Before writing a prompt or opening an image-generation tool, spend 10 to 30 minutes browsing Pinterest for inspiration and reference images. The visual search functions as the creative kickoff: it surfaces compositions, lighting, and moods faster than trying to describe them from scratch, and produces a concrete reference to feed into Custom-Trained GPT for Image-to-Prompt Conversion.
Demonstrated on a real 2025 client project (Arcti, a newly launched Finnish canned water brand) where the client supplied only two rendered product files and a mood board — Pinterest browsing filled the gap between a loose mood board and a workable visual reference before any prompt was written.
In a 2025 client project for the Finnish canned-water brand Arcti, the Pinterest browse fed directly into the next pipeline step: the chosen reference image was screenshotted and handed to Custom-Trained GPT for Image-to-Prompt Conversion to become the generation prompt — Pinterest sourcing and prompt-writing are treated as one continuous move, not separate research and production phases.
Из тем: Unsorted, A Product-Photography Pipeline, End to End