{ "meta": { "templateCredsSetupCompleted": true }, "nodes": [ { "id": "50f8bf9b-b49a-4caf-816c-0a19f2c42d8a", "name": "Wait5", "type": "n8n-nodes-base.wait", "position": [ -1584, 640 ], "parameters": { "amount": 60 }, "typeVersion": 1.1 }, { "id": "fb7673ef-58ef-47a7-a6ab-59a96c600113", "name": "Count1", "type": "n8n-nodes-base.set", "position": [ -2064, 384 ], "parameters": { "options": {}, "assignments": { "assignments": [ { "id": "ef3259b8-3818-4584-ad70-72ea81dafda2", "name": "count", "type": "number", "value": 0 } ] } }, "typeVersion": 3.4 }, { "id": "0bf29afc-517a-4df0-a8a5-3db4f228fb43", "name": "Count Increment1", "type": "n8n-nodes-base.set", "position": [ -1408, 640 ], "parameters": { "options": {}, "assignments": { "assignments": [ { "id": "d05a51e9-98b5-4f27-a9bc-a7a2a7a16c8d", "name": "=count", "type": "number", "value": "={{ $('No Operation, do nothing4').last().json.count + 1}}" } ] } }, "typeVersion": 3.4 }, { "id": "26054f12-cd84-409d-ace8-8e974d4ad3cf", "name": "No Operation, do nothing4", "type": "n8n-nodes-base.noOp", "position": [ -1840, 384 ], "parameters": {}, "typeVersion": 1 }, { "id": "40669acb-1761-4296-8eb4-579660d1dac3", "name": "On form submission", "type": "n8n-nodes-base.formTrigger", "position": [ -2736, 384 ], "parameters": { "options": { "buttonLabel": "Scrape", "appendAttribution": false, "respondWithOptions": { "values": { "formSubmittedText": "Scraping started \ud83d\udd0e" } } }, "formTitle": "Maps Extractor", "formFields": { "values": [ { "fieldLabel": "Location URL", "placeholder": "https://www.google.com.br/maps/@-27.0969036,-52.6273034,14z?hl=pt-BR&entry=ttu&g_ep=EgoyMDI1MDcwOS4wIKXMDSoASAFQAw%3D%3D", "requiredField": true }, { "fieldLabel": "Keyword Search", "placeholder": "Restaurant", "requiredField": true }, { "fieldLabel": "Country", "placeholder": "US", "requiredField": true }, { "fieldLabel": "My company's segment", "placeholder": "Marketing Agency", "requiredField": true } ] }, "formDescription": "Use this form to scrape businesses from Google Maps, based on a starting location.\n\nMake sure to copy the URL from your browser address bar. DO NOT use the Share feature in Google Maps." }, "typeVersion": 2.2 }, { "id": "259bf7c0-e7fe-40d4-99b5-2b14c81f425c", "name": "Merge", "type": "n8n-nodes-base.merge", "position": [ 880, 384 ], "parameters": {}, "typeVersion": 3.2 }, { "id": "d9ebef8c-b67e-48b6-8c9e-1de9365f7783", "name": "Create Table", "type": "n8n-nodes-base.postgres", "position": [ -2448, -96 ], "parameters": { "query": "CREATE TABLE business_scraping_result (\n place_id text PRIMARY KEY,\n page_summary TEXT,\n name TEXT,\n category TEXT,\n address TEXT,\n description TEXT,\n google_url TEXT,\n website TEXT,\n phone_number TEXT,\n reviews_count INTEGER,\n rating NUMERIC(2,1),\n services_provided TEXT[],\n top_reviews JSONB,\n sales_helper TEXT\n);\n", "options": {}, "operation": "executeQuery" }, "credentials": { "postgres": { "name": "" } }, "typeVersion": 2.6 }, { "id": "92750861-c9e6-49e3-ac95-a795873f6333", "name": "When clicking \u2018Execute workflow\u2019", "type": "n8n-nodes-base.manualTrigger", "disabled": true, "position": [ -2720, -96 ], "parameters": {}, "typeVersion": 1 }, { "id": "f2026d33-7f29-4626-963f-411990cd4afc", "name": "scrape_as_markdown", "type": "@n8n/n8n-nodes-langchain.mcpClientTool", "position": [ 496, 208 ], "parameters": { "include": "selected", "endpointUrl": "=https://mcp.brightdata.com/mcp?token=YOUR_BRIGHT_DATA_TOKEN", "includeTools": [ "scrape_as_markdown" ], "serverTransport": "httpStreamable" }, "typeVersion": 1.1 }, { "id": "e8c95bf2-2bcf-451d-a465-1e1d8e91b584", "name": "Request finished", "type": "n8n-nodes-base.if", "position": [ -1424, 384 ], "parameters": { "options": {}, "conditions": { "options": { "version": 2, "leftValue": "", "caseSensitive": true, "typeValidation": "strict" }, "combinator": "or", "conditions": [ { "id": "ea3eb544-5ee9-49b4-85b2-3af89684ed61", "operator": { "type": "string", "operation": "notEquals" }, "leftValue": "={{ $json.status }}", "rightValue": "=running" } ] } }, "typeVersion": 2.2 }, { "id": "01576305-68c7-4617-b144-e8d6d53c231c", "name": "Reached retry limit", "type": "n8n-nodes-base.if", "position": [ -1824, 640 ], "parameters": { "options": {}, "conditions": { "options": { "version": 2, "leftValue": "", "caseSensitive": true, "typeValidation": "strict" }, "combinator": "and", "conditions": [ { "id": "f118e0f7-8+1234567890-f0f31b4cdfd6", "operator": { "type": "number", "operation": "equals" }, "leftValue": "={{ $('No Operation, do nothing4').last().json.count }}", "rightValue": 10 } ] } }, "typeVersion": 2.2 }, { "id": "85ffc9bb-fce9-4fe9-af75-937bf3c78773", "name": "Sticky Note", "type": "n8n-nodes-base.stickyNote", "position": [ -2096, 272 ], "parameters": { "color": 7, "width": 848, "height": 592, "content": "## Retry logic\nRetries until the extraction is ready or until the retry limit is reached" }, "typeVersion": 1 }, { "id": "b71ae4f9-184d-4bd1-994a-adc04f2783f5", "name": "Message Generator", "type": "@n8n/n8n-nodes-langchain.chainLlm", "position": [ 1088, 384 ], "parameters": { "text": "={{ JSON.stringify($json) }}", "batching": {}, "messages": { "messageValues": [ { "message": "=You are a business development assistant helping an entrepreneur prepare for a cold call to a business lead.\n\nTake into account that my company segment is: {{ $('On form submission').first().json['My company\\'s segment'] }}\n\n# TASK\nYou will receive structured data about a business, including basic info, services, reviews, and contact details.\n\nYour job is to generate:\n1. A short cold call opening message the entrepreneur can use to start the conversation.\n2. A list of supportive talking points or insights the entrepreneur can use during the call to sound informed and build rapport.\n\n# OUTPUT STRUCTURE\n1. Opening Message (Spoken Script):\n- 2\u20134 sentences.\n- Friendly, confident, respectful tone.\n- Show that the caller is familiar with the business.\n- Mention something specific (e.g. high rating, food quality, atmosphere, community praise).\n- Introduce the caller\u2019s intention (e.g. connect, collaborate, learn more).\n\n2. Call Support Notes (Bullet List):\n- Provide 3\u20135 relevant talking points about the business based on reviews, services, and offerings.\n- Suggest areas the entrepreneur can mention or ask about (e.g. \u201cYour place seems popular with tourists and locals alike \u2014 how do you approach that balance?\u201d)\n- Avoid quoting reviews verbatim \u2014 instead, summarize sentiment or praise.