GPT Image 2 Prompt Guide: 100+ Examples

GPT Image 2 is OpenAI’s most capable image generation model to date, with major improvements in text rendering, realistic detail, complex composition, and multi-turn editing.

Compared with earlier image models that often struggled with text, character consistency, and fine-grained visual control, GPT Image 2 is better suited for high-precision creative work. It can generate clear, accurate, sharp text inside images, maintain people and objects consistently across multiple edits, and combine multiple reference images for more advanced generation and editing workflows. These capabilities are especially useful for poster design, product visuals, realistic photography, advertising concepts, and multilingual typography.

Still, even a powerful model depends on the quality of your prompt. If your prompt is vague, the result will usually be vague. If your prompt is specific, the output is much more likely to look like something you can actually use.

This guide gives you two things: a reusable prompt framework you can apply to almost any visual idea, and 60+ ready-to-use prompts organized around real workflows for designers, marketers, and creators. Every example is written with one goal in mind: helping you get a usable result from the first generation, so you can copy, edit, and test faster.

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How to Write GPT Image 2 Prompts That Actually Work

To generate high-quality images with GPT Image 2, the key is not making your prompt as long as possible. The key is making your request clear.

The Four-Part Prompt Framework

A strong GPT Image 2 prompt usually answers four questions in order:

1. Subject — What is the main object or person in the image?

Be specific. Instead of writing “a man,” write “a man in his 50s with a gray beard, wearing a charcoal wool coat.”

Anything you leave unclear will be filled in by the model. But those automatic choices may feel generic, or they may drift away from what you had in mind.

2. Setting — Where is the scene, and what is the lighting like?

The setting shapes the entire mood of the image. You can describe the environment, time of day, and light source.

For example: “a small bakery at 6 a.m., with a single brass pendant lamp casting warm top light, while cool blue dawn light enters through the front door.”

That one sentence gives the model a much clearer sense of space, emotion, and atmosphere.

3. Style — What visual style should the image use?

The style could be realistic photography, 35mm film, flat illustration, isometric 3D rendering, watercolor illustration, cinematic still, studio product photography, magazine editorial, and more.

It is usually better to choose one main style at a time. Too many style references can make the result visually confused and reduce the quality of the final image.

4. Specs — What requirements must the image follow?

Specs include aspect ratio, composition, camera angle, whether text should appear, the exact text content, and what should not appear.

For example, you can write: square format, overhead composition, shallow depth of field, include the text "New Arrival" in the image, no watermark, no extra people.

Many GPT Image 2 prompts fail at this step. If you do not define constraints, the model has to improvise. The clearer your specs are, the more controllable the result becomes.

Three Prompting Rules for Better GPT Image 2 Results

If you want GPT Image 2 to generate more stable and accurate images, defining the subject, setting, style, and specs is only the beginning. The three rules below are especially useful for poster design, product image editing, character consistency, multilingual text generation, and advertising concepts.

GPT Image 2 Prompt Cheat Sheet

If you are not sure how to write a GPT Image 2 prompt, start with this quick reference table.

For the same image idea, a weak prompt is usually too broad. The model has to fill in the missing details, which often leads to ordinary or inconsistent results. A strong prompt defines the subject, setting, style, and constraints clearly, making the output more accurate, controllable, and closer to a usable final image.

You will notice that a strong prompt does not always have to be longer. It just has to be more specific. Instead of stacking adjectives, it gives the model the key information that actually affects image quality. For GPT Image 2, the clearer your prompt is, the more stable and precise the result usually becomes.

100+ Ready-to-Use GPT Image 2 Prompts

Below are 100+ GPT Image 2 prompts designed for real creative workflows, covering realistic photography, poster design, product photography, logos, infographics, UI mockups, advertising concepts, character consistency, and multilingual typography.

Each prompt is written to get as close as possible to a usable result on the first generation. You can copy them directly, or replace the content inside [brackets] with your own product, brand, character, or creative theme.

1. Realistic Photography

Realistic photography is one of the most common use cases for GPT Image 2, and also one of the clearest ways to judge image quality. Whether you are creating portraits, street photography, travel images, or everyday lifestyle moments, a good prompt should make the image feel like it was captured by a real camera, not assembled by AI.

The prompts below focus on common elements in realistic photography: subject, setting, lighting, lens feel, and composition. You can copy them directly or use them as templates for your own realistic photography prompts.

Realistic photography generated with GPT Image 2

1. A woman in her early 30s sits alone by the window in a quiet café, holding a porcelain cup with both hands and looking thoughtfully outside. Overcast afternoon light, soft shadows, 35mm film look, shallow depth of field, natural colors. Realistic photography.

2. A weathered fisherman in his 60s repairs a fishing net on the deck of a small wooden boat at dawn, with a black mixed-breed dog sleeping quietly beside him. Cold blue light rises in the east, light mist over the water, 50mm lens, natural candid composition. Realistic photography.

3. Close-up of two pairs of hands kneading fresh dough on a marble countertop dusted with flour, one hand wearing a wedding ring. Warm window light enters from the right, with tiny flour particles floating in the air. Emphasize the micro details of skin, dough, and flour. Realistic photography.

4. A teenage girl skateboarding in an empty plaza during golden hour, captured mid-air with her hair lifted by the motion and a long soft shadow behind her. Cinematic wide-angle lens, 35mm, only slight motion blur on the edge of the skateboard. Realistic photography.

5. An elderly couple walking hand in hand along a wet cobblestone street in a small European town at dusk, photographed from behind, with warm shop lights reflecting on the road. Environmental wide-angle shot, 35mm film look, natural grain. Realistic photography.

