1. Write your prompt
Spell out subject, environment, lighting, style, and overall mood so GPT Image 2 can lock in your real intent.
GPT Image 2 is OpenAI’s next-generation image generation and editing model, with stronger text-in-image rendering, product photography, and inpainting tuned for commerce. On Oumomo we deeply optimize it for cross-border e-commerce shelves, ad creatives, and landing-page conversion. It excels at TikTok Shop hero images, high-CTR ad posters, long-form product detail pages, and consistent brand visuals — letting sellers ship professional, on-brand commercial assets faster. Free to try on Oumomo today.
Spell out subject, environment, lighting, style, and overall mood so GPT Image 2 can lock in your real intent.
Let our optimizer rewrite your idea into a prompt that fits GPT Image 2, filling in lighting, layout, materials, and depth.
Hit generate, watch progress in Projects, then iterate the prompt until details, style, and finish match your bar.


| Feature | GPT Image 2 | Nano Banana 2 | Seedream 5.0 |
|---|---|---|---|
| Positioning | Best for typography-heavy product visuals — ad creatives and storefront pages. | Best for rapid ideation, light remixing, and social media draft visuals. | Best for high-finish brand visuals and stylized art-direction posters. |
| Text rendering | Headlines, short selling points, packaging text, menus, and multi-language posters. | Short copy and simple titles; complex layouts or small text still need review. | Atmospheric headlines; long paragraphs and dense info graphics need careful prompting. |
| Product imagery | Hero images, detail pages, ad creatives, and social covers with clear product focus. | Fast multi-scene drafts — perfect for inspiration sweeps and A/B testing. | Premium brand visuals, character scenes, and lifestyle imagery with editorial polish. |
| Editing | Background swap, copy edits, subject preservation, and pixel-level retouching. | Light edits and style swaps — great for iterating; complex layouts need passes. | Whole-frame repainting, finish boosts, and unified style upgrades. |
| Instruction following | Handles multi-constraint prompts: subject, ratio, copy, camera, palette, safe areas at once. | Short prompts shine; complex workflows split into steps for tighter control. | Style, scene, light, mood — perfect for expanding briefs into full concepts. |
| Recommended use cases | TikTok Shop hero, ad posters, promo art, detail pages, branded text-heavy assets. | Social posts, mood imagery, quick variants, low-cost concept exploration. | Brand campaigns, lifestyle shoots, mood posters, art-led commercial visuals. |
GPT Image 2 is OpenAI’s next-generation image generation and editing model, with stronger text rendering, product fidelity, and inpainting for commerce. On Oumomo we tune it for TikTok Shop hero images, ad posters, and unified brand visuals — so sellers can ship professional commercial assets faster.
It excels at promo posters with crisp text, high-fidelity hero images, long-form detail pages, and ad creatives that need precise typography — anything where shelf-ready commercial visuals matter.
Spell out the product, material, scene, and lighting first, then add what text goes on the image and where. The more specific your product and layout requirements, the more shippable the output.
Yes. GPT Image 2 handles in-image text well — selling points, price chips, and multilingual packaging. For a poster feel, keep the most important hooks short and clear.
Because shipping-ready matters: Oumomo layers in AI Prompt Optimize and pixel-level inpainting so you can swap a background or fix copy without regenerating the whole image — perfect for hero-image and paid-media workflows.
Yes — outputs can serve as TikTok Shop hero images, video covers, or paid-media creatives. Before publish, do a human compliance pass for platform policy, brand authorization, and product claims.