GPT Image 2 Prompts
A curated library of 12 production-tested prompts for OpenAI's GPT Image 2 — posters, photorealistic portraits, UI design systems, text-heavy infographics. Copy a prompt, tweak it, or generate a variation instantly in Mango AI.

Elegant city poster layering a miniature sculler's oar wake into a hand-painted panorama of Boston landmarks. Great stress test for typography and layered detail.
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A striking Spring 2026 city poster for Boston with an elegant celebratory mood and a bold contemporary design. On a clean off-white textured background with large areas of negative space, a miniature single sculler rows across the lower right corner of the image on a narrow ribbon of reflective water. The wake from the oar sweeps upward in a dynamic calligraphic curve, gradually transforming into the Charles River and then into a dreamlike hand-painted panorama of Boston. Inside this flowing river-shaped composition are iconic Boston elements: the Back Bay skyline, Beacon Hill brownstones, Acorn Street, Boston Public Garden, Swan Boats, Zakim Bridge, Fenway-inspired details, historic brick architecture, harbor ferries, and the city's waterfront atmosphere. Soft morning fog, golden spring light, subtle festive accents in crimson and gold, rich detail, layered depth, sophisticated city-poster aesthetics, fresh and refined, visually powerful but not overcrowded. Elegant typography in the lower left reads “SPRING 2026” with a vertical slogan “BOSTON, A CITY OF RIVER, MEMORY, AND INVENTION”, text clear and beautifully composed, premium graphic design, 9:16
by @BubbleBrain · source

A retro 1960s travel poster rendered as modern pencil illustration — pastel coastline, classic white car, lemon-tree framing, screen-print texture.
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Modern pencil illustration of Vintage travel poster illustration of the Amalfi Coast, Italy, panoramic coastal cliff road scene, classic 1960s white car driving along a curved seaside road, deep blue Mediterranean sea with small sailboats, colorful pastel hillside village, bright blue sky with soft clouds, lemon tree branches with vibrant yellow lemons framing the foreground, warm summer sunlight, bold vibrant colors, retro 1950s travel poster style, cinematic composition, high detail, screen print texture, graphic illustration. Hand-drawn style, illustration with loose strokes and defined contours. High-contrast color palette, maintaining chromatic harmony between background and elements. Contemporary and decorative aesthetic.
by @WolfRiccardo · source

Bird's-eye watercolor + colored-pencil city map with 12 hand-drawn Chengdu food vignettes and handwritten recommendations. Pushes fine text and small-scale illustration.
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一张手绘风格的城市美食地图,以成都为主题。画面以鸟瞰视角的手绘简化城市地图为底,标注主要道路和地标但不追求精确比例而是追求可爱的手绘感。地图上分布着 12 个美食地点的精致手绘小插画:春熙路的串串香(一把竹签插着各种食材冒着热气)、宽窄巷子的三大炮(三个糯米团子飞向铜盘)、建设路的蛋烘糕(金黄酥脆正在翻面)、玉林路的火锅(九宫格锅翻滚冒泡)等,每个插画约占地图的 5% 面积,旁边用手写体标注店名和一句推荐语"凌晨两点还在排队的那家"。地图边缘用手绘藤蔓和辣椒装饰形成边框。右下角有一个手绘指南针和图例说明。左上角标题"成都·吃货暴走地图"使用胖圆的手绘美术字配辣椒装饰。整体画风为水彩+彩铅混合的手绘质感,颜色以暖色系(辣椒红、姜黄、翠绿)为主,图片比例 1:1。
by @Panda20230902 · source

Oversized painted letters conforming to a bridge surface with vanishing-point distortion. Demonstrates GPT Image 2's industry-leading typography-on-surface rendering.
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①场景 跨海大桥的侧面,dramatic cinematic angle。 巨型 bold sans-serif 文字「___②文字内容 跨海大桥」 painted onto the surface of ___③主体物 无,从靠近镜头的前端开始,沿表面向远端 progressively foreshortens 逐渐透视压缩,letterforms conform to surface curvature 贴合物体曲面,surface-integrated not floating。 文字部分区域被 无___④前景遮挡物 无___ occluded and hidden,在间隙中露出, 形成 depth-layering 纵深穿插效果。 Oversized bright yellow + sharp orange outline,extreme perspective distortion aligned to vanishing point。Cinematic lighting, motion blur, poster-grade dynamic integrated typography, modern advertising aesthetics。