\n\n# INSTRUCTIONS\n- Generate a personalized cold call opening message\n- Generate a list of insightful, natural talking points to help the entrepreneur carry the conversation confidently\n\n# GUIDELINES\n- Output only the results, without any intro or outro text." } ] }, "promptType": "define" }, "executeOnce": false, "typeVersion": 1.7 }, { "id": "9859f00a-697b-4053-97d4-0b9995fcbc7a", "name": "Company website exists", "type": "n8n-nodes-base.if", "position": [ 16, 384 ], "parameters": { "options": {}, "conditions": { "options": { "version": 2, "leftValue": "", "caseSensitive": true, "typeValidation": "strict" }, "combinator": "and", "conditions": [ { "id": "48807393-7b5c-4403-9d00-7dff6d9b1a5b", "operator": { "type": "string", "operation": "exists", "singleValue": true }, "leftValue": "={{ $json?.company?.open_website }}", "rightValue": "" } ] } }, "typeVersion": 2.2 }, { "id": "a347e372-2f66-4420-a242-6a78805dda6c", "name": "Organize data", "type": "n8n-nodes-base.set", "position": [ -688, 384 ], "parameters": { "options": {}, "assignments": { "assignments": [ { "id": "e695fad7-d55c-4d88-8ce8-f7940f0bb902", "name": "place_id", "type": "string", "value": "={{ $json.place_id }}" }, { "id": "5ec77d22-6cae-49a2-9bad-16a542f0929c", "name": "=company.google_url", "type": "string", "value": "={{ $json.url }}" }, { "id": "d318da82-27c7-431c-9fe0-dfd1819436e1", "name": "company.name", "type": "string", "value": "={{ $json.name }}" }, { "id": "6b040b65-255c-4f3a-9bb8-e40eda983106", "name": "company.category", "type": "string", "value": "={{ $json.category }}" }, { "id": "13ebb481-c965-4c2e-aa4f-da4a5a5f9de2", "name": "company.address", "type": "string", "value": "={{ $json.address }}" }, { "id": "eeebdad8-ca95-4b94-a7d1-f9a260b91844", "name": "company.description", "type": "string", "value": "={{ $json.description }}" }, { "id": "f4d61c24-1dea-48c8-b0c5-b34db06f434a", "name": "company.reviews_count", "type": "number", "value": "={{ $json.reviews_count }}" }, { "id": "06cc04a8-dc98-4deb-aaa9-8d3258cefc31", "name": "company.rating", "type": "number", "value": "={{ $json.rating }}" }, { "id": "5db1cdc7-e02f-4aa0-8a63-fac3b404ba5f", "name": "company.services_provided", "type": "array", "value": "={{ $json.services_provided }}" }, { "id": "0d22b017-0cc9-4e04-9b1e-1cb15474f56c", "name": "company.open_website", "type": "string", "value": "={{ $json.open_website }}" }, { "id": "2abb740f-0dcf-4d1b-96a9-408013eb76fe", "name": "company.phone_number", "type": "string", "value": "={{ $json.phone_number }}" }, { "id": "11b1a2e5-c226-4585-a2cc-42d08918dcd8", "name": "company.top_reviews", "type": "array", "value": "={{ $json.top_reviews }}" } ] } }, "typeVersion": 3.4 }, { "id": "33646f79-938a-4664-8db0-300b084555e9", "name": "Set Limit", "type": "n8n-nodes-base.limit", "position": [ -464, 384 ], "parameters": { "maxItems": 15 }, "typeVersion": 1 }, { "id": "73d9e7c7-f169-44f7-9d1e-3cca73b836bd", "name": "Sticky Note1", "type": "n8n-nodes-base.stickyNote", "position": [ 480, 352 ], "parameters": { "color": 3, "width": 192, "height": 80, "content": "### \u261d\ufe0f Bright Data MCP\nPlace your token here" }, "typeVersion": 1 }, { "id": "3b641cc7-1b9b-44a5-8d7c-e4f0a92d722d", "name": "Bright Data | Request data", "type": "n8n-nodes-base.httpRequest", "position": [ -2304, 384 ], "parameters": { "url": "https://api.brightdata.com/datasets/v3/trigger", "method": "POST", "options": {}, "jsonBody": "=[\n {\n \"country\": \"{{ $json.Country }}\",\n \"zoom_level\": \"14\",\n \"keyword\": \"{{ $json['Keyword Search'] }}\",\n \"lat\": \"{{ $json.latitude }}\",\n \"long\": {{ $json.longitude.toNumber() }}\n }\n]", "sendBody": true, "sendQuery": true, "specifyBody": "json", "authentication": "predefinedCredentialType", "queryParameters": { "parameters": [ { "name": "dataset_id", "value": "gd_m8ebnr0q2qlklc02fz" }, { "name": "include_errors", "value": "true" }, { "name": "type", "value": "discover_new" }, { "name": "discover_by", "value": "location" } ] }, "nodeCredentialType": "brightdataApi" }, "credentials": { "brightdataApi": { "name": "" } }, "typeVersion": 4.2 }, { "id": "0b1c5b72-e2b8-47f6-a4a8-c1c8079fe1d7", "name": "Set Fields", "type": "n8n-nodes-base.set", "position": [ 640, 0 ], "parameters": { "options": {}, "assignments": { "assignments": [ { "id": "aacc7f04-f2db-4dbd-8089-21a11ce5eaa4", "name": "summary", "type": "string", "value": "={{ $json.output }}" }, { "id": "9011fbcc-142b-4366-ad43-5462b4d1a4c1", "name": "company", "type": "object", "value": "={{ $('Set Limit').item.json.company }}" }, { "id": "84077369-7220-47d3-b072-72e7f976b20a", "name": "place_id", "type": "string", "value": "={{ $('Set Limit').item.json.place_id }}" } ] } }, "typeVersion": 3.4 }, { "id": "18b73983-a302-47a8-8713-23769d72caad", "name": "Sticky Note2", "type": "n8n-nodes-base.stickyNote", "position": [ -2768, -336 ], "parameters": { "color": 4, "width": 528, "height": 432, "content": "## Run this to create your Supabase table" }, "typeVersion": 1 }, { "id": "3652dcbb-195a-49bd-8cfd-9135fc9f5c5f", "name": "Sticky Note3", "type": "n8n-nodes-base.stickyNote", "position": [ -2384, 224 ], "parameters": { "color": 7, "width": 256, "height": 336, "content": "The `zoom_level` controls the radius of your search. A lower zoom means a higher radius.\n\nThe `dataset_id` refers to the [Google Maps scraper](https://brightdata.com/cp/scrapers/api/gd_m8ebnr0q2qlklc02fz/location/) from BrightData" }, "typeVersion": 1 }, { "id": "138123ad-ccbf-44b5-a880-16048feabaa4", "name": "Extract latitude and logitude from URL", "type": "n8n-nodes-base.set", "position": [ -2528, 384 ], "parameters": { "options": {}, "assignments": { "assignments": [ { "id": "3210b179-d62e-458a-a265-c8ecdb21423f", "name": "latitude", "type": "string", "value": "={{ $json['Location URL'].match(/@(-?\\d+\\.\\d+),(-?\\d+\\.\\d+)/)[1] }}" }, { "id": "b2c0c095-08a1-434e-86cd-a68901666d1a", "name": "longitude", "type": "string", "value": "={{ $json['Location URL'].match(/@(-?\\d+\\.\\d+),(-?\\d+\\.\\d+)/)[2] }}" } ] }, "includeOtherFields": true }, "typeVersion": 3.4 }, { "id": "20692ebd-54d3-466f-8fc3-4680ae6c6649", "name": "Check status of data extraction", "type": "@brightdata/n8n-nodes-brightdata.brightData", "position": [ -1632, 384 ], "parameters": { "resource": "webScrapper", "operation": "monitorProgressSnapshot", "snapshot_id": "={{ $('Bright Data | Request data').item.json.snapshot_id }}", "requestOptions": {} }, "credentials": { "brightdataApi": { "name": "" } }, "typeVersion": 1 }, { "id": "4ad46e5e-fd26-479f-82fe-9e9eadc6f726", "name": "Download the snapshot content", "type": "@brightdata/n8n-nodes-brightdata.brightData", "position": [ -1168, 384 ], "parameters": { "resource": "webScrapper", "operation": "downloadSnapshot", "snapshot_id": "={{ $('Bright Data | Request data').item.json.snapshot_id }}", "requestOptions": {} }, "credentials": { "brightdataApi": { "name": "" } }, "typeVersion": 1 }, { "id": "cb24cd2f-6573-4ca4-932e-e3facbd99e63", "name": "Snapshot