{"workflow":{"id":13678,"name":"Generate Google Maps lead lists with SerpApi, Google Gemini and Sheets","views":116,"recentViews":1,"totalViews":116,"createdAt":"2026-02-25T01:27:03.936Z","description":"This workflow automates the process of identifying local businesses with a weak digital presence to offer them specialized marketing services. By combining real-time data from Google Maps with the analytical power of Gemini AI, it transforms raw search results into a structured sales pipeline.\n\n## How it works\n1.  **Data Extraction:** The process starts with a form where you enter search keywords (e.g., \"restaurants in Lima\"). The workflow then queries the SerpApi to fetch the top local results from Google Maps.\n2. **Filtering & Prioritization:** It filters results by region and sorts them by rating. It specifically targets the top 5 businesses with the lowest ratings or missing information, as these represent the highest conversion opportunities.\n3. **AI Analysis:** The Gemini AI agent acts as a senior consultant. It analyzes each lead's weaknesses, assigns a priority score, and generates a personalized sales pitch and email copy.\n4. **Record Keeping:** Finally, all enriched data, including the AI-generated strategy, is formatted and saved into a Google Sheet for immediate sales action.\n\n## Setup steps\n- **SerpApi:** Register at serpapi.com to get your API key and add it to the HTTP Request node credentials.\n- **Google Gemini:** Set up your Google AI Studio credentials for the AI Agent node.\n- **Google Sheets:** Create a spreadsheet with columns for Company Name, Rating, Address, AI Score, and Sales Strategy. Link it in the final node.","workflow":{"id":"tUgWnB-WzSZhmHRXKQgvp","meta":{"instanceId":"b54308b9423dbe3dc4d8b13fa03ee249c0eea1fd72e0f2502b8d7827e2095bcd"},"name":"V2-GoogleMaps-Envio_A_n8n_","tags":[],"nodes":[{"id":"1c57131a-7ff0-4851-ab6c-7b41eb4d3e17","name":"Google Gemini Chat Model","type":"@n8n/n8n-nodes-langchain.lmChatGoogleGemini","position":[1136,1424],"parameters":{"options":{"temperature":0.2}},"credentials":{"googlePalmApi":{"id":"F32qcfxJp6uMZ2Ln","name":"Google Gemini(PaLM) Api account"}},"typeVersion":1},{"id":"3fce3e64-036d-4dd1-b72d-0a31eab9a703","name":"Sticky Note","type":"n8n-nodes-base.stickyNote","position":[432,544],"parameters":{"width":1792,"height":416,"content":"# Market intelligence AI agent for lead discovery and sales strategy\nThis workflow automates the process of identifying local businesses with a weak digital presence to offer them specialized marketing services. By combining real-time data from Google Maps with the analytical power of Gemini AI, it transforms raw search results into a structured sales pipeline.\n\n## How it works\n1.  **Data Extraction:** The process starts with a form where you enter search keywords (e.g., \"restaurants in Lima\"). The workflow then queries the SerpApi to fetch the top local results from Google Maps.\n2. **Filtering & Prioritization:** It filters results by region and sorts them by rating. It specifically targets the top 5 businesses with the lowest ratings or missing information, as these represent the highest conversion opportunities.\n3. **AI Analysis:** The Gemini AI agent acts as a senior consultant. It analyzes each lead's weaknesses, assigns a priority score, and generates a personalized sales pitch and email copy.