{"product_id":"validate-bills-of-lading-with-gmail-replies-gemini-json-n8n","title":"Validate Bills of Lading with Gmail Replies \u0026 Gemini JSON (n8n)","description":"\u003ch3\u003eValidate Bills of Lading from Gmail replies using Gemini JSON in n8n\u003c\/h3\u003e\n\u003cp\u003eThis n8n automation workflow reads \u003cstrong\u003eGmail replies\u003c\/strong\u003e, extracts Bill of Lading details, and \u003cstrong\u003evalidates them using Gemini\u003c\/strong\u003e—returning structured \u003cstrong\u003eJSON\u003c\/strong\u003e you can reliably use for downstream automation.\u003c\/p\u003e\n\n\u003ch3\u003eWhat this workflow does\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003e\n\u003cstrong\u003eTriggers on incoming Gmail activity\u003c\/strong\u003e (a Gmail trigger watches for relevant messages and reply content).\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eProcesses the email text\u003c\/strong\u003e to identify Bill of Lading information present in the reply.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eValidates the extracted fields\u003c\/strong\u003e by sending the content to \u003cstrong\u003eGemini\u003c\/strong\u003e with prompts designed to produce \u003cstrong\u003eGemini JSON\u003c\/strong\u003e.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eGenerates a structured result\u003c\/strong\u003e (via a JSON-oriented flow) so your automation can verify what was sent and act on it consistently.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eUses supporting n8n steps\u003c\/strong\u003e (Code, HTTP Request, and workflow notes) to manage parsing, formatting, and delivery of the validation output.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eUse cases\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003e\n\u003cstrong\u003eCarrier document verification:\u003c\/strong\u003e confirm Bill of Lading details shared by email without manual re-checking.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eOperations triage:\u003c\/strong\u003e automatically flag inconsistencies so teams can request corrections via email.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eSaaS support workflows:\u003c\/strong\u003e standardize how customer or partner Bill of Lading replies are interpreted and validated.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eAudit-ready records:\u003c\/strong\u003e store validated Gemini JSON results for consistent tracking across shipments.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eTechnical details\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003e\n\u003cstrong\u003eGmail Trigger\u003c\/strong\u003e to detect replies containing Bill of Lading information.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eGmail Tool\u003c\/strong\u003e for email-related actions within the workflow.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eCode\u003c\/strong\u003e node(s) to parse message content and prepare inputs.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eHTTP Request\u003c\/strong\u003e node to communicate with external services as needed.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003en8nn8n-nodes-langchainagent\u003c\/strong\u003e to coordinate the validation flow and produce \u003cstrong\u003eGemini JSON\u003c\/strong\u003e outputs.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eSticky Note\u003c\/strong\u003e for workflow documentation\/clarity.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003cp\u003eBuilt for n8n users, automation engineers, and SaaS operators who need reliable \u003cstrong\u003eBill of Lading validation\u003c\/strong\u003e powered by \u003cstrong\u003eGmail replies\u003c\/strong\u003e and \u003cstrong\u003eGemini\u003c\/strong\u003e in a structured format.\u003c\/p\u003e","brand":"N8N Commerce","offers":[{"title":"Default Title","offer_id":45837363609779,"sku":"N8N-16049","price":38.99,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0749\/6279\/6723\/files\/mYutca-ENNQa5W3nn7OK_w9RXJqvg.png?v=1786793594","url":"https:\/\/buyflowscripts.com\/products\/validate-bills-of-lading-with-gmail-replies-gemini-json-n8n","provider":"N8N Commerce","version":"1.0","type":"link"}