finished building", "type": "n8n-nodes-base.if", "position": [ -928, 384 ], "parameters": { "options": {}, "conditions": { "options": { "version": 2, "leftValue": "", "caseSensitive": true, "typeValidation": "strict" }, "combinator": "and", "conditions": [ { "id": "7095f725-e308-44a2-884b-23f64a38b5cf", "operator": { "type": "string", "operation": "notEquals" }, "leftValue": "={{ $json.status }}", "rightValue": "building" } ] } }, "typeVersion": 2.2 }, { "id": "29293465-3a93-4594-9351-8d753414092c", "name": "Wait", "type": "n8n-nodes-base.wait", "position": [ -912, 592 ], "parameters": { "amount": 10 }, "typeVersion": 1.1 }, { "id": "49295de7-384b-4ded-80d3-be6d82d624db", "name": "Sticky Note4", "type": "n8n-nodes-base.stickyNote", "position": [ -528, 304 ], "parameters": { "color": 7, "width": 224, "height": 224, "content": "Limit the amount of items to save in your database, if you'd like." }, "typeVersion": 1 }, { "id": "2b0580c3-098b-4cbb-8df0-a202fab50c76", "name": "Google Gemini Chat Model", "type": "@n8n/n8n-nodes-langchain.lmChatGoogleGemini", "position": [ 1088, 592 ], "parameters": { "options": {}, "modelName": "models/gemini-2.5-pro" }, "credentials": { "googlePalmApi": { "name": "" } }, "typeVersion": 1 }, { "id": "0d412f34-8db8-444a-8b4e-3ef535f7bf66", "name": "Loop Over Items", "type": "n8n-nodes-base.splitInBatches", "position": [ -240, 384 ], "parameters": { "options": {} }, "typeVersion": 3 }, { "id": "38e7f499-1212-413f-9654-b5a784b4b428", "name": "Sticky Note6", "type": "n8n-nodes-base.stickyNote", "position": [ -288, 240 ], "parameters": { "color": 7, "width": 208, "height": 288, "content": "A loop is used here to ensure that even if an error occurs with one of the items, all previous items will still be saved in the database." }, "typeVersion": 1 }, { "id": "f96bfc5e-9d97-4941-84c3-02803bfafbe5", "name": "Scrape & Summarize", "type": "@n8n/n8n-nodes-langchain.agent", "position": [ 272, 0 ], "parameters": { "text": "=Use the tool 'scrape_as_markdown' with the url:\n{{ $json.company.open_website }}", "options": { "systemMessage": "=You are a web-scraping AI agent equipped with the tool 'scrape_as_markdown'.\n\n# TASK\nScrape the homepage of the provided website and generate a structured summary of the company based on the main content.\n\n## OBJECTIVES\n1. Scrape.\n2. Extract only the core content of the page.\n3. Identify key information:\n - Company mission or vision\n - Products or services offered\n - Target audience or market\n - Key messaging, branding, or positioning\n - Any highlighted achievements, updates, or announcements\n\n## CONSTRAINTS\n- Prioritize meaningful textual content over visuals or layout elements.\n- Ensure clarity and neutrality in the summary.\n\n# OUTPUT REQUIREMENTS\nReturn a summary of 300-500 words in the following format:\n[Company Name]:\n\n[Summary of company in 300-500 words, clearly structured and written in neutral, informative language.]" }, "promptType": "define" }, "executeOnce": false, "typeVersion": 2.2 }, { "id": "ba12786e-24b4-4262-a7f8-e883cf3d2367", "name": "Supabase | Upsert row", "type": "n8n-nodes-base.postgres", "position": [ 1456, 384 ], "parameters": { "table": { "__rl": true, "mode": "list", "value": "business_scraping_result", "cachedResultName": "business_scraping_result" }, "schema": { "__rl": true, "mode": "list", "value": "public" }, "columns": { "value": { "name": "={{ $('Merge').item.json.company.name }}", "rating": "={{ $('Merge').item.json.company.rating }}", "address": "={{ $('Merge').item.json.company.address }}", "website": "={{ $('Merge').item.json.company.open_website }}", "category": "={{ $('Merge').item.json.company.category }}", "place_id": "={{ $('Merge').item.json.place_id }}", "google_url": "={{ $('Merge').item.json.company.google_url }}", "description": "={{ $('Merge').item.json.company.description }}", "top_reviews": "={{ { \"reviews\": $('Merge').item.json.company.top_reviews } }}", "page_summary": "={{ $('Merge').item.json.summary }}", "phone_number": "={{ $('Merge').item.json.company.phone_number }}", "sales_helper": "={{ $json.text }}", "reviews_count": "={{ $('Merge').item.json.company.reviews_count }}", "services_provided": "={{ $('Merge').item.json.company.services_provided }}" }, "schema": [ { "id": "place_id", "type": "string", "display": true, "removed": false, "required": true, "displayName": "place_id", "defaultMatch": false, "canBeUsedToMatch": true }, { "id": "page_summary", "type": "string", "display": true, "required": false, "displayName": "page_summary", "defaultMatch": false, "canBeUsedToMatch": false }, { "id": "name", "type": "string", "display": true, "required": false, "displayName": "name", "defaultMatch": false, "canBeUsedToMatch": false }, { "id": "category", "type": "string", "display": true, "required": false, "displayName": "category", "defaultMatch": false, "canBeUsedToMatch": false }, { "id": "address", "type": "string", "display": true, "required": false, "displayName": "address", "defaultMatch": false, "canBeUsedToMatch": false }, { "id": "description", "type": "string", "display": true, "required": false, "displayName": "description", "defaultMatch": false, "canBeUsedToMatch": false }, { "id": "google_url", "type": "string", "display": true, "required": false, "displayName": "google_url", "defaultMatch": false, "canBeUsedToMatch": false }, { "id": "website", "type": "string", "display": true, "required": false, "displayName": "website", "defaultMatch": false, "canBeUsedToMatch": false }, { "id": "phone_number", "type": "string", "display": true, "required": false, "displayName": "phone_number", "defaultMatch": false, "canBeUsedToMatch": false }, { "id": "reviews_count", "type": "number", "display": true, "required": false, "displayName": "reviews_count", "defaultMatch": false, "canBeUsedToMatch": false }, { "id": "rating", "type": "number", "display": true, "required": false, "displayName": "rating", "defaultMatch": false, "canBeUsedToMatch": false }, { "id": "services_provided", "type": "array", "display": true, "required": false, "displayName": "services_provided", "defaultMatch": false, "canBeUsedToMatch": false }, { "id": "top_reviews", "type": "object", "display": true, "required": false, "displayName": "top_reviews", "defaultMatch": false, "canBeUsedToMatch": false }, { "id": "sales_helper", "type": "string", "display": true, "required": false, "displayName": "sales_helper", "defaultMatch": false, "canBeUsedToMatch": false } ], "mappingMode": "defineBelow", "matchingColumns": [ "place_id" ], "attemptToConvertTypes": false, "convertFieldsToString": false }, "options": {}, "operation": "upsert" }, "credentials": { "postgres": { "name": "" } }, "typeVersion": 2.6 }, { "id": "eec559ce-5a6b-4ef5-9571-4501b0aead51", "name": "Sticky Note7", "type": "n8n-nodes-base.stickyNote", "position": [ 1376, 224 ], "parameters": { "color": 7, "width": 272, "height": 320, "content": "To connect to Supabase using Postgres credentials, just click the `Connect` button in Supabase header and use the `Transaction pooler` parameters.