6. A young father holding a sleeping child in a quiet airport waiting area late at night, under soft fluorescent lighting, with a plane visible through the large window behind them. Natural candid shot, documentary photography feel, realistic and understated, not overly staged. Realistic photography.

7. A young man in a dark trench coat stands on a rainy city street at night, holding a half-folded black umbrella, with neon reflections on the pavement. Low-saturation cool tones, cinematic street photography composition, 85mm lens, slightly blurred background. Realistic photography.

8. At the seaside early in the morning, a woman who has just finished running stands at the end of a wooden boardwalk adjusting her earbuds, with light sweat on her forehead and the sun just rising over the horizon. Natural morning light, clear air, active lifestyle photography, realistic skin texture. Realistic photography.

9. An elderly flower shop owner stands at the entrance of a small shop, holding a freshly arranged bouquet of white lilies, surrounded by flowers and green plants. Morning natural light, neighborhood lifestyle atmosphere, 50mm portrait lens, true and soft colors. Realistic photography.

10. A young boy sits in the chair of an old-fashioned barbershop, wearing a white barber cape, looking seriously at his new haircut in the mirror. Warm indoor lighting, mirrored and real-world double composition, everyday documentary style. Realistic photography.

Generate Realistic Photography with GPT Image 2

2. Poster Design and Typography

Poster design and in-image typography are some of the most valuable use cases for GPT Image 2. Compared with many models that struggle with text accuracy, layout hierarchy, and type details, GPT Image 2 is better suited for visuals that require clear titles, subtitles, and structured graphic design.

For this type of prompt, put every required piece of text inside quotation marks, and describe the font style, weight, color, position, and layout as clearly as possible. If text accuracy matters, add: exactly as written, with no extra characters.

The prompts below cover concert posters, exhibition posters, film posters, bookstore posters, brand campaign posters, and event key visuals. You can copy them directly or use them as templates for poster prompts.

Poster design and typography generated with GPT Image 2

1. A minimalist poster for a jazz quartet performance. Deep navy background, with a warm spotlight falling onto the floor in the center. The title "After Midnight Quartet" appears in a large condensed serif font, white, centered in the upper third of the image. The subtitle "Live at The Carlyle · Fridays at 10 PM" appears in a thin sans-serif font, white, placed below the title. Lots of negative space, no other elements. Text exactly as written.

2. A bold typographic poster for a design conference. Off-white textured paper background. Main title "BREAK / REMAKE" in oversized geometric sans-serif type, black, stacked across two lines and left-aligned. Smaller text below: "Annual Design Summit · Berlin · June 14–16". Swiss editorial layout, no imagery. Text exactly as written.

3. A vintage travel poster for Lisbon. Hand-drawn tram climbing a yellow hillside street, terracotta rooftops, blue sky. Title "LISBON" in a bold Art Deco serif font, cream color, centered at the top. Subtitle "Sunlight lives here" in smaller italic type. 1950s travel poster aesthetic, flat colors, subtle paper texture.

4. A contemporary indie film poster. Dark gray grainy background. In the center, a close-up of a woman’s eyes, sharply focused, warm-toned. Title "THE LONG SILENCE" in a tall, thin serif font, white, placed in the lower third and precisely centered. Small text below: "A film by Elena Sen". Minimal film festival poster style. Text exactly as written.

5. A bookstore window poster. Beige background with a line drawing of an open book at the top. Title "New This Week" in italic serif type, dark red, centered. Smaller serif text below: "Fiction · Essays · Poetry". Warm literary mood, handmade print texture. Text exactly as written.

6. A gallery exhibition poster. Pure white background, with a tilted black geometric square slightly left of center. On the right, a text block reads "Yuki Tanaka · Silent Forms · October 12 to November 30 · Chiba Contemporary Museum" in compact modern sans-serif type, black, left-aligned. Editorial gallery aesthetic. Text exactly as written.

7. A poster for an independent music festival. Deep purple-to-black gradient background, with geometric stage light graphics at the bottom. Title "Summer Echoes Music Festival" in oversized bold sans-serif type, white, centered. Subtitles "August 20 · Shanghai West Bund" and "Indie Bands / Electronic / Dream Pop" in smaller type, neatly placed below the title. Modern festival visual style, high contrast, text exactly as written.

8. A new product poster for a coffee brand. Warm beige background, with a hot latte and latte art in the center, slightly overhead composition. Title "Autumn Limited Latte" in a warm vintage serif font, dark brown, centered at the top. Subtitle "Cinnamon · Caramel · Oat Milk" in smaller sans-serif type below the title. Overall mood is warm, restrained, and slightly editorial. Text exactly as written.

9. A creative hiring poster. Light gray-white background. On the left, a partial desktop scene with a laptop, sketchbook, and coffee cup. On the right, a large title "We’re Hiring Designers" in a modern bold font, deep black, left-aligned. Smaller text below in two lines: "Brand Design / Visual Design / Illustration" and "Join us if you love creative work". Modern brand recruitment poster style, clean, professional, with generous whitespace. Text exactly as written.

10. A book launch poster. Deep ink-green background, with a 3D display of a book cover in the center, surrounded by subtle paper texture. Title "The Invisible Order" in a high-contrast serif font, warm white, centered at the top. Subtitle "Essays on cities, design, and everyday observation" in smaller type below the title. Bottom line: "New release · Available now". Quiet, literary book promotion poster style. Text exactly as written.

