KovvidFeatured Cases
Browse featured cases and choose whether to fill the prompt only or apply the prompt with model settings.
prompt: An inspiring and beautiful Swiss Alps travel poster. The image is a stunning, surreal photo showing a picturesque Alpine village with snow-capped mountains in the background. The text "SWITZERLAND: The Adventure Awaits" is in an elegant and classic font. Posters should evoke a strong desire to travel and make the viewer want to book a trip immediately.
These examples were selected for English typography, structured layouts, and lower-risk public use. Each card can load a starter prompt back into the tool above.
Useful when you need believable handwriting, paper texture, crossed-out notes, and casual phone-camera realism.
Amateur iPhone photo of an open notebook filled with messy black ballpoint notes, crossed-out words, underlined headings, natural daylight, casual desk, realistic handwriting and paper texture.
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A simple but effective way to test whether the model follows explicit object counts and shelf structure.
A wooden bookshelf with three shelves: one book on the top shelf, three books on the middle shelf, and seven books on the bottom shelf. Clean composition, natural wood texture, realistic lighting.
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Shows where GPT-Image-2 is useful for vertical posters with readable English headings and a strong editorial silhouette.
Design a premium vintage travel poster for the Amalfi Coast, Italy. Vertical format, cinematic cliff road, classic white car, Mediterranean sea, lemon branches in the foreground, bold readable title text: AMALFI COAST ITALY.
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Strong fit for city campaigns, seasonal landing visuals, and long-format poster prompts with exact copy requirements.
Create a vertical city poster for Boston in spring 2026. Off-white textured background, large negative space, a single sculler on the Charles River, the river transforms into a painted panorama of Boston landmarks. Add elegant typography: SPRING 2026 and BOSTON, A CITY OF RIVER, MEMORY, AND INVENTION.
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A strong reference for interface kits, component boards, and English UI labels that need to look product-grade instead of abstract.
Create a bold UI design system board called Cosmic Gravity with dark editorial styling, readable English labels, buttons, sliders, cards, tags, typography samples, and polished product-presentation hierarchy.
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Useful for social thumbnails, platform mockups, and screenshot-style concepts where the frame needs a recognizable interface shell.
Generate a realistic YouTube video screenshot titled I Time-Traveled to the Middle Ages! (Proof), showing a modern creator filming a crowded medieval street. Authentic YouTube interface, readable English text, believable thumbnail composition.
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A clean reference for silhouette lighting, gradient environments, and simpler prompts that still need a strong visual center.
Generate a cinematic minimal portrait of a solitary man standing in an intense orange-to-red gradient environment, strong silhouette lighting, deep shadow contrast, reflective glossy floor, symmetrical composition, minimal.
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Useful for premium portrait direction when you need fashion polish, color story, and a more commercial beauty finish.
Luxury glam beauty portrait of a beautiful Black woman with a youthful spirit, mahogany-red and sapphire-blue color story, minimal jewelry, beachside breeze, lens flare, cinematic symmetry, soft focus, high-fashion photography, dewy finish.
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A good test for crowd perspective, stage distance, and casual event-photo fidelity when the image should feel captured rather than staged.
Amateur iPhone photo at a major tech keynote in a modern campus venue, presenter on stage in the distance, shot from the crowd, natural handheld framing, realistic event lighting, believable phone-camera look.
Load this promptUse Kovvid AI to compare Sora 2, Veo 3, Kling AI, Nano Banana 2, Nano Banana Pro, Seedream 4.5, Seedance 2.0, and GPT-Image-2 side by side for image generation, video generation, image-to-video, frames workflows, and text-heavy visual work.
Use these as structured starting points, not sacred final prompts. Replace the subject, brand, city, copy, and visual hierarchy before you run them.
Good for landing-page hero art, event posters, and editorial campaigns.
