:39.383Z\"\n }\n },\n \"user_message\": \"qual a origem dos leads?\",\n \"metadata\": {\n \"total_leads_analyzed\": 13929,\n \"response_type\": \"conversational_ai\",\n \"timestamp\": \"2025-09-16T19:18:39.383Z\"\n }\n}", "metadata": { "total_leads_analyzed": 13929, "response_type": "conversational_ai", "timestamp": "2025-09-16T19:18:39.383Z" } }, { "question": "quantos leads por origem?", "success": true, "response": "{\n \"agent_response\": {\n \"response\": \"📋 **Análise de Leads**\\n\\n📊 **Total de leads:** 0\\n💵 **Valor total:** R$ 0,00\\n📈 **Valor médio:** R$ 0,00\\n\\n🏷️ **Categoria:** tráfego\\n\",\n \"metadata\": {\n \"total_leads_analyzed\": 13929,\n \"temporal_filter\": null,\n \"category_filter\": \"tráfego\",\n \"month_filter\": null,\n \"current_year\": 2025,\n \"timestamp\": \"2025-09-16T19:19:30.405Z\"\n }\n },\n \"user_message\": \"quantos leads por origem?\",\n \"metadata\": {\n \"total_leads_analyzed\": 13929,\n \"response_type\": \"conversational_ai\",\n \"timestamp\": \"2025-09-16T19:19:30.405Z\"\n }\n}", "metadata": { "total_leads_analyzed": 13929, "response_type": "conversational_ai", "timestamp": "2025-09-16T19:19:30.405Z" } }, { "question": "análise de performance", "success": true, "response": "{\n \"agent_response\": {\n \"response\": \"🤔 Entendi sua mensagem: \\\"análise de performance\\\"\\n\\n📊 **Resumo geral:**\\n• Total de leads: 13929\\n• Valor total: R$ 14.214.548,00\\n\\n💡 **Sugestões de perguntas:**\\n• \\\"Quantos leads foram criados hoje?\\\"\\n• \\\"Quantas vendas tivemos hoje?\\\"\\n• \\\"Qual o valor total dos leads?\\\"\\n• \\\"Mostre análise de performance\\\"\\n\\n🔍 **Insights:**\\n• 📈 13929 leads no total\\n• 💰 Valor total de R$ 14.214.548,00\\n\\n\\n💡 **Sugestões:**\\n• Pergunte sobre vendas específicas\\n• Analise leads por período\\n• Verifique conversões\\n\",\n \"metadata\": {\n \"total_leads_analyzed\": 13929,\n \"temporal_filter\": null,\n \"category_filter\": null,\n \"month_filter\": null,\n \"current_year\": 2025,\n \"timestamp\": \"2025-09-16T19:20:21.431Z\"\n }\n },\n \"user_message\": \"análise de performance\",\n \"metadata\": {\n \"total_leads_analyzed\": 13929,\n \"response_type\": \"conversational_ai\",\n \"timestamp\": \"2025-09-16T19:20:21.431Z\"\n }\n}", "metadata": { "total_leads_analyzed": 13929, "response_type": "conversational_ai", "timestamp": "2025-09-16T19:20:21.431Z" } }, { "question": "relatório de vendas", "success": true, "response": "{\n \"agent_response\": {\n \"response\": \"💰 **Análise de Vendas**\\n\\n📊 **Total de vendas:** 1852\\n💵 **Valor total:** R$ 14.214.548,00\\n📈 **Ticket médio:** R$ 7.675,242\\n\\n\\n🔍 **Insights:**\\n• 🎯 1852 vendas identificadas\\n• 💎 Ticket médio de R$ 7.675,242\\n• 🏆 Top status: Sem status (1852)\\n\\n\\n💡 **Sugestões:**\\n• Pergunte sobre detalhes de contatos das vendas\\n• Analise conversão de leads para vendas\\n• Compare com períodos anteriores\\n\",\n \"metadata\": {\n \"total_leads_analyzed\": 13929,\n \"temporal_filter\": null,\n \"category_filter\": null,\n \"month_filter\": null,\n \"current_year\": 2025,\n \"timestamp\": \"2025-09-16T19:21:14.377Z\"\n }\n },\n \"user_message\": \"relatório de vendas\",\n \"metadata\": {\n \"total_leads_analyzed\": 13929,\n \"response_type\": \"conversational_ai\",\n \"timestamp\": \"2025-09-16T19:21:14.377Z\"\n }\n}", "metadata": { "total_leads_analyzed": 13929, "response_type": "conversational_ai", "timestamp": "2025-09-16T19:21:14.377Z" } } ] }

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