Generate Posters with GPT Image 2

3. Product Mockups and Product Photography

Product mockups and product photography are among the most practical GPT Image 2 use cases for ecommerce, branding, and commercial visuals. Whether you need product detail page images, pitch deck visuals, ad creatives, social media graphics, or presentation slides, high-quality product images should have a clear subject, realistic materials, clean composition, and controlled lighting.

For this type of prompt, focus on the product itself, placement, camera angle, lighting direction, background material, and overall visual style. This helps the generated image feel more like a real shoot and closer to a polished commercial asset.

The prompts below cover skincare, footwear, food packaging, tech products, wine, bags, and home goods. You can copy them directly or use them as templates for GPT Image 2 product image prompts.

Product mockups and product photography generated with GPT Image 2

1. A bottle of [skincare serum] placed on a polished travertine surface, with soft directional light from the upper left casting a long shadow to the right. Editorial cosmetics photography, warm neutral tones, clear sharp label, subtle reflections on the glass. Realistic, no extra props.

2. A pair of [running shoes] floating at a 30-degree angle against a deep charcoal background, with rim lighting outlining the shoe shape and tiny dust particles visible in the light. Studio product photography, premium sports brand feel, sharp details, emphasizing upper material and outsole structure.

3. A bag of [coffee beans] standing upright on coarse burlap fabric, surrounded by scattered whole coffee beans and a small wooden scoop on the left. Warm side light, shallow depth of field on some beans, label clear and centered. Realistic, artisanal roastery brand feel.

4. An open [wireless earbud charging case] displaying the earbuds, placed on a brushed concrete surface. Cool top light with a slight blue tint, single hard shadow, premium tech product feel. Emphasize micro details on the matte body. Realistic photography.

5. A bottle of [wine] placed on a dark walnut dining table, with half of a wine glass visible on the right and blurred fireplace light in the background. Moody warm lighting, wine magazine editorial style, label clear and readable, refined and restrained atmosphere.

6. A [handbag] placed on a neutral linen-covered surface, styled with a folded silk scarf and a dry branch. Soft north-facing window light, luxury editorial flat lay, gentle earth tones, realistic.

7. A bottle of [perfume] standing on a light beige marble surface, with a matching curved wall in the background and a soft shadow behind the bottle. Front-facing composition, clean minimalism, clear glass refraction details, delicate highlights on the metal cap. Premium fragrance brand photography style, realistic, no unnecessary props.

8. A [smartwatch] placed on a dark gray matte surface, with the display turned on and the strap naturally curved. Cool studio lighting, subtle rim light from the rear side, emphasizing the metal frame, screen texture, and strap material. Tech product advertising style, realistic photography.

9. A [candle gift box] placed on a light wood table, slightly opened to reveal the scented candle and packaging insert inside. Natural window light from the left, warm and soft overall tone, lifestyle brand feel. Clean composition, clear label, suitable for ecommerce detail pages and brand presentations.

10. A [ceramic mug] placed on a light wooden table, with a little steam rising from the cup, a few coffee beans scattered nearby, and an open magazine next to it. Soft morning light enters from the left rear, clean composition, lifestyle product photography style, realistic with a subtle editorial feel.

Generate Product Images with GPT Image 2

4. Logos and Brand Marks

Logos and brand marks are a useful GPT Image 2 use case for concept exploration and early visual direction. For designers, brand owners, and startup teams, a good logo prompt is not about creating something flashy. It is about getting a concept that is simple, recognizable, scalable, and close to real brand use.

For this type of prompt, clearly define the brand name, logo type, font style, color limits, graphic structure, and intended use. Compared with over-styled AI visuals full of gradients, glow effects, and unnecessary decoration, practical logo concepts are usually more restrained and easier to refine into a real brand system.

The prompts below cover coffee, fintech, outdoor gear, wellness, beauty, food, creative studios, and tech brands. You can copy them directly or use them as templates for GPT Image 2 logo prompts.

Logos and brand marks generated with GPT Image 2

1. A minimalist wordmark logo for a coffee brand called "ORIN". Custom lettering based on a thin geometric sans-serif font. Single color, deep coffee brown on a cream background. The "O" is subtly shaped like a coffee bean. Flat, no shadow, designed to stay clear at small sizes.

2. A geometric logo for a fintech startup called "KOVE". The "K" is formed from two precise angled strokes and visually connects with the "O". Deep navy on a white background. Flat design, no gradient, clear even at favicon size.

3. A circular badge logo for an outdoor gear brand called "RIDGE". Inside illustration: a minimal three-peak mountain silhouette. Outer ring text: "RIDGE OUTDOORS · EST. 2018". Forest green ink on aged cream paper. Vintage badge aesthetic, single-color print texture.

4. A modern serif wordmark logo for a wellness brand called "ELARA". Thin, high-contrast serif letters with elegant terminals. Soft sage green on a warm white background. Custom letter spacing, no icon, wordmark only, premium minimal feel. Designed for packaging.

5. An abstract symbol logo for a creative studio called "FORM". Two geometric shapes — a square and a circle — overlap to create a third implied shape. Pure black on a white background. Scalable, trademark-friendly, no text inside the mark.

6. A combination logo for a bakery called "MIEL". A small honeycomb hexagon icon placed to the left of a handwritten serif wordmark. Warm honey gold on a cream background. Friendly and handmade, with slight intentional imperfections so it feels crafted.

7. A minimalist combination logo for a skincare brand called "LUNEA". The symbol is a simple fusion of a crescent moon and a water droplet, paired with a narrow premium sans-serif wordmark. Color limited to soft gray-blue on a warm white background. Clean, elegant, suitable for packaging, bottle labels, and brand websites. Flat design, no gradient, no shadow.

