Test the workflow,
not the marketing claim.
Poster generation should be reviewed as a layout system rather than a mood board, with explicit checks for hierarchy, safe text areas, unwanted pseudo-typography, print texture, aspect ratio, and reusable campaign variations.
Experimental electronic music festival poster, oversized condensed type placeholders, electric blue field, silver halftone sphere, asymmetric Swiss grid, high contrast screen-print texture, leave all wording blank.
Sneaker launch poster
Limited-edition sneaker launch poster, shoe enlarged in forced perspective above a concrete city plaza, electric green motion trail, black and off-white palette, editorial grid energy, no generated typography.
Jazz album cover
Contemporary jazz album cover, blurred long-exposure trumpet reflections on wet asphalt, black and copper palette, small modular type area left blank, tactile printed grain, sophisticated and minimal.
Sustainability report cover
Annual sustainability report cover, macro photograph of translucent green material fibers, disciplined white grid, understated data motif, premium corporate editorial design, no company name, no readable text.
PYTHON QUICKSTART
Keep the request reproducible.
Store credentials in the environment. Record the exact model identifier, dimensions, test date, and retry count with the resulting asset.
import os
from openai import OpenAI
client = OpenAI(
api_key=os.environ["APIMART_API_KEY"],
base_url="https://api.apimart.ai/v1",
)
result = client.images.generate(
model="gpt-image-1-official",
prompt=PROMPT,
size="1024x1024",
n=1,
)Before you publish a result
- Record model ID, parameters, date, latency, and retry count.
- Review instruction following and protected attributes.
- Flag invented text, marks, anatomy, or unwanted objects.
- Keep the raw output linked to the original fixture.
- Do not claim a universal winner from one prompt.