\n4. **Record Keeping:** Finally, all enriched data, including the AI-generated strategy, is formatted and saved into a Google Sheet for immediate sales action.\n\n## Setup steps\n- **SerpApi:** Register at serpapi.com to get your API key and add it to the HTTP Request node credentials.\n- **Google Gemini:** Set up your Google AI Studio credentials for the AI Agent node.\n- **Google Sheets:** Create a spreadsheet with columns for Company Name, Rating, Address, AI Score, and Sales Strategy. Link it in the final node."},"typeVersion":1},{"id":"c633b41a-b91d-4ef9-823b-72a056077b7e","name":"Sticky Note12","type":"n8n-nodes-base.stickyNote","position":[-128,560],"parameters":{"color":3,"width":448,"height":112,"content":"##  JESUS ANTONIO PACAHUALA ARROYO"},"typeVersion":1},{"id":"04df2820-f5fa-464d-b9d5-23e871299fca","name":"Lead Search Trigger","type":"n8n-nodes-base.formTrigger","position":[-496,1248],"webhookId":"c6474ed0-2697-4903-9302-96c8e8eee81b","parameters":{"options":{},"formTitle":"Búscador de Negocios","formFields":{"values":[{"fieldLabel":"Qué tipo de negocios y en qué zona buscas?","placeholder":"Ejemplo: restaurantes en san isidro lima","requiredField":true}]},"formDescription":"Este formulario permite buscar negocios en los distintos lugares del país."},"executeOnce":false,"notesInFlow":false,"typeVersion":2.5,"alwaysOutputData":false},{"id":"1222c612-92c6-4360-b54f-e1b2c0e417f4","name":"Fetch Google Maps Data (SerpApi)","type":"n8n-nodes-base.httpRequest","position":[-272,1248],"parameters":{"url":"=https://serpapi.com/search.json","options":{"response":{"response":{"responseFormat":"json"}}},"sendQuery":true,"authentication":"genericCredentialType","genericAuthType":"httpQueryAuth","queryParameters":{"parameters":[{"name":"engine","value":"google_maps"},{"name":"q","value":"={{ $json['Qué tipo de negocios y en qué zona buscas?'] }}"}]}},"credentials":{"httpQueryAuth":{"id":"2eJ0DfbVv8aREbGz","name":"Query Auth account"}},"typeVersion":4.4},{"id":"0f4f8249-40a7-4154-abbc-b15f985a5813","name":"Extract Business List","type":"n8n-nodes-base.splitOut","position":[-48,1248],"parameters":{"options":{},"fieldToSplitOut":"local_results"},"typeVersion":1},{"id":"a3fca73c-a7f1-4c72-80cf-9d8a453602bf","name":"Filter by Region (Peru)","type":"n8n-nodes-base.filter","position":[256,1248],"parameters":{"options":{},"conditions":{"options":{"version":3,"leftValue":"","caseSensitive":true,"typeValidation":"strict"},"combinator":"or","conditions":[{"id":"35b3a229-1ba8-4903-a20b-a25ceeaf091a","operator":{"type":"string","operation":"contains"},"leftValue":"={{ $json.address }}","rightValue":"Peru"}]}},"typeVersion":2.3},{"id":"a7458e69-ce03-4316-839e-e8981f5cf7f1","name":"Prioritize Low-Rating Leads","type":"n8n-nodes-base.sort","position":[448,1248],"parameters":{"options":{},"sortFieldsUi":{"sortField":[{"fieldName":"rating"}]}},"typeVersion":1},{"id":"26ed24ca-add9-4f97-911d-3537dc78b10a","name":"Select Top 5 Critical Cases","type":"n8n-nodes-base.limit","position":[640,1248],"parameters":{"maxItems":5},"typeVersion":1},{"id":"5cf3e969-1c54-4f3e-8816-106e89344515","name":"Batch Leads for AI Processing","type":"n8n-nodes-base.aggregate","position":[896,1248],"parameters":{"options":{},"aggregate":"aggregateAllItemData","destinationFieldName":"lista_de_negocios"},"typeVersion":1},{"id":"86dd9b0c-6b23-4526-a090-83eec2ebdc48","name":"Market Intelligence Strategy Agent","type":"@n8n/n8n-nodes-langchain.agent","position":[1136,1248],"parameters":{"text":"=SISTEMA:\nEres un analista experto en recuperación de negocios y reputación online. Tu única fuente de verdad es la variable \"DATOS_REALES\". Está prohibido inventar nombres de negocios o usar datos que no estén en esa lista.