8. A modern wordmark logo for an edtech brand called "NEXA". Letterforms are based on a rational, clear geometric sans-serif structure, with a subtle customization to the letter “X” as the key brand detail. Deep blue on a white background. Professional, trustworthy, and readable, suitable for website headers, app icons, and presentation covers. Flat design, still clear at favicon size.

9. A luxury wordmark logo for a jewelry brand called "AURELLE". High-contrast serif type, slightly expanded letter spacing, elegant and restrained terminals. Deep ink black on a warm ivory background. No icon, wordmark only, refined and feminine, suitable for jewelry boxes, hang tags, and marketing materials. Minimal, premium, no decorative effects.

10. A friendly graphic logo for a pet brand called "MOMO". The icon combines a minimal cat face with a circular outline, using clean lines and a slight cartoon feel without looking childish. Brand name "MOMO" in a rounded sans-serif font below. Single-color warm orange on a cream background. Suitable for pet product packaging, social media avatars, and ecommerce store branding. Flat, scalable, highly recognizable.

Generate Logos with GPT Image 2

5. Infographics and Data Visualization

Infographics and data visualization are another strong use case for GPT Image 2. Compared with ordinary image generation tasks, this type of visual requires a better understanding of information hierarchy, layout structure, label readability, and graphic organization. For educational content, product websites, content marketing pages, and investor decks, a clear, consistent infographic can often communicate the point better than a long paragraph.

For this type of prompt, define the title, chart type, information structure, color system, labels, and overall layout style. The more clearly you explain what should be shown and how it should be organized, the clearer and more usable the generated infographic will be.

The prompts below cover flowcharts, timelines, comparison charts, educational diagrams, step-by-step guides, bar charts, map infographics, and pyramid diagrams. You can copy them directly or use them as templates for GPT Image 2 infographic prompts.

Infographics and data visualization generated with GPT Image 2

1. A clean horizontal process infographic titled "How Solar Panels Work". Five stages from left to right: Sunlight → Photovoltaic Cells → Inverter → Home Electricity → Grid Output. Each stage has a flat icon and one short explanatory line. White background, blue and yellow color palette, sans-serif labels, lots of whitespace.

2. A circular timeline infographic titled "A Brief History of the Internet", covering 1969 to 2024, with six milestone events evenly placed around the circle, each with a small icon and year. Soft blue and white color palette, clean modern layout, easy to understand at a glance.

3. A side-by-side comparison infographic titled "Coffee vs Tea". Two columns and six labeled rows: caffeine, antioxidants, brewing time, calories, origin, and drinking ritual. Bold column headers, alternating row backgrounds, flat design, no decorative gradients.

4. An educational cross-section diagram of the Earth showing four layers: "Crust / Mantle / Outer Core / Inner Core". Each layer uses a distinct color, with callout labels and short descriptions. Clean flat textbook illustration style, white background, clear structure, suitable for classroom use.

5. A step-by-step visual guide titled "How to Make Cold Brew Coffee". Five illustrated steps with short captions: grind beans, add water, steep in the refrigerator, filter, serve over ice. Consistent flat icon style, warm earth tones, white background. Designed for recipe pages and lifestyle content.

6. A bar chart infographic titled "Global Smartphone Sales, 2020–2024". Five vertical bars, each labeled with year and value, blue gradient fill, clean axis, light gridlines, legend at the bottom. White background, professional editorial style, easy to read.

7. A funnel chart infographic titled "Ecommerce Conversion Funnel". Five stages: Visitors → Product Views → Add to Cart → Checkout Started → Purchase Completed. Each funnel layer uses a different shade of blue, with user count and conversion rate labeled on the right. White background, modern SaaS data visualization style, clear readable labels.

8. A map infographic titled "Major Coffee-Producing Regions". A world map highlighting Brazil, Colombia, Ethiopia, Vietnam, and Indonesia, with short labels describing each region’s coffee profile. Warm brown and green palette, flat illustration style, suitable for coffee education content and brand story pages.

9. A pyramid infographic titled "Five Levels of Brand Building". From bottom to top: Awareness / Trust / Recall / Preference / Loyalty. Each layer uses a distinct color block, with a short explanation on the right. White background, modern business presentation style, suitable for brand marketing and investor decks.

10. A habit-tracking infographic titled "Build a Morning Routine in 30 Days". Layout contains four modules: wake-up time, hydration, exercise, and reading. Use a checklist-style visual structure, with icons and short explanations for each module. Light beige background with dark green accent color. Clean, friendly style, suitable for content platforms and self-improvement pages.

Generate Infographics with GPT Image 2

6. UI Mockups

UI mockups are a strong GPT Image 2 use case. Whether you are creating app screens, SaaS dashboards, mobile pages, or hero visuals for a product website, a high-quality UI prompt should make the image look like a real product interface, not a low-fidelity wireframe.

For this type of prompt, clearly describe the product type, page structure, core modules, visual style, color mode, device frame, and key interface copy. This helps the generated UI feel more complete, realistic, and suitable for product showcases, landing pages, social media promotion, and design proposals.

The prompts below cover personal finance, fitness, project management, meditation, recipes, ecommerce analytics, social apps, online education, and travel booking. You can copy them directly or use them as templates for GPT Image 2 UI mockup prompts.

