remix-graphic-ad-from-reference

# remix-graphic-ad-from-reference ## Purpose Given **one reference ad image** + a **target product** + **new copy**, produce a finished static ad that keeps the reference's *layout and composition* but swaps the product and words for the new brand. This powers the app's "pick a Pinterest ad you like �� get the same ad for your product" flow. It does **not** invent layouts and it does **not** regenerate the whole scene from scratch. It reads the reference, then recreates it with GPT Image 2: - **GPT Image 2 (edit the reference) — ALWAYS use this as the generator.** Run it in **image-edit mode on the reference itself** to preserve the layout/composition and swap in the new product + copy. This is the engine for EVERY remix (premium look). FAL slug `fal-ai/gpt-image-1/edit-image`. - **HTML overlay (goose-graphics) — NOT a generation engine.** It is only an optional FINISHING step: if GPT bakes garbled/misspelled copy, overlay crisp text on top of the GPT output. Never use it as the primary generator — a remix must always be generated by GPT Image 2. ## Inputs | Input | Required | Notes | |---|---|---| | `reference_image` | yes | The ad to recreate (local path or URL). One image. | | `product` | yes | Target product: a clean product render/photo (PNG/webp). Pull the **real** brand asset; grounding/swapping on it is what keeps the label correct. **If the brand asset is a multi-product lineup, crop to the ONE relevant product first** — the remix grounds on a single clean...