\n\nDATOS_REALES (Procesar estos negocios):\n{{ JSON.stringify($json.lista_de_negocios) }}\n\nTU TAREA:\nPara cada uno de los negocios en DATOS_REALES, analiza su situación actual (especialmente su bajo rating o falta de presencia web) y genera:\n\nscore: Calificación del 1 al 10 según la urgencia de mejora (10 = situación crítica, necesita ayuda inmediata).\n\npuntos_debiles: 2 fallos específicos que están dañando su reputación o ventas.\n\ngancho: Una frase rompehielo empática que mencione un problema real detectado sin sonar ofensivo.\n\nemail_template: Un correo breve de venta ofreciendo soluciones específicas (ej: mejorar reseñas, diseño web, o SEO local) para revertir su situación actual.\n\nREGLAS e Instrucciones de formato (CRÍTICO):\n\nSi un dato (como teléfono o web) no viene en la lista, pon \"No disponible\".\n\nMantén el mismo orden de la lista original.\n\nResponde SOLO con el Array de JSON válido. Sin texto antes ni después.\n\nNo incluyas explicaciones, ni etiquetas de código Markdown como ```json.\n\nESTRUCTURA EXACTA:\n[\n{\n\"Nombre\": \"...\", \n\"Tipo\": \"...\", \n\"Teléfono\": \"...\", \n\"Web\": \"...\", \n\"Dirección\": \"...\", \n\"Latitud\": 0, \n\"Longitud\": 0, \n\"Rating\": 8, \n\"Link_Google\": \"...\",\n\"Puntuación_Calidad\": [Tu nota de urgencia 1-10], \n\"Puntos_Débiles\": \"[Tu análisis]\", \n\"Gancho_de_Venta\": \"[Tu frase]\",\n\"Plantilla_de_Correo\": \"[Tu correo]\"\n}\n]\n\n","options":{},"promptType":"define"},"retryOnFail":true,"typeVersion":3.1,"waitBetweenTries":2000},{"id":"a0784339-5746-4969-ac14-bea2ef9f7c35","name":"Clean AI Raw Response","type":"n8n-nodes-base.set","position":[1440,1248],"parameters":{"options":{},"assignments":{"assignments":[{"id":"5049b179-7480-411f-89dc-6be6c4ceb8fe","name":"datos_limpios","type":"string","value":"={{ $json.output }}"}]}},"typeVersion":3.4},{"id":"8317f5fb-6797-449a-9538-6da467bc6c3c","name":"Parse AI Output to JSON","type":"n8n-nodes-base.code","position":[1648,1248],"parameters":{"jsCode":"// Tomamos el texto que envió Gemini y lo convertimos en una lista real\nconst rawData = $input.item.json.datos_limpios;\nconst cleanData = JSON.parse(rawData);\n\n// Devolvemos la lista para que n8n la reconozca como items individuales\nreturn cleanData;"},"typeVersion":2},{"id":"4949dd9e-3dd6-4cf1-86e9-8cbab0913a21","name":"Final Data Formatting","type":"n8n-nodes-base.set","position":[1968,1248],"parameters":{"options":{},"assignments":{"assignments":[{"id":"081ef9a2-2a41-459b-ba81-5cb142f7e3ed","name":"Estado","type":"string","value":"Por contactar"},{"id":"90a37b18-fc16-45ae-b4d2-c107b870d9b1","name":"Fecha_Procesamiento","type":"string","value":"={{ $now.format('yyyy-MM-dd HH:mm') }}"}]},"includeOtherFields":true},"typeVersion":3.4},{"id":"636e46af-3463-44a1-9cbb-e1f4203ae2c4","name":"Save Strategies to Google Sheets","type":"n8n-nodes-base.googleSheets","position":[2240,1248],"parameters":{"columns":{"value":{"Web":"={{ $json.Web }}","Tipo":"={{ $json.Tipo }}","Estado":"={{ $json.Estado }}","Nombre":"={{ $json.Nombre }}","Rating":"={{ $json.Rating }}","Latitud":"={{ $json.Latitud }}","Longitud":"={{ $json.Longitud }}","Teléfono":"={{ $json[\"Teléfono\"].replace(/[^0-9]/g, '') }}","Dirección":"={{ $json['Dirección'] }}","Link_Google":"={{ $json.Link_Google }}","Gancho_de_Venta":"={{ $json.Gancho_de_Venta }}","Puntos_Débiles":"={{ $json['Puntos_Débiles'] }}","Fecha_Procesamiento":"={{ $json.Fecha_Procesamiento }}","Plantilla_de_Correo":"={{ $json.Plantilla_de_Correo }}","Puntuación-Calidad":"={{ $json['Puntuación_Calidad'] }}"},"schema":[{"id":"Nombre","type":"string","display":true,"required":false,"displayName":"Nombre","defaultMatch":false,"canBeUsedToMatch":true},{"id":"Tipo","type":"string","display":true,"removed":false,"required":false,"displayName":"Tipo","defaultMatch":false,"canBeUsedToMatch":true},{"id":"Teléfono","type":"string","display":true,"required":false,"displayName":"Teléfono","defaultMatch":false,"canBeUsedToMatch":true},{"id":"Web","type":"string","display":true,"required":false,"displayName":"Web","defaultMatch":false,"canBeUsedToMatch":true},{"id":"Dirección","type":"string","display":true,"removed":false,"required":false,"displayName":"Dirección","defaultMatch":false,"canBeUsedToMatch":true},{"id":"Latitud","type":"string","display":true,"removed":false,"required":false,"displayName":"Latitud","defaultMatch":false,"canBeUsedToMatch":true},{"id":"Longitud","type":"string","display":true,"removed":false,"required":false,"displayName":"Longitud","defaultMatch":false,"canBeUsedToMatch":true},{"id":"Rating","type":"string","display":true,"required":false,"displayName":"Rating","defaultMatch":false,"canBeUsedToMatch":true},{"id":"Link_Google","type":"string","display":true,"removed":false,"required":false,"displayName":"Link_Google","defaultMatch":false,"canBeUsedToMatch":true},{"id":"Puntuación-Calidad","type":"string","display":true,"required":false,"displayName":"Puntuación-Calidad","defaultMatch":false,"canBeUsedToMatch":true},{"id":"Puntos_Débiles","type":"string","display":true,"required":false,"displayName":"Puntos_Débiles","defaultMatch":false,"canBeUsedToMatch":true},{"id":"Gancho_de_Venta","type":"string","display":true,"required":false,"displayName":"Gancho_de_Venta","defaultMatch":false,"canBeUsedToMatch":true},{"id":"Plantilla_de_Correo","type":"string","display":true,"required":false,"displayName":"Plantilla_de_Correo","defaultMatch":false,"canBeUsedToMatch":true},{"id":"Estado","type":"string","display":true,"required":false,"displayName":"Estado","defaultMatch":false,"canBeUsedToMatch":true},{"id":"Fecha_Procesamiento","type":"string","display":true,"required":false,"displayName":"Fecha_Procesamiento","defaultMatch":false,"canBeUsedToMatch":true}],"mappingMode":"defineBelow","matchingColumns":[],"attemptToConvertTypes":false,"convertFieldsToString":false},"options":{},"operation":"append","sheetName":{"__rl":true,"mode":"id","value":"="},"documentId":{"__rl":true,"mode":"id","value":"="}},"credentials":{"googleSheetsOAuth2Api":{"id":"8XiRJwor29UvbmtZ","name":"Google Sheets account 2"}},"typeVersion":4.7},{"id":"16771ec8-0785-4c85-af2f-28c0894fdb82","name":"Sticky Note13","type":"n8n-nodes-base.stickyNote","position":[-544,1056],"parameters":{"color":7,"width":640,"height":512,"content":"## Data Acquisition\n\nCaptures search keywords from a form and retrieves raw business data from Google Maps via SerpApi, converting the results into individual items for processing."