UI mockups generated with GPT Image 2

1. A mobile home screen for a personal finance app called "Luma". Top section: balance card showing "¥4,820.31" in bold. Middle section: 2x3 spending category grid with icons. Bottom section: recent transactions list with merchant logos. Light mode, blue and lavender accents, San Francisco-style font. Displayed inside a clean iPhone 15 Pro frame, front view.

2. A fitness app daily summary screen showing: 8,432 steps, 42 active minutes, average heart rate 68, and 412 kcal burned. Bold numbers, icon-based data cards, dark mode, neon green accent color. iPhone device frame, front view. Looks like a real shipped product, not a wireframe.

3. A dashboard for a project management SaaS tool. Left sidebar lists projects. Main canvas has three kanban columns labeled "To Do / In Progress / Done", with three task cards in each column. Light gray background, blue header accent, modern SaaS aesthetic. Desktop view.

4. A first-launch onboarding screen for a meditation app. Deep navy full-screen background with a subtle aurora gradient. Centered text: "How are you feeling today?". Below it, a row of five emoji-style circular buttons. Minimal, calm, with generous vertical whitespace. iPhone device frame.

5. A recipe app detail page. Top section shows a hero image of the finished dish. Below: title "Miso Salmon"、star rating, prep time tag, ingredients list, and a large green button "Start Cooking". Warm color tone, serif title, mobile layout inside an iPhone frame.

6. A desktop dashboard for an ecommerce analytics tool. Top row: four KPI cards showing revenue, orders, average order value, and conversion rate. Below: a weekly revenue line chart, with a best-selling products table on the right. Clean white background, deep blue accent color, modern SaaS aesthetic.

7. A profile page for a social media app. Top section includes user avatar, username, and bio, followed by counts for following, followers, and likes. Middle section shows a three-column image grid. Bottom section has a fixed navigation bar. Light mode, soft blue-white palette, polished and minimal, with a real social product feel. Displayed inside an iPhone 15 Pro frame, front view.

8. A course detail page for an online learning platform. The top of the page shows a course cover banner and the title "Data Analytics for Beginners". Below are instructor information, course outline, learning progress bar, and a large button "Start Learning". Modern education product style, white background with blue-green accents, clear layout, mobile UI mockup inside a phone frame.

9. A hotel search results page for a travel booking app. Top section includes a search bar and filter chips. Middle section shows three hotel cards, each with hotel image, name, rating, price, and location. Bottom fixed navigation bar. Lightweight modern style, white background with ocean-blue accents, real commercial app look. iPhone frame, front view.

10. A desktop dashboard for an email marketing SaaS platform. Left sidebar contains navigation items, top bar has a search field and user menu, and the main area includes email campaign list, open rate and click rate statistic cards, a trend line chart, and a recent activity panel on the right. White background, dark gray text, bright blue accent color. Professional, clean interface suitable for product websites and feature pages.

Generate UI Mockups with GPT Image 2

7. Advertising Concepts

Advertising concepts are one of the most practical GPT Image 2 workflows. Whether you are creating lifestyle ads, social media banners, brand key visuals, campaign imagery, ecommerce promotion graphics, or paid ad creatives, a strong prompt should define both the marketing goal and the visual hook.

For this type of prompt, describe the product or brand category, usage context, subject action, composition, mood, and any slogan that should appear in the image. This helps the output feel like a real brand asset, not just a nice-looking picture.

The prompts below cover outdoor gear, skincare, fitness apps, coffee brands, travel ads, meal delivery, ecommerce promotions, beauty launches, education products, and automotive campaigns. You can copy them directly or use them as templates for GPT Image 2 advertising prompts.

Advertising concepts generated with GPT Image 2

1. A lifestyle advertisement for a [water bottle brand]. A woman pauses on a forest hiking trail during golden hour, naturally holding the bottle while drinking water, not overly posed. Horizontal wide format. Slogan "Built for the Long Way" in bold white sans-serif type, centered in the lower third. Realistic photography, no watermark.

2. A square Instagram ad for a skincare brand. A bottle of [serum] centered on a soft blush background, with gentle shadows. Slogan "Skincare, made simple" in thin black serif type below the product. Editorial minimalism, lots of whitespace.

3. A high-energy ad for a fitness app. Dark background, runner silhouette mid-stride, lit by an orange backlight. Top-centered title "Start Today" in oversized white sans-serif type. Strong energy, high contrast, no extra elements.

4. A warm seasonal ad for a coffee brand. Overhead flat lay: a [branded paper cup] surrounded by autumn leaves on a wooden table. Warm low-saturation color palette. Slogan "Sip the Season" in dark serif type at the lower left. Realistic photography.

5. A travel marketing banner for a Maldives resort. Aerial view: two thatched overwater villas above a turquoise lagoon. Centered serif slogan "The world is still worth leaving for" in white. No logo, no extra text. Cinematic horizontal wide format.

6. A square advertisement for a meal delivery service. Overhead flat lay: an open [branded packaging box] on a marble surface, filled with neatly arranged fresh ingredients. Natural daylight. Slogan "Dinner, made easy" in bold white sans-serif type at the lower left. Realistic photography.

7. An ecommerce sale campaign banner. Bright clean light background, [featured product] displayed in the center, with a few floating geometric elements around it to create a promotional feel. Top headline "Limited-Time Offer" in oversized bold sans-serif type, highly visible and centered. Smaller text below: "Selected favorites · Up to 50% off". Modern, sharp style suitable for a website homepage and campaign landing page. Text exactly as written.