Design a premium vertical city poster for [CITY]. Keep a clean textured background, one strong visual motif, layered landmark storytelling, and exact readable copy: [HEADLINE] and [SUBHEAD]. Editorial, refined, high-end, not crowded.
Use this starterUse when the image should feel captured, not illustrated.
Amateur phone photo of an open notebook on a casual desk, filled with messy handwritten notes in black pen, crossed-out words, underlined headings, natural window light, imperfect but readable writing, realistic paper texture.
Use this starterBest for product teams that need a visual system board before full page design.
Create a complete UI design system board for [PRODUCT NAME] in [STYLE]. Include English headings, buttons, cards, sliders, tags, typography samples, states, and polished product-design hierarchy. Make it look like a real design review board.
Use this starterUseful for video thumbnails, social concepts, and app-like mock screenshots.
Generate a realistic screenshot of a [PLATFORM] post or video page about [TOPIC]. Keep the interface recognizable, the English text readable, and the main visual believable enough to pass as a captured screen.
Use this starterA cleaner starting point for skincare, fragrance, or electronics hero art.
Luxury product launch visual for [PRODUCT]. Centered object on a matte surface, diffused studio light, soft reflection, elegant negative space, premium art direction, vertical composition with a clean text-safe area at the top.
Use this starterUse when the framing is locked but the visual treatment needs to change.
Using the reference image for composition, regenerate the scene as a premium campaign visual. Keep the core framing and object shape, but upgrade the styling, lighting, typography placement, and overall polish for a launch-ready result.
Use this starterIt works best when you need structured prompts, clean text rendering, poster composition, or reference-guided image generation.
Keep composition, product shape, or framing anchored, then push style, copy, and scene treatment in the same run.
Use it for posters, explainers, screenshots, packaging, and mockups where text placement matters, not just mood.
GPT-Image-2 performs best when you tell it what the final artifact should be: poster, interface, diagram, notebook photo, or ad creative.
Start from prompts that already fit English-speaking audiences, then swap the subject, copy, and brand context for your own work.
Be explicit about artifact type, lock the important text, and only add a reference image when something truly needs to stay fixed.
Start with poster, screenshot, notebook photo, UI system, or skincare launch visual so the model solves the right structure first.
If text matters, include the exact copy, where it should appear, and whether it should feel editorial, product-grade, or interface-native.
Bring a reference image when framing, object shape, or composition must stay stable. Otherwise keep the prompt lighter and iterate faster.
The strongest prompt usually names the artifact first, then the scene, then the text, then the finish.
GPT-Image-2 is most useful when the image has to behave like a designed artifact instead of a loose concept sketch.
If your task involves typography, UI, explainers, product marketing, or reference-guided edits, GPT-Image-2 gives you more control over structure, layout, and readable text.
Open the tool5
credits per image
2
input paths: prompt or reference image
6
starter prompts ready to load
Think poster, UI mockup, social screenshot, product visual, chart-like layout, or text-heavy composition.
The examples show what to specify: output type, text, hierarchy, layout, atmosphere, and finishing details.
You get English-first examples that are easier to reuse for international audiences.
You can move from text-only prompting to reference-guided generation without rebuilding the prompt structure from scratch.
The model becomes more valuable when the image has to read as a designed deliverable, not just a mood board frame.
Best when: The image needs a headline, subhead, and a controlled editorial layout.
Avoid when: You only need an abstract mood image with no hierarchy or copy to manage.
Best when: Composition, framing, or product shape must stay recognizable across iterations.
Avoid when: Every major visual decision is still open and you want maximum randomness.
Best when: The frame needs to read like a believable interface or social post instead of concept art.
Avoid when: You need production UI code instead of a visual direction image.
Best when: You need marketing-ready imagery with cleaner surfaces, text-safe space, and art-directed lighting.
Avoid when: The task is a multi-image brand system that should really be handled in design software after concept approval.
Short answers on where GPT-Image-2 fits, what it costs, and how to prompt it more effectively.