A giant koi swimming through a dreamy nebula, seen from low angle with a small figure gazing up. Strong scale contrast, vertical 9:16 composition.
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一幅超现实主义数字插画风格,采用低角度仰拍视角。画面描绘了一条巨型彩色锦鰤遨游在梦幻般的星云中,四周环绕着色彩鲜艳的星云与气泡。画面中央还站着一个小人,背对观众,神情平静地仰望空中这条巨大的锦鰤,锦鰤头向下看着小人。整体画面呈现出强烈的大小对比,氛围空灵又梦幻。比例9:16

Tiny six-word Japanese prompt producing a highly detailed near-future sci-fi mandala. Shows the model's ability to expand minimal prompts.
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曼茶羅の近未来SF版を描いて

Turn a character concept into a '90s Super Famicom box-art style poster. Short Japanese prompt.
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小悪魔リリムリリィちゃんが スーパーファミコンのゲームだったときのポスターを考えて
by @lilimliliychan · source

Seven-word prompt, uncannily realistic candid portrait. A good baseline for identity + environment control.
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Sam Altman on a skateboard at a skatepark with no people.
by @Malek1173989 · source

Highly detailed 35mm film portrait with fluorescent + neon mix lighting, authentic grain and glass reflections. Long, richly specified prompt.
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35mm film photography with harsh convenience store fluorescent lighting mixed with colorful neon signs from outside, authentic film grain, high contrast, slight color cast, cinematic street editorial style, intimate medium shot, early 20s Chinese female idol with ultra-realistic delicate refined Chinese features, almond-shaped eyes with natural double eyelids, high nose bridge, small sharp V-shaped jawline, flawless porcelain skin with cool ivory undertone and visible specular highlights from fluorescent light, subtle skin texture and micro pores, natural dewy makeup with soft flush on cheeks, glossy natural pink lips, subtle natural freckles across nose and cheeks, long dark brown hair in a messy high ponytail with many loose strands falling around face and neck, wearing an oversized white button-up shirt loosely tied at the waist paired with a black pleated mini skirt, barefoot in simple white slides, casual leaning pose against the glass door of a 24-hour convenience store at late night, one leg bent with foot resting against the door frame, one hand holding a bottle of iced drink, bright cold fluorescent store light from inside mixed with pink and blue neon glow from outside signs, realistic reflections on glass door, blurred convenience store interior with shelves and snacks in background, authentic 35mm film color grading, extremely sharp yet soft skin rendering, natural hair strands, realistic fabric wrinkles and drape, no plastic skin, no digital over-sharpening, no airbrushing, no watermark, no text, authentic late-night convenience store atmosphere
by @BubbleBrain · source

Generate a complete UI design system — web, mobile, cards, controls, buttons — from a single style reference prompt. Go-to test for GPT Image 2's UI coherence.
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用这种风格帮我生成一套UI设计系统,包含网页、移动端、卡片、控件、按钮 以及其它

A single-sentence prompt that produces a convincingly amateur crowd snapshot — proof of GPT Image 2's photoreal realism at low-quality-photo vibes.
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Amateur iPhone photo at Apple Park during the iPhone 20 keynote, Tim Cook presenting on stage. Shot from the crowd at a distance
by @patrickassale · source

Casual handwritten notes, crossed-out words, underlined headings — a benchmark for legible handwriting generation.
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Amateur photo of an open notebook lying flat, filled with handwritten notes in black ballpoint pen. The handwriting is casual and slightly messy, like personnal notes, natural imperfections, crossed out words, underlined headings. Shot from slightly above, natural daylight from a window, no flash. Casual desk setting, shot on iPhone
by @patrickassale · source