{"product_id":"n8n-llm-visibility-checker-workflow-openai-gemini-claude-scores-mentions","title":"n8n LLM Visibility Checker Workflow: OpenAI\/Gemini\/Claude Scores Mentions","description":"\u003ch3\u003eInstant LLM-based brand visibility scoring for your website\u003c\/h3\u003e\n\u003cp\u003eWith this n8n LLM Visibility Checker Workflow, you submit a website URL and automatically get a scored report showing how often your brand\/domain is mentioned across multiple LLM “views” (OpenAI, Google Gemini, Anthropic Claude, Perplexity, and more)—then receive an email and a Discord update.\u003c\/p\u003e\n\n\u003ch3\u003eWhat this workflow does\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003e\n\u003cstrong\u003eCollects inputs via an n8n Form\u003c\/strong\u003e: website URL, optional company\/industry\/competitors, and a report email address.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eNormalizes and prepares your target\u003c\/strong\u003e: adds \u003cem\u003ehttps\u003c\/em\u003e if needed, strips common tracking parameters, derives a root domain and brand name, and generates analysis prompts.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eQueries multiple LLM engines through OpenRouter\u003c\/strong\u003e: iterates over prompts and sends them to selected models including OpenAI, Google Gemini (google\/gemini-2.5-pro), Anthropic Claude Sonnet, Perplexity (perplexity\/sonar-pro), and Grok (x-ai\/grok-4.7).\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eOptionally uses a Bing\/Search\/Copilot path\u003c\/strong\u003e when enabled.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eScores “visibility” from responses\u003c\/strong\u003e: evaluates mentions of your brand\/domain, competitor mentions, and basic sentiment signals.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eAggregates results and generates recommendations\u003c\/strong\u003e: computes per-engine and overall visibility scores with threshold-based guidance.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eDelivers results\u003c\/strong\u003e: renders an HTML report, emails it, logs the run in an n8n Data Table, and posts a Discord summary.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eUse cases\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eSaaS operators tracking whether campaigns increase brand\/domain visibility in AI-powered answers.\u003c\/li\u003e\n  \u003cli\u003eAutomation engineers benchmarking perception across OpenAI, Gemini, Claude, and Perplexity for the same prompt set.\u003c\/li\u003e\n  \u003cli\u003eCompetitor monitoring by including competitors to compare mention frequency and relative visibility scores.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eTechnical details\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003e\n\u003cstrong\u003eIntegrations\u003c\/strong\u003e: OpenRouter LLMs (OpenAI, Gemini, Claude Sonnet, Perplexity, Grok) with optional Bing\/Search\/Copilot path.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003en8n nodes used\u003c\/strong\u003e: code, merge, discord, data table, email send, and sticky note.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eSetup\u003c\/strong\u003e: configure an OpenRouter API credential and provide SMTP credentials for email delivery.\u003c\/li\u003e\n\u003c\/ul\u003e","brand":"N8N Commerce","offers":[{"title":"Default Title","offer_id":46081439858867,"sku":"N8N-19860","price":58.99,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0749\/6279\/6723\/files\/a-7sCdKQGt2kUcYOYZYHW_MpAz467t.png?v=1790241362","url":"https:\/\/buyflowscripts.com\/products\/n8n-llm-visibility-checker-workflow-openai-gemini-claude-scores-mentions","provider":"N8N Commerce","version":"1.0","type":"link"}