{"product_id":"optimize-llm-share-of-voice-with-automated-weekly-reports","title":"Optimize LLM Share of Voice with Automated Weekly Reports","description":"\u003ch3\u003eEnhance Your Brand's Visibility with Automated Weekly LLM Share of Voice Reports\u003c\/h3\u003e\n\n\u003cp\u003eOptimize your brand’s digital presence effortlessly with our advanced n8n workflow designed for precise Share of Voice analysis. This automation runs weekly, systematically querying multiple Large Language Models (LLMs) via OpenRouter, analyzing brand mentions and domain citations, and delivering insightful HTML reports directly to your inbox.\u003c\/p\u003e\n\n\u003ch3\u003eWhat This Workflow Does\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eRuns on a weekly schedule to kickstart your brand visibility analysis.\u003c\/li\u003e\n  \u003cli\u003eExtracts active prompts from a Google Sheets “prompts” tab, expanding into multiple model iterations, and initiates OpenRouter chat completions accordingly.\u003c\/li\u003e\n  \u003cli\u003eProcesses responses through OpenRouter, standardizing into answer texts and citation URLs, and documents results in the “runs” tab.\u003c\/li\u003e\n  \u003cli\u003eUtilizes brand definitions from the “brands” tab to identify brand mentions and citations, recording these findings per model run in the “mentions” tab.\u003c\/li\u003e\n  \u003cli\u003eCalculates comprehensive weekly metrics, including mention rates, citation rates, Share of Voice, and average first-mention position. Results are collated into the “weekly_agg” tab.\u003c\/li\u003e\n  \u003cli\u003eCompiles an HTML report, contrasting current metrics with the prior week, and highlights significant changes such as Share of Voice drops or zero citation rates before emailing the report to stakeholders.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eUse Cases\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eSaaS operators can monitor brand health across various LLM platforms efficiently, making informed strategic decisions.\u003c\/li\u003e\n  \u003cli\u003eAutomation engineers aiming to streamline brand monitoring will find this workflow invaluable for ensuring consistent data flow and analysis.\u003c\/li\u003e\n  \u003cli\u003eMarketing teams can leverage these insights to enhance brand strategies and boost market influence with minimal manual intervention.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eTechnical Details\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003e\n\u003cstrong\u003eGoogle Sheets:\u003c\/strong\u003e Centralizes prompt handling and data aggregation across multiple tabs.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eOpenRouter:\u003c\/strong\u003e Facilitates interactions with multiple LLMs for robust data collection.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eEmail Send:\u003c\/strong\u003e Distributes comprehensive HTML reports to key stakeholders.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eNodes Used:\u003c\/strong\u003e code, no op, wait, email send, sticky note, http request\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003cp\u003eEmpower your brand with data-driven insights and take proactive steps in enhancing your Share of Voice across the digital landscape with our expertly crafted workflow.\u003c\/p\u003e","brand":"N8N Commerce","offers":[{"title":"Default Title","offer_id":45700727537843,"sku":"N8N-17226","price":38.99,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0749\/6279\/6723\/files\/3SvfaiLBG1JvYV9PTibQ_be5385f08aec483d8c4c9ca94f0ea975.jpg?v=1784451731","url":"https:\/\/buyflowscripts.com\/products\/optimize-llm-share-of-voice-with-automated-weekly-reports","provider":"N8N Commerce","version":"1.0","type":"link"}