{ "name": "Product - SERP Analysis (Serper & Crawl4AI)", "nodes": [ { "parameters": { "formTitle": "Keyword Research Form", "formFields": { "values": [ { "fieldLabel": "Focus Keyword", "requiredField": true }, { "fieldLabel": "Country", "fieldType": "dropdown", "fieldOptions": { "values": [ { "option": "de" }, { "option": "us" }, {} ] } } ] }, "options": {} }, "type": "n8n-nodes-base.formTrigger", "typeVersion": 2.2, "position": [ -1340, 1080 ], "id": "d841d3e0-650d-49e7-abba-d5f4186d2312", "name": "On form submission" }, { "parameters": { "url": "https://google.serper.dev/search", "authentication": "genericCredentialType", "genericAuthType": "httpHeaderAuth", "sendQuery": true, "queryParameters": { "parameters": [ { "name": "q", "value": "={{ $json['Focus Keyword']}}" }, { "name": "gl", "value": "={{ $json.Country }}" }, { "name": "device", "value": "mobile" }, { "name": "exclude", "value": "[\"video\", \"image\", \"news\", \"places\"]" } ] }, "sendHeaders": true, "headerParameters": { "parameters": [ { "name": "Content-Type", "value": "application/json" } ] }, "options": {} }, "type": "n8n-nodes-base.httpRequest", "typeVersion": 4.2, "position": [ -1120, 980 ], "id": "dbc11a68-1aa6-4462-b5e9-aa1ceaf9be49", "name": "get_mobile_serp_results", "credentials": { "serpApi": { "name": "" }, "httpHeaderAuth": { "name": "" } } }, { "parameters": {}, "type": "n8n-nodes-base.merge", "typeVersion": 3, "position": [ -400, 900 ], "id": "2d1692b9-0dcf-4074-a4ec-fa7a77780972", "name": "merge_faq" }, { "parameters": { "fieldToSplitOut": "related_questions", "options": {} }, "type": "n8n-nodes-base.splitOut", "typeVersion": 1, "position": [ -180, 900 ], "id": "8d530a29-6caf-4641-9c25-bcd8e85f8a5d", "name": "get_questions" }, { "parameters": { "compare": "selectedFields", "fieldsToCompare": "question", "options": {} }, "type": "n8n-nodes-base.removeDuplicates", "typeVersion": 2, "position": [ 40, 900 ], "id": "e4fd59d3-6bd5-45f4-9c86-45c9bb55d49b", "name": "remove_duplicates_in_questions" }, { "parameters": { "operation": "append", "documentId": { "__rl": true, "value": "", "mode": "list", "cachedResultName": "SERP Analysis (SerpApi + Crawl4AI)", "cachedResultUrl": "" }, "sheetName": { "__rl": true, "value": 954676522, "mode": "list", "cachedResultName": "FAQs", "cachedResultUrl": "" }, "columns": { "mappingMode": "defineBelow", "value": { "question": "={{ $json.question }}", "snippet": "={{ $json.snippet }}", "title": "={{ $json.title }}", "link": "={{ $json.link }}" }, "matchingColumns": [], "schema": [ { "id": "question", "displayName": "question", "required": false, "defaultMatch": false, "display": true, "type": "string", "canBeUsedToMatch": true }, { "id": "title", "displayName": "title", "required": false, "defaultMatch": false, "display": true, "type": "string", "canBeUsedToMatch": true }, { "id": "link", "displayName": "link", "required": false, "defaultMatch": false, "display": true, "type": "string", "canBeUsedToMatch": true }, { "id": "snippet", "displayName": "snippet", "required": false, "defaultMatch": false, "display": true, "type": "string", "canBeUsedToMatch": true } ], "attemptToConvertTypes": false, "convertFieldsToString": false }, "options": {} }, "type": "n8n-nodes-base.googleSheets", "typeVersion": 4.5, "position": [ 260, 900 ], "id": "225cc152-7a2d-4d44-b36c-345b7af2a301", "name": "insert_faqs", "alwaysOutputData": false, "credentials": { "googleSheetsOAuth2Api": { "name": "" } } }, { "parameters": { "url": "https://google.serper.dev/search", "authentication": "genericCredentialType", "genericAuthType": "httpHeaderAuth", "sendQuery": true, "queryParameters": { "parameters": [ { "name": "q", "value": "={{ $json['Focus Keyword']}}" }, { "name": "gl", "value": "={{ $json.Country }}" }, { "name": "device", "value": "desktop" } ] }, "sendHeaders": true, "headerParameters": { "parameters": [ { "name": "Content-Type", "value": "application/json" } ] }, "options": {} }, "type": "n8n-nodes-base.httpRequest", "typeVersion": 4.2, "position": [ -1120, 1180 ], "id": "809d7e4c-af19-4b6a-932e-e4bb0984c957", "name": "get_desktop_serp_results", "credentials": { "serpApi": { "name": "" }, "httpHeaderAuth": { "name": "" } } }, { "parameters": {}, "type": "n8n-nodes-base.merge", "typeVersion": 3, "position": [ -420, 500 ], "id": "cdfd558a-1e56-445b-bdd7-ec0ff35404a4", "name": "merge_faq1" }, { "parameters": { "fieldToSplitOut": "related_searches", "options": {} }, "type": "n8n-nodes-base.splitOut", "typeVersion": 1, "position": [ -200, 500 ], "id": "ed5f875b-c8da-4f6d-adbe-d0fb2f65a967", "name": "get_queries" }, { "parameters": { "operation": "append", "documentId": { "__rl": true, "value": "", "mode": "list", "cachedResultName": "SERP Analysis (SerpApi + Crawl4AI)", "cachedResultUrl": "" }, "sheetName": { "__rl": true, "value": 227535755, "mode": "list", "cachedResultName": "Related Searches", "cachedResultUrl": "=227535755" }, "columns": { "mappingMode": "defineBelow", "value": { "query": "={{ $json.query }}" }, "matchingColumns": [ "query" ], "schema": [ { "id": "query", "displayName": "query", "required": false, "defaultMatch": false, "display": true, "type": "string", "canBeUsedToMatch": true, "removed": false } ], "attemptToConvertTypes": false, "convertFieldsToString": false }, "options": {} }, "type": "n8n-nodes-base.googleSheets", "typeVersion": 4.5, "position": [ 240, 500 ], "id": "44fae620-9f03-4ded-a39e-f1ce2690303c", "name": "insert_related_searches", "credentials": { "googleSheetsOAuth2Api": { "name": "" } } }, { "parameters": { "assignments": { "assignments": [ { "id": "0e112e59-ad43-4321-9de0-d1d502f98266", "name": "related_questions", "value": "={{ $json.peopleAlsoAsk }}", "type": "array" } ] }, "options": {} }, "type": "n8n-nodes-base.set", "typeVersion": 3.4, "position": [ -680, 900 ], "id": "212145e4-0a93-4708-a1b6-334dc44ad2db", "name": "get_faq_mobile", "alwaysOutputData": false }, { "parameters": { "assignments": { "assignments": [ { "id": "fcf16964-061d-4c9e-82c6-954e769e899c", "name": "organic_results", "value": "={{ $json.organic }}", "type": "array" }, { "id": "44fba0e5-686c-4475-89dd-66f711bf910c", "name": "search_parameters.device", "value": "={{ $json.searchParameters.device }}", "type": "string" } ] }, "options": {} }, "type": "n8n-nodes-base.set", "typeVersion": 3.4, "position": [ -680, 1160 ], "id": "571d4620-6efb-4a48-9b13-2e80861270ff", "name": "get_organic_results_mobile" }, { "parameters": { "assignments": { "assignments": [ { "id": "e76a9070-4782-4a54-84b6-bce1eb50023d", "name": "organic_results", "value": "={{ $json.organic }}", "type": "array" }, { "id": "64fffe61-bb13-47e6-9555-c8adb9c3762d", "name": "search_parameters.device", "value": "={{ $json.searchParameters.device }}", "type": "string" } ] }, "options": {} }, "type": "n8n-nodes-base.set", "typeVersion": 3.4, "position": [ -680, 1360 ], "id": "f9288caa-9cb0-4718-aced-30be2e52cd03", "name": "get_organic_results_desktop" }, { "parameters": { "assignments": { "assignments": [ { "id": "0e112e59-ad43-4321-9de0-d1d502f98266", "name": "related_questions", "value": "={{ $json.peopleAlsoAsk }}", "type": "array" } ] }, "options": {} }, "type": "n8n-nodes-base.set", "typeVersion": 3.4, "position": [ -680, 1560 ], "id": "2c2e754e-dee2-4ad5-bda4-dac77155e3cd", "name": "get_faq_desktop" }, { "parameters": { "content": "# Insert Related Searches\n", "height": 380, "width": 960, "color": 4 }, "type": "n8n-nodes-base.stickyNote", "typeVersion": 1, "position": [ -460, 400 ], "id": "487516d9-6f8d-45ca-85f8-fc1e0b233bb0", "name": "Sticky Note" }, { "parameters": { "content": "# Insert FAQs", "height": 380, "width": 960, "color": 4 }, "type": "n8n-nodes-base.stickyNote", "typeVersion": 1, "position": [ -460, 800 ], "id": "90104868-cd44-4c3f-8c6f-3cbaac7515e5", "name": "Sticky Note1" }, { "parameters": { "content": "# Get Data", "height": 1560, "width": 900 }, "type": "n8n-nodes-base.stickyNote", "typeVersion": 1, "position": [ -1400, 400 ], "id": "58d1d60d-b220-4cf1-9dbd-9947365c1322", "name": "Sticky Note3" }, { "parameters": { "content": "# SERP Analysis\n", "height": 760, "width": 2180, "color": 5 }, "type": "n8n-nodes-base.stickyNote", "typeVersion": 1, "position": [ -460, 1200 ], "id": "06106d0c-d558-4429-bb6e-ebd1aeeea4a0", "name": "Sticky Note4" }, { "parameters": { "content": "## Workflow Instructions\n#### Requirements\nTo use this workflow, you will need accounts and API access for the following services:\n- **Google Sheets**\n- **Serper Dev**\n- **Crawl4AI**\n- **OpenAI**\n#### Google Spreadsheet Setup\nCreate a Google Spreadsheet with **three sheets** named exactly as follows:\n1. **SERP Analysis** \n Columns (in order): \n `position`, `title`, `link`, `snippet`, `short_summary`, `potential_focus_keyword`, `relevant_long_tail_keywords`, `unigrams`, `bigrams`, `trigrams`\n2. **FAQs** \n Columns (in order): \n `question`, `title`, `link`, `snippet`\n3. **Related Searches** \n Columns (in order): \n `query`\n> **Tip:** Make sure the sheet names and column headers match exactly, including capitalization and spacing, to ensure the workflow functions correctly.\n#### Getting Started\n1. **Set up your Google Spreadsheet** as described above.\n2. **Configure your API credentials** for Serper Dev, Crawl4AI, and OpenAI within n8n.\n3. **Import the workflow** into your n8n instance.\n4. **Update any required variables or nodes** in the workflow to point to your specific spreadsheet and API keys.\n5. **Run the workflow** and monitor the results in your Google Sheets.\n#### Support & Contact\nDeveloped by **Marvomatic**\n- [Website](https://marvomatic.com)\n- [TikTok](https://www.tiktok.com/@marvomatic)\n- [YouTube](https://www.youtube.com/@marvomatic)\n\nFor business inquiries, email: [hello@marvomatic.com](mailto:hello@marvomatic.com)", "height": 780, "width": 1180 }, "type": "n8n-nodes-base.stickyNote", "typeVersion": 1, "position": [ 540, 400 ], "id": "a76581fa-63b9-4714-bb0f-d6e5b97a78d3", "name": "Sticky Note5" }, { "parameters": { "jsCode": "// Create an array to hold the cleaned items\nconst cleanedArray = [];\n\n// Loop through all input items\nfor (const item of $input.all()) {\n // Create a copy of the item's JSON\n const cleanedItem = {...item.json};\n \n // Filter organic results to remove any with youtube.com in the link\n if (cleanedItem.organic) {\n cleanedItem.organic = cleanedItem.organic.filter(result => \n !result.link.includes('youtube.com')\n );\n \n // Also filter any