{"product_id":"automate-google-ads-analysis-with-gpt-5-4-in-n8n-workflows","title":"Automate Google Ads Analysis with GPT-5.4 in n8n Workflows","description":"\u003cp\u003eStop wasting ad budget on irrelevant search queries. This n8n workflow automates your Google Ads search term analysis using GPT-5.4, transforming manual spreadsheet reviews into an intelligent, automated pipeline that delivers actionable keyword recommendations directly to Google Sheets.\u003c\/p\u003e\n\n\u003ch3\u003eWhat this workflow does\u003c\/h3\u003e\n\u003cp\u003eThis production-ready automation connects Google Ads API, OpenAI, and Google Sheets to create a comprehensive search term intelligence system that runs every 30 days or on-demand:\u003c\/p\u003e\n\n\u003cul\u003e\n\u003cli\u003e\n\u003cstrong\u003eExtracts complete search term data from Google Ads\u003c\/strong\u003e - Uses Google Ads API (GAQL searchStream) to pull every search term that triggered ads in the last 30 days, including campaign context, matched keywords, match types, search term status, and full performance metrics (impressions, clicks, CTR, cost, conversions, conversion rates)\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eProcesses and cleans raw data\u003c\/strong\u003e - Code nodes normalize API data, format currency and percentages, apply metrics thresholds, and structure clean datasets for AI analysis\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003ePerforms AI-powered search term analysis\u003c\/strong\u003e - GPT-5.4 analyzes each search term for relevance, intent matching, and performance optimization opportunities\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eGenerates structured reports in Google Sheets\u003c\/strong\u003e - Automatically saves comprehensive analysis with actionable keyword exclusion and inclusion recommendations\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eUse cases\u003c\/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cstrong\u003ePPC managers\u003c\/strong\u003e - Eliminate manual search term reviews and identify budget-wasting queries automatically\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eDigital marketing agencies\u003c\/strong\u003e - Scale search term optimization across multiple client accounts with consistent AI-driven analysis\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eIn-house marketing teams\u003c\/strong\u003e - Maintain clean, high-performing Google Ads campaigns without dedicating hours to manual keyword analysis\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eCampaign optimization\u003c\/strong\u003e - Discover high-intent search terms for keyword expansion and low-relevance terms for negative keyword lists\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eTechnical details\u003c\/h3\u003e\n\u003cp\u003eBuilt with essential n8n nodes including HTTP Request for Google Ads API integration, Code nodes for data processing, Google Sheets connector for report automation, Set nodes for data manipulation, and Manual Trigger for on-demand execution. This workflow transforms complex Google Ads search term data into actionable intelligence using advanced AI analysis.\u003c\/p\u003e","brand":"N8N Commerce","offers":[{"title":"Default Title","offer_id":45482878206131,"sku":"N8N-15385","price":36.99,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0749\/6279\/6723\/files\/mIZMsuPqWLizrj0qBRTf_bab2979d2cd841eb8b1b386200835e0c.jpg?v=1777539876","url":"https:\/\/buyflowscripts.com\/products\/automate-google-ads-analysis-with-gpt-5-4-in-n8n-workflows","provider":"N8N Commerce","version":"1.0","type":"link"}