},"typeVersion":1},{"id":"72a72350-cf14-4991-b847-296c3976228d","name":"Sticky Note14","type":"n8n-nodes-base.stickyNote","position":[192,1056],"parameters":{"color":7,"width":672,"height":512,"content":"## Lead Filtering & Selection\n\nFilters leads to ensure geographic relevance and sorts them by rating to identify the businesses with the highest need for improvement."},"typeVersion":1},{"id":"801e2569-5250-4034-92ea-a5febb876b84","name":"Sticky Note15","type":"n8n-nodes-base.stickyNote","position":[1040,1056],"parameters":{"color":7,"width":784,"height":512,"content":"## AI Intelligence & Strategy\n\nUses Gemini AI to analyze business gaps and generate a custom sales strategy, including a priority score and personalized outreach copy."},"typeVersion":1},{"id":"77d0511d-b372-41b0-adff-6932bc24a8a9","name":"Sticky Note16","type":"n8n-nodes-base.stickyNote","position":[1904,1056],"parameters":{"color":7,"width":784,"height":512,"content":"## Output & Storage\n\nStandardizes the enriched lead data and records it into a Google Spreadsheet for the sales team to follow up."},"typeVersion":1}],"active":false,"pinData":{},"settings":{"binaryMode":"separate","availableInMCP":false,"executionOrder":"v1"},"versionId":"2c08962e-3d99-41bc-8443-5b58781a85a8","connections":{"Lead Search Trigger":{"main":[[{"node":"Fetch Google Maps Data (SerpApi)","type":"main","index":0}]]},"Clean AI Raw Response":{"main":[[{"node":"Parse AI Output to JSON","type":"main","index":0}]]},"Extract Business List":{"main":[[{"node":"Filter by Region (Peru)","type":"main","index":0}]]},"Final Data Formatting":{"main":[[{"node":"Save Strategies to Google Sheets","type":"main","index":0}]]},"Filter by Region (Peru)":{"main":[[{"node":"Prioritize Low-Rating Leads","type":"main","index":0}]]},"Parse AI Output to JSON":{"main":[[{"node":"Final Data Formatting","type":"main","index":0}]]},"Google Gemini Chat Model":{"ai_languageModel":[[{"node":"Market Intelligence Strategy Agent","type":"ai_languageModel","index":0}]]},"Prioritize Low-Rating Leads":{"main":[[{"node":"Select Top 5 Critical Cases","type":"main","index":0}]]},"Select Top 5 Critical Cases":{"main":[[{"node":"Batch Leads for AI Processing","type":"main","index":0}]]},"Batch Leads for AI Processing":{"main":[[{"node":"Market Intelligence Strategy Agent","type":"main","index":0}]]},"Fetch Google Maps Data (SerpApi)":{"main":[[{"node":"Extract Business List","type":"main","index":0}]]},"Market Intelligence Strategy Agent":{"main":[[{"node":"Clean AI Raw Response","type":"main","index":0}]]}}},"lastUpdatedBy":1,"workflowInfo":{"nodeCount":19,"nodeTypes":{"n8n-nodes-base.set":{"count":2},"n8n-nodes-base.code":{"count":1},"n8n-nodes-base.sort":{"count":1},"n8n-nodes-base.limit":{"count":1},"n8n-nodes-base.filter":{"count":1},"n8n-nodes-base.splitOut":{"count":1},"n8n-nodes-base.aggregate":{"count":1},"n8n-nodes-base.stickyNote":{"count":6},"n8n-nodes-base.formTrigger":{"count":1},"n8n-nodes-base.httpRequest":{"count":1},"n8n-nodes-base.googleSheets":{"count":1},"@n8n/n8n-nodes-langchain.agent":{"count":1},"@n8n/n8n-nodes-langchain.lmChatGoogleGemini":{"count":1}}},"status":"published","readyToDemo":null,"user":{"name":"JESUS PACAHUALA 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