sitelinks that might contain youtube.com\n for (const result of cleanedItem.organic) {\n if (result.sitelinks) {\n result.sitelinks = result.sitelinks.filter(sitelink => \n !sitelink.link.includes('youtube.com')\n );\n }\n }\n }\n \n // Filter related searches if needed\n if (cleanedItem.relatedSearches) {\n cleanedItem.relatedSearches = cleanedItem.relatedSearches.filter(search => \n !search.query.includes('youtube.com')\n );\n }\n \n // Add the cleaned item to our array\n cleanedArray.push(cleanedItem);\n}\n\n// Return the cleaned array\nreturn cleanedArray;" }, "type": "n8n-nodes-base.code", "typeVersion": 2, "position": [ -920, 980 ], "id": "8e1d466a-e70e-48bf-bd4c-0ffb4df58ff9", "name": "clean_results_mobile" }, { "parameters": { "jsCode": "// Create an array to hold the cleaned items\nconst cleanedArray = [];\n\n// Loop through all input items\nfor (const item of $input.all()) {\n // Create a copy of the item's JSON\n const cleanedItem = {...item.json};\n \n // Filter organic results to remove any with youtube.com in the link\n if (cleanedItem.organic) {\n cleanedItem.organic = cleanedItem.organic.filter(result => \n !result.link.includes('youtube.com')\n );\n \n // Also filter any sitelinks that might contain youtube.com\n for (const result of cleanedItem.organic) {\n if (result.sitelinks) {\n result.sitelinks = result.sitelinks.filter(sitelink => \n !sitelink.link.includes('youtube.com')\n );\n }\n }\n }\n \n // Filter related searches if needed\n if (cleanedItem.relatedSearches) {\n cleanedItem.relatedSearches = cleanedItem.relatedSearches.filter(search => \n !search.query.includes('youtube.com')\n );\n }\n \n // Add the cleaned item to our array\n cleanedArray.push(cleanedItem);\n}\n\n// Return the cleaned array\nreturn cleanedArray;" }, "type": "n8n-nodes-base.code", "typeVersion": 2, "position": [ -920, 1180 ], "id": "03811174-be3a-4054-8d20-0d99772cd0b6", "name": "clean_results_desktop" }, { "parameters": { "assignments": { "assignments": [ { "id": "0e112e59-ad43-4321-9de0-d1d502f98266", "name": "related_searches", "value": "={{ $json.relatedSearches }}", "type": "array" } ] }, "options": {} }, "type": "n8n-nodes-base.set", "typeVersion": 3.4, "position": [ -680, 500 ], "id": "f7f8f3b7-c1b7-452d-b772-594f78c406b2", "name": "get_related_searches_mobile" }, { "parameters": { "assignments": { "assignments": [ { "id": "0e112e59-ad43-4321-9de0-d1d502f98266", "name": "related_searches", "value": "={{ $json.relatedSearches }}", "type": "array" } ] }, "options": {} }, "type": "n8n-nodes-base.set", "typeVersion": 3.4, "position": [ -680, 1760 ], "id": "cebaf5a7-d4ff-4d55-ad5e-1e04e4410094", "name": "get_related_searches_desktop" }, { "parameters": { "compare": "selectedFields", "fieldsToCompare": "query", "options": {} }, "type": "n8n-nodes-base.removeDuplicates", "typeVersion": 2, "position": [ 20, 500 ], "id": "e5777b16-ec07-41f0-9d9e-bd11fe94d37f", "name": "remove_duplicates_in_questions1" }, { "parameters": { "maxItems": 3 }, "type": "n8n-nodes-base.limit", "typeVersion": 1, "position": [ -400, 1360 ], "id": "5f44a0af-2db9-4683-ab5b-2d936a1c2775", "name": "top_3_by_mobile" }, { "parameters": { "maxItems": 3 }, "type": "n8n-nodes-base.limit", "typeVersion": 1, "position": [ -400, 1560 ], "id": "5696379e-fc4c-40a2-a6d1-e64ae9f27827", "name": "top_3_by_desktop" }, { "parameters": {}, "type": "n8n-nodes-base.merge", "typeVersion": 3, "position": [ -180, 1360 ], "id": "da9d9a1e-1a18-4b2c-b949-5ba7e6245dff", "name": "get_urls_to_crawl" }, { "parameters": { "fieldToSplitOut": "organic_results", "options": {} }, "type": "n8n-nodes-base.splitOut", "typeVersion": 1, "position": [ 40, 1360 ], "id": "72b8390f-4cca-435c-b620-bdaf492516a0", "name": "Split Out" }, { "parameters": { "compare": "selectedFields", "fieldsToCompare": "link", "options": {} }, "type": "n8n-nodes-base.removeDuplicates", "typeVersion": 2, "position": [ 260, 1360 ], "id": "3739f1f7-498d-42b1-b8de-074eb853c2e9", "name": "Remove Duplicates" }, { "parameters": { "maxItems": 5 }, "type": "n8n-nodes-base.limit", "typeVersion": 1, "position": [ 500, 1360 ], "id": "83e25836-0066-4f4b-b685-bb29b117ce6a", "name": "Limit" }, { "parameters": { "fieldToSplitOut": "link, snippet, position, title", "options": {} }, "type": "n8n-nodes-base.splitOut", "typeVersion": 1, "position": [ 700, 1360 ], "id": "6b38f0ef-79df-4db9-9781-7e6824e8f0e1", "name": "get_links" }, { "parameters": { "url": "=http://crawl4ai:11235/task/{{ $json.task_id }}", "authentication": "genericCredentialType", "genericAuthType": "httpHeaderAuth", "options": {} }, "type": "n8n-nodes-base.httpRequest", "typeVersion": 4.2, "position": [ 380, 1580 ], "id": "2e2f9ba0-d6f6-4dfe-8d50-0b6c4050e5a6", "name": "get_status", "credentials": { "httpHeaderAuth": { "name": "" } } }, { "parameters": { "assignments": { "assignments": [ { "id": "4eec2c04-b519-4c06-a911-bb7780b776b5", "name": "result.metadata.title", "value": "={{ $('get_status').item.json.result.metadata.title }}", "type": "string" }, { "id": "0eac8d67-34d9-4809-92fc-69f47381e104", "name": "result.metadata.description", "value": "={{ $('get_status').item.json.result.metadata.description }}", "type": "string" }, { "id": "58b74b11-74f8-42e3-b68f-a2aa4c380578", "name": "result.metadata['og:url']", "value": "={{ $('get_status').item.json.result.metadata['og:url'] }}", "type": "string" }, { "id": "f57680c0-48ed-492f-a1d9-508a0c996198", "name": "result.cleaned_html", "value": "={{ $('get_status').item.json.result.cleaned_html }}", "type": "string" } ] }, "options": {} }, "type": "n8n-nodes-base.set", "typeVersion": 3.4, "position": [ 800, 1580 ], "id": "77a31dfd-94d9-4805-9600-de73e6995b36", "name": "get_metadata" }, { "parameters": { "operation": "append", "documentId": { "__rl": true, "value": "", "mode": "list", "cachedResultName": "SERP Analysis (Serper + Crawl4AI)", "cachedResultUrl": "" }, "sheetName": { "__rl": true, "value": "gid=0", "mode": "list", "cachedResultName": "SERPs", "cachedResultUrl": "" }, "columns": { "mappingMode": "defineBelow", "value": { "short_summary": "={{ $json.message.content.short_summary ? $json.message.content.short_summary: \"\" }}", "potential_focus_keyword": "={{ $json.message.content.potential_focus_keyword ? $json.message.content.potential_focus_keyword: \"\" }}", "unigrams": "={{ $json.message.content.n_gram_analysis.unigrams ? $json.message.content.n_gram_analysis.unigrams: \"\" }}", "bigrams": "={{ $json.message.content.n_gram_analysis.bigrams ? $json.message.content.n_gram_analysis.bigrams: \"\" }}", "trigrams": "={{ $json.message.content.n_gram_analysis.trigrams ? $json.message.content.n_gram_analysis.trigrams: \"\" }}", "relevant_long_tail_keywords": "={{ $json.message.content.relevant_long_tail_keywords ? $json.message.content.relevant_long_tail_keywords: \"\" }}", "title": "={{ $('Loop Over Items').item.json.title }}", "link": "={{ $('Loop Over Items').item.json.link }}", "snippet": "={{ $('Loop Over Items').item.json.snippet }}", "position": "={{ $('Loop Over Items').item.json.position }}" }, "matchingColumns": [], "schema": [ { "id": "position", "displayName": "position", "required": false, "defaultMatch": false, "display": true, "type": "string", "canBeUsedToMatch": true, "removed": false }, { "id": "title", "displayName": "title", "required": false, "defaultMatch": false, "display": true, "type": "string", "canBeUsedToMatch": true, "removed": false }, { "id": "link", "displayName": "link", "required": false, "defaultMatch": false, "display": true, "type": "string", "canBeUsedToMatch": true, "removed": false }, { "id": "snippet", "displayName": "snippet", "required": false, "defaultMatch": false, "display": true, "type": "string", "canBeUsedToMatch": true, "removed": false }, { "id": "short_summary", "displayName": "short_summary", "required": false, "defaultMatch": false, "display": true, "type": "string", "canBeUsedToMatch": true }, { "id": "potential_focus_keyword", "displayName": "potential_focus_keyword", "required": false, "defaultMatch": false, "display": true, "type": "string", "canBeUsedToMatch": true }, { "id": "relevant_long_tail_keywords", "displayName": "relevant_long_tail_keywords", "required": false, "defaultMatch": false, "display": true, "type": "string", "canBeUsedToMatch": true }, { "id": "unigrams", "displayName": "unigrams", "required": false, "defaultMatch": false, "display": true, "type": "string", "canBeUsedToMatch": true }, { "id": "bigrams", "displayName": "bigrams", "required": false, "defaultMatch": false, "display": true, "type": "string", "canBeUsedToMatch": true }, { "id": "trigrams", "displayName": "trigrams", "required": false, "defaultMatch": false, "display": true, "type": "string", "canBeUsedToMatch": true } ], "attemptToConvertTypes": false, "convertFieldsToString": false }, "options": {} }, "type": "n8n-nodes-base.googleSheets", "typeVersion": 4.5, "position": [ 1460, 1580 ], "id": "8a1d7086-25ef-4aba-89cb-6b5a0c33d62e", "name": "insert_serp_analysis", "credentials": { "googleSheetsOAuth2Api": { "name": "" } } }, { "parameters": { "method": "POST", "url": "http://crawl4ai:11235/crawl", "authentication": "genericCredentialType", "genericAuthType": "httpHeaderAuth", "sendBody": true, "bodyParameters": { "parameters": [ { "name": "urls", "value": "={{ $json.link }}" } ] }, "options": {} }, "type": "n8n-nodes-base.httpRequest", "typeVersion": 4.2, "position": [ -40, 1580 ], "id": "d80a9011-dda9-4629-ba68-d2d8ccb9dfd4", "name": "get_page_content", "credentials": { "httpHeaderAuth": { "name": "" } } }, { "parameters": {}, "type": "n8n-nodes-base.wait", "typeVersion": 1.1, "position": [ 180, 1580 ], "id": "c1f79552-9de1-4668-8ce2-5d305c2da8e0", "name": "sleep" }, { "parameters": { "conditions": { "options": { "caseSensitive": true, "leftValue": "", "typeValidation": "strict", "version": 2 }, "conditions": [ { "id": "100015ac-f73c-406d-acd5-49a41d60111a", "leftValue": "={{ $json.status }}", "rightValue": "completed", "operator": { "type": "string", "operation": "equals", "name": "filter.operator.equals" } } ], "combinator": "and" }, "options": {} }, "type": "n8n-nodes-base.if", "typeVersion": 2.2, "position": [ 580, 1580 ], "id": "65201719-59c2-4c79-ab24-bf0dd6839588", "name": "check_status" }, { "parameters": { "options": {} }, "type": "n8n-nodes-base.splitInBatches", "typeVersion": 3, "position": [ 1120, 1360 ], "id": "54697f10-4eed-42dc-97ad-cd67edaccab1", 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