8. A beauty product launch ad. A [lipstick] placed at a 45-degree angle in front of a soft gradient background, with refined highlights on the product surface and subtle blurred color motion behind it. Title "New Shade Launch" in an elegant thin serif font at the top. Smaller text below: "Lightweight velvet texture · Rich color in one swipe". Premium, feminine style suitable for social media ads and brand key visuals.

9. A promotional poster for an online education product. Main subject: a young person studying on a laptop at a desk, with a course interface visible on the screen. Background is clean and bright with subtle depth of field. Title "Make learning a habit you can keep" in modern sans-serif type, white, placed on the right side of the image. Subtitle below: "Structured courses · Study plans · Progress tracking". Positive, trustworthy style suitable for brand websites and ad campaigns.

10. An electric vehicle brand advertisement. At dusk, a [car model] drives along a coastal road, with warm orange sunset light outlining the car body and a wide coastline in the background. Title "Drive toward tomorrow" in large modern sans-serif type, white, placed in the upper left. Spacious composition, strong brand feel, cinematic horizontal banner style suitable for brand key visuals and outdoor advertising.

Generate Advertising Concepts with GPT Image 2

8. Character Consistency

Character consistency is one of the most useful GPT Image 2 capabilities to test. For picture books, brand illustrations, serialized content, social media characters, and story-driven visual projects, the hardest part is often not “creating a character,” but keeping the same character consistent across different scenes.

For this type of prompt, the key is to create a clear character anchor first. Define the character’s appearance, hairstyle, skin tone, outfit, personality, and illustration style. This makes it easier for GPT Image 2 to preserve the character’s face, clothing, and visual style in later scenes.

Below is a reusable character anchor prompt, followed by 10 scene prompts based on the same character. You can use them directly or replace the character details with your own.

Character consistency examples generated with GPT Image 2

1. Mira sits cross-legged on her bedroom floor late at night, surrounded by open notebooks and a laptop, with a warm desk lamp as the only light source. Same character, same outfit, same illustration style.

2. Mira walks down a rainy street at night, wearing a hooded jacket over her sweater and holding a paper coffee cup. Wet pavement reflects light, with blurred neon signs in the background. Same character design, same illustration style.

3. Mira sits by a small café table near the window, caught mid-laugh, with one friend’s hand visible across the table. Bright midday light. Same character, same outfit, same illustration style, only the setting changes.

4. Mira leans against a rooftop railing and looks out toward the city skyline at sunset, partially facing away from the camera. Her body shape and clothing should still be recognizable from this angle. Same illustration style.

5. Mira stands on a train platform in the early morning, holding a small canvas travel bag, under cool blue light. Same character, same outfit, same illustration style, new setting.

6. Mira sits by the window in a library, with several open books and a highlighter on the table, looking down while taking notes. Afternoon natural light enters from the side, quiet and focused atmosphere. Same character, same outfit, same illustration style.

7. Mira chooses flowers at a weekend market, holding a small bouquet of white daisies, with fruit, plants, and handmade goods around the stall. Relaxed lively background, warm bright color tone. Same character, same outfit, same illustration style.

8. Mira sits alone by the window on a bus, gently resting her forehead against the glass, with a dusk city street and blurred lights outside. Soft interior lighting, quiet emotional mood. Same character, same outfit, same illustration style.

9. Mira makes breakfast in the kitchen, standing at a wooden counter with sliced avocado, toast, and a cup of coffee in front of her. Morning sunlight enters from the window, warm everyday atmosphere. Same character, same outfit, same illustration style.

10. Mira sits on a park bench with a sketchbook on her knees, drawing the trees and lake in the distance. Sunny weather, clear light, a few birds in the background and a slight sense of breeze. Calm natural scene. Same character, same outfit, same illustration style.

Generate Consistent Characters with GPT Image 2

9. Comic Panels and Narrative Scenes

Comic panels and narrative scenes are excellent use cases for GPT Image 2. For content creators, picture book authors, indie game creators, and visual storytellers, the goal is not just to create a single nice image. The goal is to communicate a story clearly through panels, action, emotion, and visual pacing.

For this type of prompt, describe the number of panels, what happens in each panel, character actions, emotional changes, camera distance, and overall style. This helps the generated comic panels and narrative illustrations feel more coherent and closer to something usable for content creation, story development, or visual pitching.

The prompts below cover three-panel comics, four-panel comics, full-page narrative illustrations, quiet emotional scenes, fantasy story moments, and light comedy sequences. You can copy them directly or use them as templates for GPT Image 2 comic and narrative prompts.

Comic panels and narrative scenes generated with GPT Image 2

1. A three-panel comic. Panel one: a small round robot sits alone by the window in a café, looking out at the rain. Panel two: a stray tabby cat jumps onto the table and knocks over the robot’s tiny espresso cup. Panel three: the robot and the cat stare at each other with blank expressions. Clean line art, warm color palette, expressive minimalist characters.

2. A standalone story illustration: a young explorer in a worn khaki jacket stands at the entrance of a glowing crystal cave, holding a lantern, with dense ferns behind them. Dramatic light pours out from inside the cave. Adventure comic aesthetic, ink and light watercolor mix.

3. A four-panel comic titled "Monday". Panel one: an alarm clock at 6 a.m. Panel two: the character pours coffee with eyes barely open. Panel three: the character slumps at an office desk. Panel four: the character sleeps face-down on the keyboard while the sun has already set outside the window. Minimal, realistic everyday humor, warm earth tones.

4. A full-page illustrated scene: a busy night market in a fantasy desert town, lit by paper lanterns and torches, with merchants bargaining, strange creatures in cages, and food stalls steaming. Cinematic wide composition, ink and watercolor aesthetic, rich details.

