GPT-image-2 Universal Simplified Infographic

At a glance

Model

GPT-image-2

Use cases

RED covers, WeChat headers

Audience

Self-media operators, content creators

Problem solved

Having subject text but not knowing how to make it into a memorable key visual

Subject

text, abstract

Core style

minimalism

Aspect ratio

Choose 1:1, 4:5, 16:9, or 9:16 based on the publishing scene

Difficulty

Beginner. Keep the original prompt structure first, then fine-tune the topic.

Variable replacement guide

Best use cases

A highly simplified infographic layout designed to convert complex text or discussions into high-contrast, focal-point-highlighted visual infographics. It uses red and black text paired with a minimalist background to achieve a "get it in seconds" communication effect. It is ideal for RED (Xiaohongshu) covers, WeChat headers, and other scenarios requiring quick turnaround. The target audience includes self-media operators and content creators. Its core value is not in stacking stylistic buzzwords, but in solving the pain point of 'having subject text but not knowing how to make it into a memorable key visual': lock in the subject and composition first, then swap out the variable information so that a single template can serve multiple topics.

Visual style

The stylistic foundation of the 'GPT-image-2 Universal Simplified Infographic' is minimalism. When reading the image, priority is given to readable text hierarchies and minimalism, followed by the relationship between the text, abstract elements, and background; negative space, hierarchy, and color exist solely to serve this main relationship. The final output looks like a finished product ready for use on RED covers or WeChat headers, rather than a mere stylistic experiment.

How to generate a new image

1. 1Copy the complete 'GPT-image-2 Universal Simplified Infographic' prompt, preserving the descriptions for style, subject, composition, texture, lighting, and aspect ratio.
2. 2Modify only the topic or subject first, keeping the style, texture, and lighting descriptions intact.
3. 3Generate 2-4 images in GPT-image-2 or your preferred tool with default parameters. Refer to 1:1, 4:5, 16:9, or 9:16 based on your target platform.
4. 4Compare with the target infographic visual: check if the subject is clear, the information hierarchy is legible, and the colors and style match the reference image.
5. 5If the output drifts, first reduce background noise, then reinforce core style keywords or adjust the ratio, avoiding changing too many variables at once.

Prompt remix example

Topic: GPT-image-2 Universal Simplified Infographic Ratio: Original ratio

Topic: New Product Launch Ratio: 4:5

With these modifications, the image retains its minimalist style and infographic visual composition, but the subject, text, or frame will adapt to the new publishing scenario, making it suitable for generating another ready-to-use visual.

A clean, intuitive infographic. Large title: "What does it mean to 'sell your body'?", using prominent large black and red fonts. Below is a list of items marked with red vertical lines, with text including: "Working around toxic gases in rubber and tire factories", "Working on sunny construction sites in high temperatures of 37-38°C", "Laboring under high concentrations of dust in mines and timber yards", "Working 12 hours in two shifts at an electronics factory". Bottom concluding remark: "Are these also 'selling your body'?", with an overall off-white background, presenting a minimalist, high-contrast typography style. Topic: New Product Launch Ratio: 4:5

Model and parameter tips

• GPT-image-2：Excellent for Chinese/English text comprehension, typography, and complex layouts. When generating visual infographics, it is recommended to directly write out the subject, aspect ratio, and intended use.
• Midjourney：Great for enhancing stylistic atmosphere and composition reference. You can append aspect ratio parameters, but text stability might fluctuate.
• FLUX：Suitable for clean subjects, photographic texture, and graphic structures. Describe using natural language and reduce command-style parameters not recognized by the platform.

How to improve weak results

• When the subject in 'GPT-image-2 Universal Simplified Infographic' is not prominent, write 'key visual centered', 'clear silhouette', 'large areas of negative space', or directly name the core object of the infographic.
• When the style drifts, appending 'minimalism', 'high-contrast hierarchy', and 'clear textures' is more effective than adding emotional words.
• If the image feels cluttered, strip out background elements, edge annotations, decorative symbols, and subtitles, leaving only the most critical layer of information.
• If the text is blurry or messy, shorten the text and emphasize letter-spacing, negative space, hierarchy, and legibility, reducing decorative strokes if necessary.
• If the colors are off, clearly define the main colors, background color, brightness, and saturation, rather than using vague terms like 'premium feel' or 'atmospheric'.
• If the platform aspect ratio is incorrect, change to 1:1, 4:5, 16:9, or 9:16, while reducing the density of small text accordingly.