\n\n[Official documentation](https://supabase.com/docs/guides/database/connecting-to-postgres)" }, "typeVersion": 1 }, { "id": "2e2c2538-d0f9-4b99-8416-01fa05155707", "name": "Sticky Note8", "type": "n8n-nodes-base.stickyNote", "position": [ -2544, -256 ], "parameters": { "color": 7, "width": 272, "height": 320, "content": "To connect to Supabase using Postgres credentials, just click the `Connect` button in Supabase header and use the `Transaction pooler` parameters.\n\n[Official documentation](https://supabase.com/docs/guides/database/connecting-to-postgres)" }, "typeVersion": 1 }, { "id": "2afe13ea-056e-4cf6-89cf-004185d14da9", "name": "Sticky Note5", "type": "n8n-nodes-base.stickyNote", "position": [ -3216, -336 ], "parameters": { "width": 416, "height": 848, "content": "### This n8n workflow automates lead extraction from Google Maps, enriches data with AI, and stores results for cold outreach.\n\nIt uses the [Bright Data](https://brightdata.com/) community node and Bright Data MCP for scraping and AI message generation.\n\n### **How it works**\n1. **Form Submission**\n \n User provides Google Maps starting location, keyword and country.\n \n2. **Bright Data Scraping**\n \n [Bright Data](https://brightdata.com/) community node triggers a Maps scraping job, monitors progress, and downloads results.\n \n3. **AI Message Generation**\n \n Uses Bright Data MCP with LLMs to create a personalized cold call script and talking points for each lead.\n \n4. **Database Storage**\n \n Enriched leads and scripts are upserted to Supabase.\n \n\n### **How to use**\nSet up all the credentials, create your Postgres table and submit the form. The rest happens automatically.\n\n### **Requirements**\n- LLM account (OpenAI, Gemini\u2026) for API usage.\n- [Bright Data](https://brightdata.com/) account for API and MCP usage.\n- Supabase account (or other Postgres database) to store information." }, "typeVersion": 1 }, { "id": "ff9438ac-9290-491f-b057-b201aa5cc2b0", "name": "Sticky Note10", "type": "n8n-nodes-base.stickyNote", "position": [ 1680, -112 ], "parameters": { "color": 7, "width": 660, "height": 664, "content": "# Author\n![Solomon](https://gravatar.com/avatar/79aa147f090807fe0f618fb47a1de932669e385bb0c84bf3a7f891ae7d174256?r=pg&d=retro&size=200)\n### Solomon\n\ud83c\udf93 AI & Automation Educator - Follow me on [LinkedIn](https://www.linkedin.com/in/guisalomao/)\n\nFor business inquiries:\n- automations.solomon@gmail.com\n- [Telegram](https://t.me/salomaoguilherme)\n- [LinkedIn](https://www.linkedin.com/in/guisalomao/)\n\n\n### Check out my other templates\n### \ud83d\udc49 https://n8n.io/creators/solomon/\n" }, "typeVersion": 1 }, { "id": "17b4edba-7e3b-4e15-99b9-d8a2744e4e41", "name": "Sticky Note16", "type": "n8n-nodes-base.stickyNote", "position": [ 1696, 448 ], "parameters": { "color": 4, "width": 620, "height": 80, "content": "### \ud83d\udca1 **Want to learn advanced n8n skills and earn money building workflows?