Copy-ready GPT Image 2 prompts for portraits, products, posters, and edits — structure, negative cues, and reroll strategy on Voor AI.

17 copy-ready examples

Classic patterns from the OpenAI Cookbook, fal.ai copy-paste library, and production briefs — each card shows the exact prompt we used to generate the sample. Paste into the generator above, run twice, keep the cleaner take.

  • Festival poster — quoted headline — GPT Image 2 prompt example
    Poster & Text

    Festival poster — quoted headline

    Quote exact text + medium + palette

    Music festival poster, large readable title "NIGHT PULSE", neon magenta and cyan gradients, bold sans-serif, print-ready, minimal clutter, no watermark.
    Try in generator
  • Retail sale poster — text in quotes — GPT Image 2 prompt example
    Poster & Text

    Retail sale poster — text in quotes

    OpenAI: wrap in-image text in quotes

    Retail poster reading "Summer Sale 50% Off" in bold sans-serif at top center, bright summer palette, sun and palm motifs, flat vector illustration, print-ready, ample negative space, no extra words.
    Try in generator
  • Coffee sign — explicit text placement — GPT Image 2 prompt example
    Poster & Text

    Coffee sign — explicit text placement

    Pixo: place headline + subline with position

    Coffee shop window sign. Place "AURORA COFFEE" in bold sans-serif at top-center. Below in smaller italic: "Roasted Fresh Daily." Both in white against dark wood. Readable kerning, no clutter, no watermark.
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  • Grad school info session poster — GPT Image 2 prompt example
    Poster & Text

    Grad school info session poster

    MindWired: ratio + hierarchy for mobile

    Graduate school information session poster. Deep green academic palette, readable title "INFO SESSION" at top, date and campus name below in smaller type, flat editorial layout, poster-safe margins, no watermark.
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  • Floating packshot — studio softbox — GPT Image 2 prompt example
    Product & Ecommerce

    Floating packshot — studio softbox

    Subject + surface + light + shadow

    Minimalist sneaker packshot floating above pastel peach gradient, studio softbox, crisp sole texture, ecommerce hero, soft contact shadow, no logos, no watermark.
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  • Fragrance hero — luxury restraint — GPT Image 2 prompt example
    Product & Ecommerce

    Fragrance hero — luxury restraint

    Product + material + mood, no keyword soup

    Premium fragrance campaign. Perfume bottle on marble, wisps of mist and scattered petals, dark background, dramatic clean studio lighting, black burgundy and smoky rose palette, frontal composition readable on mobile, no text.
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  • Beauty lineup — four SKUs — GPT Image 2 prompt example
    Product & Ecommerce

    Beauty lineup — four SKUs

    Count + arrangement + label position

    Beauty product lineup: four lip tint bottles in rosy red, coral, nude pink, and berry arranged in a row on pastel background, studio softbox, small readable color names beneath each bottle, ecommerce hero, no watermark.
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  • Rim-lit hero — negative space for copy — GPT Image 2 prompt example
    Product & Ecommerce

    Rim-lit hero — negative space for copy

    Lighting vocabulary + crop intent

    Product hero with dramatic rim light and soft gradient background, studio photograph, clean negative space upper third for headline overlay, crisp edges, no watermark.
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  • Editorial portrait — 50mm documentary — GPT Image 2 prompt example
    Editorial Photo

    Editorial portrait — 50mm documentary

    fal.ai photoreal: lens + light + texture

    Editorial portrait of creative director, soft Rembrandt window light, 50mm photograph, natural skin texture, neutral wardrobe, shallow depth of field, documentary feel, no posed glamour, no watermark.
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  • Blue-hour street — layered practical light — GPT Image 2 prompt example
    Editorial Photo