5. A quiet two-panel moment. Panel one: a girl sits on a train station bench with a suitcase beside her, looking down at a folded letter. Panel two: close-up of her hands opening the letter, as a pressed flower falls out. Soft low-saturation colors, gentle line drawing.

6. A three-panel light comedy comic. Panel one: a chubby orange cat lies on a desk while its owner works seriously on a computer. Panel two: the cat suddenly reaches out and presses the keyboard, filling the screen with nonsense characters. Panel three: the owner looks helplessly at the cat, while the cat looks smug. Clean simple comic line art, warm indoor atmosphere, exaggerated funny expressions.

7. A four-panel coming-of-age comic titled "First Solo Trip". Panel one: a girl stands at her front door with a backpack, looking a little nervous. Panel two: she sits by the train window, watching the landscape outside. Panel three: she buys a bouquet of flowers in a small shop in an unfamiliar city, smiling with relief. Panel four: at night, she writes a postcard by the window of a guesthouse. Healing illustration style, soft colors, emotions gradually progress across panels.

8. A full-page narrative illustration: a seaside town moments before a storm, with people rushing to close stalls, shut windows, and run home. Dark clouds hang low in the distance, the sea is rough, and wind moves signs and raincoats. Dynamic storytelling, cinematic composition, realistic illustration style, rich details.

9. A five-panel comic titled "Late-Night Convenience Store". Panel one: an exhausted office worker enters a convenience store. Panel two: he stands in front of the shelf, unsure which instant noodles to choose. Panel three: the store clerk quietly points to the most popular one. Panel four: he sits by the window with a steaming bowl of noodles. Panel five: the night outside is quiet, and he finally looks relaxed. Everyday-life comic style, warm light, slightly comforting mood.

10. A story illustration: a little girl stands in the attic of her home and discovers an old wooden box that glows from within. The box is half open, releasing tiny golden light particles that illuminate old books, toys, and stuffed animals around it. The girl looks surprised and curious. Fairytale narrative illustration style, soft warm light, full of imagination and a strong story-opening feeling.

Generate Comic Panels with GPT Image 2

10. Editorial and Magazine Illustration

Editorial and magazine illustration is a strong use case for GPT Image 2 when you need visual ideas with a clear point of view and a polished publication feel. Whether you are creating article artwork, magazine covers, editorial portraits, feature story visuals, or print-inspired narrative imagery, the goal is not just to make something beautiful. The image should communicate a theme, position, and mature editorial sensibility.

For this type of prompt, clearly define the article topic, main subject, composition, lighting mood, color direction, and medium style. This helps the generated editorial illustration or magazine-style image feel closer to a real asset for media content, feature pages, magazine columns, or news visuals.

The prompts below cover opinion illustrations, feature images, editorial portraits, documentary scenes, newspaper layout mockups, and magazine covers. You can copy them directly or use them as templates for GPT Image 2 editorial prompts.

Editorial and magazine illustration generated with GPT Image 2

1. A black-and-white editorial illustration for an article about artificial intelligence. A human hand and a robotic hand reach toward each other across a dark gap, with dramatic side lighting and high-contrast ink style. Conceptual, cold, newspaper editorial aesthetic.

2. An editorial portrait of a fictional novelist. He sits at a wooden desk, lost in thought, with soft Rembrandt-style window light from the left and messy stacks of books in the background. Black and white, magazine portrait style, sharp focus on the eyes.

3. A conceptual editorial illustration for a climate change feature. A polar bear stands on a small isolated piece of ice in a vast black ocean, under a gray heavy sky, with no other elements in the frame. Low-saturation palette, sparse composition, heavy and quiet mood.

4. A documentary-style photograph of a city council public hearing: a citizen speaks at a microphone, with officials seated behind a long table in the background under harsh institutional fluorescent lighting. Wide-angle candid shot, black and white, documentary photography aesthetic.

5. A newspaper front page mockup. Masthead at the top: "Morning Gazette". Below it, main headline "City Council Passes Landmark Housing Bill" in large bold serif type. A news photo sits below the headline, followed by two-column body text. Classic broadsheet newspaper layout. Text exactly as written.

6. An editorial illustration about remote work. A young woman sits alone at a dining table using a laptop, with unwashed dishes, sticky notes, and a nearly dead potted plant in the background. Morning light enters from the side, creating a quiet but slightly tired mood. Modern magazine illustration style, soft low-saturation palette, suitable for business and workplace articles.

7. A magazine cover mockup about city life. Cover image: a young man holding a transparent umbrella on a rainy street at night, with neon reflections on the pavement. Magazine name "CITY NOTE" at the top in uppercase modern serif type. Main headline below: "Moments of Solitude in the City", with two or three smaller cover lines. Fashion and culture magazine style, restrained layout, premium feel. Text exactly as written.

8. A conceptual editorial illustration about inflation. On an ordinary family dining table, bread, milk, eggs, and vegetables each have exaggerated rising price tags attached. Simple background, strong subject focus, slightly satirical mood. Editorial illustration style, flat composition, suitable for a finance article.

9. A magazine feature portrait. A middle-aged female architect stands in her studio, with sketches and architectural models on the wall behind her. She looks calmly and confidently at the camera. Natural window light, slight gray tone, magazine profile style, realistic, professional, with a strong publication feel.

10. A cultural commentary column image. A young reader sits in a subway carriage reading a printed book, while the passengers around them all look down at their phones, creating a clear contrast. The reader is the visual center. Cool white subway lighting, restrained color palette, with a sense of social observation. Hybrid of documentary illustration and magazine photography, suitable as a main visual for a commentary article or cultural feature.

