Create Car Campaigns from 1 Photo: GPT Image 2 + LTX 2.3 + Postoria (n8n)

Create Car Campaigns from 1 Photo with GPT Image 2 + LTX 2.3 + Postoria (n8n)

Turn a single car photo you receive on Telegram into a complete, AI-directed marketing campaign—generate hero frames with OpenAI GPT Image 2, optionally animate them into a short film with fal.ai LTX 2.3, then publish or schedule the final asset in Postoria, all orchestrated by an n8n workflow.

What this workflow does

• Telegram trigger & input collection: 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.
• Campaign brief setup: Collects objective, aspect ratio, film length, tone, and language via a Telegram form. Uploads the source image to ImgBB to obtain a public URL.
• Production spec + blueprint: 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.
• Approval-driven generation: Sends the blueprint to Telegram for approval, then generates one OpenAI GPT Image 2 edited hero frame per beat for review.
• Optional film rendering: If frames are approved, renders one 5-second beat video per frame using fal.ai LTX 2.3 (with native audio), stitches successful beats into a single film using fal.ai FFmpeg Compose, and returns the video to Telegram.
• Postoria publishing/scheduling: Opens a Telegram distribution console, imports the chosen asset (film or still) into Postoria, publishes immediately or schedules it, and records session/post outcomes in n8n Data Tables.

Use cases

• Automate car listing or dealership promo content from customer-submitted photos.
• Batch-create social-ready campaign variations with a human approval checkpoint via Telegram.
• Operators needing a repeatable pipeline for generating, rendering, and publishing assets with logged sessions.

Technical details

• Workflow orchestration (n8n nodes): if, set, code, no op, wait, merge.
• Core AI + media tools: OpenAI (LangChain) multi-agent director, GPT Image 2, fal.ai LTX 2.3, fal.ai FFmpeg Compose.
• Asset handling & publishing: ImgBB for public image URLs; Postoria for distribution; Telegram for input, approvals, and delivery.