    Blue-hour street — layered practical light

    OpenAI Cookbook street scene template

    Narrow side street in Istanbul just after light rain at blue hour. Florist locking up, wet pavement reflections, metal shutter half closed, green apron, paper bundle of tulips, 50mm documentary feel, slight film grain, no logos, no watermark.
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  • Ridge overlook — golden hour 85mm — GPT Image 2 prompt example
    Editorial Photo

    Ridge overlook — golden hour 85mm

    Pixo: describe a photograph, not fantasy

    A woman in a denim jacket photographed from behind on a rocky ridge overlooking mountain ranges. Golden hour, directional light from the left. Shot at 85mm, f/2.8, natural color, no watermark.
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  • SaaS analytics dashboard mockup — GPT Image 2 prompt example
    UI & Screenshots

    SaaS analytics dashboard mockup

    fal.ai UI: hierarchy + widget balance

    Clean SaaS analytics dashboard UI on laptop screen, dark mode, revenue chart, user metrics cards, minimal sans-serif typography, realistic device frame, product marketing screenshot, no watermark.
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  • Mobile app onboarding screen — GPT Image 2 prompt example
    UI & Screenshots

    Mobile app onboarding screen

    OpenAI: readable UI text + spacing

    Mobile app onboarding screen mockup, headline "Track habits daily" centered, primary button "Get started", soft gradient background, iOS-style spacing, shippable product UI, no watermark.
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  • Children's book — watercolor forest helper — GPT Image 2 prompt example
    Illustration

    Children's book — watercolor forest helper

    fal.ai character anchor: wardrobe + palette lock

    Children's book illustration: young forest helper in green hooded tunic, kind expression, hand-painted watercolor look, earthy colors, soft outlines, whimsical but grounded, no text, no watermark.
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  • Retro pixel poster — neon desert chase — GPT Image 2 prompt example
    Illustration

    Retro pixel poster — neon desert chase

    fal.ai style transfer: name palette + edges

    Chunky pixel art poster of a motorcycle chase through a neon desert at night, limited arcade palette, bright glow accents, clean silhouette edges, playful 1980s poster energy, white background, no watermark.
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  • Pour-over coffee — four numbered steps — GPT Image 2 prompt example
    Infographic

    Pour-over coffee — four numbered steps

    OpenAI Cookbook infographic brief

    Minimalist infographic explaining pour-over coffee brewing in four numbered steps, flat vector style, warm browns and cream palette, simple icons, readable step labels, white background, no watermark.
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  • Billboard — exact headline left, product right — GPT Image 2 prompt example
    Poster & Text

    Billboard — exact headline left, product right

    fal.ai billboard: EXACT TEXT block + layout

    Realistic roadside billboard at sunset. Headline EXACT TEXT: "Fresh and clean" in bold sans-serif on the left half. Product bottle on the right, lots of empty space, render text verbatim, no extra words, no watermark.
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17 examplesCopy-readyBy category

GPT Image 2 prompts — 17 copy-ready examples with real outputs

gpt image 2 prompts on this page are not theory — every card in the gallery above shows the exact prompt and the image `openai/gpt-image-2` produced on Voor AI. gpt image 2 prompts that ship follow natural-language briefs: scene, subject, lighting, medium, constraints — not Midjourney keyword stacks. Browse gpt image 2 prompts by category (poster and text, product, editorial photo, UI, illustration, infographic), copy the wording, paste into the generator, generate twice, keep the cleaner take. gpt image 2 prompts are version-controlled assets: store winners in Notion or Git with the model pin and aspect ratio. The library below pulls from OpenAI Cookbook patterns, fal.ai copy-paste recipes, and field-tested commercial briefs so gpt image 2 prompts teams can onboard without reinventing grammar.

Posters Products UI mockups

Quick-start gpt image 2 prompts — four highest-hit recipes

Copy any card in the gallery, or start from these four gpt image 2 prompts that reroll well.

1. Quoted headline poster

Music festival poster, large readable title "NIGHT PULSE", neon magenta and cyan gradients, bold sans-serif, print-ready, minimal clutter, no watermark.