Generate Editorial Illustrations with GPT Image 2

Multilingual Prompts: Where GPT Image 2 Really Stands Out

Multilingual text rendering and multilingual typography are among the most important GPT Image 2 use cases to test. Many image models can handle English reasonably well, but once you move into Chinese, Japanese, Korean, Arabic, Hindi, or multiple languages in the same image, they often produce garbled text, missing characters, incorrect spelling, broken layout, or the wrong reading direction.

GPT Image 2 is better suited for tasks that require both text accuracy and strong layout control. If you need to create posters, menus, packaging, labels, wayfinding signs, event visuals, or brand assets for global audiences, multilingual prompts are absolutely worth exploring.

The prompts below cover Chinese, Japanese, Korean, Arabic, Hindi, Chinese-English bilingual layouts, and mixed multilingual designs. You can copy them directly or use them as templates for GPT Image 2 multilingual prompts.

1. Vertical Chinese poster. A bookstore window poster for a bookstore in mainland China. Beige background, with a soft ink-wash mountain illustration at the top. Vertical title in traditional ink calligraphy style: "四月新书". Smaller horizontal subtitle below in a modern sans-serif font: "小说 · 散文 · 诗". Warm literary mood, single-color print texture. Chinese characters exactly as written.

2. Japanese ramen shop sign. A small wooden sign hanging outside a ramen shop in Tokyo at dusk. The sign has hand-painted black brush lettering "らーめん 八雲" on aged cream-colored wood. Warm orange lantern light falls on the sign. Realistic photography, shallow depth of field, Japanese characters exactly as written.

3. Korean café menu board. A minimalist café chalkboard menu mounted on a white-painted brick wall. Handwritten chalk title: "오늘의 메뉴". Below it, three clean handwritten Korean menu items: "아메리카노 · 라떼 · 콜드브루". Warm lighting, artistic café feel, Korean characters exactly as written.

4. Arabic editorial poster. A modern editorial poster for a design exhibition in Cairo. Deep terracotta background, with a bold cream geometric pattern at the top. Right-to-left Arabic title in elegant Naskh type: "فنّ التصميم الحديث". Smaller cream-colored date line below. Arabic characters exactly as written, with correct right-to-left reading direction.

5. Hindi educational diagram. A children’s educational poster about the water cycle. Bright flat illustrations of clouds, rain, rivers, and the ocean. Devanagari title: "जल चक्र". Four stage labels placed around the illustration in a clean Devanagari sans-serif font. Bright friendly color palette, Hindi characters exactly as written.

6. Chinese-English product label. A premium tea brand product label mockup. Upper section in English: "GOLDEN MOUNTAIN OOLONG · 50G". Lower section in Simplified Chinese: "金山乌龙茶 · 50克". Centered serif typography, separated by a thin gold foil line, ivory label paper. Both languages exactly as written.

7. Trilingual airport wayfinding sign. A modern airport wayfinding sign mounted on brushed aluminum. Three lines arranged vertically: "Departures" in English, "出发" in Simplified Chinese, and "出発" in Japanese. Clean sans-serif font, dark gray background with white text, single right-arrow icon. Realistic mockup, all three languages exactly as written.

8. Traditional Chinese and English beauty packaging. A premium hand cream package mockup. English product name at the top: "VELVET HAND CREAM", with Traditional Chinese below: "絲絨護手霜". Matte ivory packaging with an ultra-thin gold line border, premium serif typography, clean and elegant overall style. Both languages exactly as written.

9. Thai beverage poster. A promotional poster for a Bangkok street drink shop. Bright orange-yellow background, with a cup of iced Thai milk tea in the center. Bold Thai headline at the top: "ชาไทยเย็น". Subtitle below: "หวาน หอม เข้มข้น". Tropical, lively style suitable for street advertising and social media. Thai characters exactly as written.

10. Four-language international conference wayfinding poster. A modern venue guide poster for an international design forum. White background, with a simple geometric shape in the upper left. Four centered lines of text: "Registration" in English, "签到处" in Simplified Chinese, "受付" in Japanese, and "등록" in Korean. All lines use a unified modern sans-serif typeface and are left-aligned. A right-arrow icon appears at the bottom. Minimal, professional, clear style. All four languages exactly as written.

Generate Multilingual Designs with GPT Image 2

Common Mistakes That Quietly Lower Image Quality

Many GPT Image 2 prompts look long, but the generated results are still unstable. The problem is often not the model itself. It is that the prompt is missing key information or focusing on the wrong details.

These six mistakes are some of the most common and most overlooked problems in AI image generation. Avoiding them will usually make your GPT Image 2 results much more stable.

Start Generating Your First GPT Image 2 Image

Now you have the basic prompt framework for GPT Image 2, as well as the key rules for improving image quality. With the 100+ ready-to-use prompts above, you can start testing your own image generation workflow right away.

The fastest way to practice is to choose the category most relevant to your work and run several prompts from that section. For example: poster design, product images, UI mockups, advertising concepts, or multilingual typography. When you generate several prompts from the same category, it becomes easier to observe which words affect composition, which ones affect lighting, which ones improve text accuracy, and which descriptions make the image feel closer to a usable final asset.

Try GPT Image 2

A truly useful prompt is rarely written perfectly on the first try. It is built through repeated generation, comparison, and refinement. You can start with the prompts in this guide, copy them, modify them, test them, and gradually build your own GPT Image 2 prompt library.