{"product_id":"create-car-campaigns-from-1-photo-gpt-image-2-ltx-2-3-postoria-n8n","title":"Create Car Campaigns from 1 Photo: GPT Image 2 + LTX 2.3 + Postoria (n8n)","description":"\u003ch3\u003eCreate Car Campaigns from 1 Photo with GPT Image 2 + LTX 2.3 + Postoria (n8n)\u003c\/h3\u003e\n\u003cp\u003eTurn a single car photo you receive on Telegram into a complete, AI-directed marketing campaign—generate hero frames with \u003cstrong\u003eOpenAI GPT Image 2\u003c\/strong\u003e, optionally animate them into a short film with \u003cstrong\u003efal.ai LTX 2.3\u003c\/strong\u003e, then publish or schedule the final asset in \u003cstrong\u003ePostoria\u003c\/strong\u003e, all orchestrated by an \u003cstrong\u003en8n\u003c\/strong\u003e workflow.\u003c\/p\u003e\n\n\u003ch3\u003eWhat this workflow does\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003e\n\u003cstrong\u003eTelegram trigger \u0026amp; input collection:\u003c\/strong\u003e Starts when a Telegram message arrives. If no photo is attached, it asks for one and pre-fills a creative brief from the photo caption or the last saved session.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eCampaign brief setup:\u003c\/strong\u003e Collects objective, aspect ratio, film length, tone, and language via a Telegram form. Uploads the source image to \u003cstrong\u003eImgBB\u003c\/strong\u003e to obtain a public URL.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eProduction spec + blueprint:\u003c\/strong\u003e Builds a production spec (including render sizes, beat plan, negative prompt, and a cost estimate), opens a session row in an n8n Data Table, and uses an OpenAI (LangChain) multi-agent director to produce a structured campaign plan.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eApproval-driven generation:\u003c\/strong\u003e Sends the blueprint to Telegram for approval, then generates one \u003cstrong\u003eOpenAI GPT Image 2\u003c\/strong\u003e edited hero frame per beat for review.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eOptional film rendering:\u003c\/strong\u003e If frames are approved, renders one \u003cstrong\u003e5-second beat\u003c\/strong\u003e video per frame using \u003cstrong\u003efal.ai LTX 2.3\u003c\/strong\u003e (with native audio), stitches successful beats into a single film using \u003cstrong\u003efal.ai FFmpeg Compose\u003c\/strong\u003e, and returns the video to Telegram.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003ePostoria publishing\/scheduling:\u003c\/strong\u003e Opens a Telegram distribution console, imports the chosen asset (film or still) into \u003cstrong\u003ePostoria\u003c\/strong\u003e, publishes immediately or schedules it, and records session\/post outcomes in n8n Data Tables.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eUse cases\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eAutomate car listing or dealership promo content from customer-submitted photos.\u003c\/li\u003e\n  \u003cli\u003eBatch-create social-ready campaign variations with a human approval checkpoint via Telegram.\u003c\/li\u003e\n  \u003cli\u003eOperators needing a repeatable pipeline for generating, rendering, and publishing assets with logged sessions.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eTechnical details\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003e\n\u003cstrong\u003eWorkflow orchestration (n8n nodes):\u003c\/strong\u003e if, set, code, no op, wait, merge.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eCore AI + media tools:\u003c\/strong\u003e OpenAI (LangChain) multi-agent director, \u003cstrong\u003eGPT Image 2\u003c\/strong\u003e, \u003cstrong\u003efal.ai LTX 2.3\u003c\/strong\u003e, \u003cstrong\u003efal.ai FFmpeg Compose\u003c\/strong\u003e.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eAsset handling \u0026amp; publishing:\u003c\/strong\u003e ImgBB for public image URLs; Postoria for distribution; Telegram for input, approvals, and delivery.\u003c\/li\u003e\n\u003c\/ul\u003e","brand":"N8N Commerce","offers":[{"title":"Default Title","offer_id":45899964874931,"sku":"N8N-18694","price":5.99,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0749\/6279\/6723\/files\/LwWps7RvMXGJg06thNMSH_hb4ssjvw.png?v=1787735762","url":"https:\/\/buyflowscripts.com\/products\/create-car-campaigns-from-1-photo-gpt-image-2-ltx-2-3-postoria-n8n","provider":"N8N Commerce","version":"1.0","type":"link"}