2. Street documentary

Narrow side street in Istanbul just after light rain at blue hour. Florist locking up, wet pavement reflections, 50mm documentary feel, slight film grain, no logos.

3. SaaS dashboard mockup

Clean SaaS analytics dashboard UI on laptop screen, dark mode, revenue chart, user metrics cards, product marketing screenshot, no watermark.

4. Pour-over infographic

Minimalist infographic explaining pour-over coffee brewing in four numbered steps, flat vector style, warm browns and cream palette, readable step labels, white background.

How to read the gpt image 2 prompts library

Six lanes in the gallery — each encodes a different gpt image 2 prompts skill.

Poster & Text

gpt image 2 prompts quote headlines verbatim: "NIGHT PULSE", "Summer Sale 50% Off". Add placement (top-center), type style (bold sans-serif), and no extra words.

Product & Ecommerce

gpt image 2 prompts name surface, light, and shadow: floating packshot, marble hero, four-SKU lineup. Specify counts when layout matters.

Editorial Photo

gpt image 2 prompts read like photo direction: lens (50mm, 85mm), light (Rembrandt, golden hour), texture (film grain, natural skin).

UI & Screenshots

gpt image 2 prompts lock hierarchy: headline, primary button, dark-mode cards. Ask for shippable product UI, not decorative chrome.

Illustration

gpt image 2 prompts name medium (watercolor, pixel poster) and palette constraints. Character prompts lock wardrobe and palette across turns.

Infographic

gpt image 2 prompts number steps, name icon style, and keep labels readable. Flat vector + warm palette beats vague 'make an infographic'.

gpt image 2 prompts grammar (OpenAI Layer Method)

gpt image 2 prompts work best under ~500 words — really. Lead with medium ('35mm photograph', 'flat vector poster'), then subject and action, then lighting and composition, then constraints ('no watermark', 'render text verbatim').

For in-image text, gpt image 2 prompts must use quotes and position: Place "AURORA COFFEE" at top-center. Paraphrasing the headline is the top reason gpt image 2 prompts fail typography.

Edit gpt image 2 prompts use two-column logic: what changes vs what stays locked. 'Change ONLY the background' beats negative prompt spam. See `/how-to-use-gpt-image-2` for upload workflows.

Aspect ratio is compositional on GPT Image 2 — specify 2:3 or 3:2 in the brief when framing matters; the model recomposes rather than cropping.

Why teams treat gpt image 2 prompts like code

gpt image 2 prompts are auditable: marketing, legal, and brand can review the exact sentence before credits burn.

A shared gpt image 2 prompts library cuts rerolls — juniors paste proven briefs instead of guessing keyword density.

When OpenAI ships weight updates, diff your gpt image 2 prompts changelog and rerun the gallery seeds to see what still holds.

gpt image 2 prompts — FAQ

How many gpt image 2 prompts are on this page?

Seventeen copy-ready examples across six categories, each with a generated sample and one-click copy.

How long should gpt image 2 prompts be?

40–90 words for most stills; up to ~500 for complex UI or multi-step infographics. Past that, focus dilutes.

Do gpt image 2 prompts need negative prompts?

Use positive scoping: 'no watermark, no extra limbs, no extra words'. ONLY clauses outperform negative spam on edits.

gpt image 2 prompts vs Midjourney?

Midjourney likes stacked aesthetics; gpt image 2 prompts prefer structured prose and quoted text for typography.

Japanese or CJK gpt image 2 prompts?

Works — quote the exact headline in quotes. For poster-grade Japanese type, also compare `/seedream-text`.

Edit gpt image 2 prompts?

Upload reference + change/preserve lists. Walkthrough at `/how-to-use-gpt-image-2`.

Copy a gpt image 2 prompt and generate

Pick a category, copy the card, run twice in the generator above. gpt image 2 prompts are the cheapest quality lever on Voor AI.

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