**\n\u200e \u200e \u200e \u200e \u200e \u200e \u200e \u200eCheck out [Scrapes Academy](https://www.skool.com/scrapes/about?ref=21f10ad99f4d46ba9b8aaea8c9f58c34)" }, "typeVersion": 1 }, { "id": "e1b4b9c1-4abb-493c-b744-7729cf105337", "name": "gpt-5-mini", "type": "@n8n/n8n-nodes-langchain.lmChatOpenAi", "position": [ 272, 208 ], "parameters": { "model": { "__rl": true, "mode": "list", "value": "gpt-5-mini", "cachedResultName": "gpt-5-mini" }, "options": {} }, "credentials": { "openAiApi": { "name": "" } }, "typeVersion": 1.2 } ], "connections": { "Wait": { "main": [ [ { "node": "Download the snapshot content", "type": "main", "index": 0 } ] ] }, "Merge": { "main": [ [ { "node": "Message Generator", "type": "main", "index": 0 } ] ] }, "Wait5": { "main": [ [ { "node": "Count Increment1", "type": "main", "index": 0 } ] ] }, "Count1": { "main": [ [ { "node": "No Operation, do nothing4", "type": "main", "index": 0 } ] ] }, "Set Limit": { "main": [ [ { "node": "Loop Over Items", "type": "main", "index": 0 } ] ] }, "Set Fields": { "main": [ [ { "node": "Merge", "type": "main", "index": 0 } ] ] }, "gpt-5-mini": { "ai_languageModel": [ [ { "node": "Scrape & Summarize", "type": "ai_languageModel", "index": 0 } ] ] }, "Organize data": { "main": [ [ { "node": "Set Limit", "type": "main", "index": 0 } ] ] }, "Loop Over Items": { "main": [ [], [ { "node": "Company website exists", "type": "main", "index": 0 } ] ] }, "Count Increment1": { "main": [ [ { "node": "No Operation, do nothing4", "type": "main", "index": 0 } ] ] }, "Request finished": { "main": [ [ { "node": "Download the snapshot content", "type": "main", "index": 0 } ], [ { "node": "Reached retry limit", "type": "main", "index": 0 } ] ] }, "Message Generator": { "main": [ [ { "node": "Supabase | Upsert row", "type": "main", "index": 0 } ] ] }, "On form submission": { "main": [ [ { "node": "Extract latitude and logitude from URL", "type": "main", "index": 0 } ] ] }, "Scrape & Summarize": { "main": [ [ { "node": "Set Fields", "type": "main", "index": 0 } ] ] }, "scrape_as_markdown": { "ai_tool": [ [ { "node": "Scrape & Summarize", "type": "ai_tool", "index": 0 } ] ] }, "Reached retry limit": { "main": [ [], [ { "node": "Wait5", "type": "main", "index": 0 } ] ] }, "Supabase | Upsert row": { "main": [ [ { "node": "Loop Over Items", "type": "main", "index": 0 } ] ] }, "Company website exists": { "main": [ [ { "node": "Scrape & Summarize", "type": "main", "index": 0 } ], [ { "node": "Merge", "type": "main", "index": 1 } ] ] }, "Google Gemini Chat Model": { "ai_languageModel": [ [ { "node": "Message Generator", "type": "ai_languageModel", "index": 0 } ] ] }, "No Operation, do nothing4": { "main": [ [ { "node": "Check status of data extraction", "type": "main", "index": 0 } ] ] }, "Bright Data | Request data": { "main": [ [ { "node": "Count1", "type": "main", "index": 0 } ] ] }, "Snapshot finished building": { "main": [ [ { "node": "Organize data", "type": "main", "index": 0 } ], [ { "node": "Wait", "type": "main", "index": 0 } ] ] }, "Download the snapshot content": { "main": [ [ { "node": "Snapshot finished building", "type": "main", "index": 0 } ] ] }, "Check status of data extraction": { "main": [ [ { "node": "Request finished", "type": "main", "index": 0 } ] ] }, "When clicking \u2018Execute workflow\u2019": { "main": [ [ { "node": "Create Table", "type": "main", "index": 0 } ] ] }, "Extract latitude and logitude from URL": { "main": [ [ { "node": "Bright Data | Request data", "type": "main", "index": 0 } ] ] } } }