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Three GPT Image 2 workflows that turn raw ideas into test-ready creatives

Learn how to use ChatGPT Image 2 to create video storyboards, transform product photos into ads, and build brand kits without a designer.

July 9, 2026 4 min read
Three GPT Image 2 workflows that turn raw ideas into test-ready creatives

ChatGPT might be a better image generator than its predecessor. But it’s not just that.

It also fixes the exact things that matter to us marketers: legible text, cleaner layouts, visual consistency, non-destructive photo editing, and proper formatting for specific channels.

You know what it means. We’re moving past the “make something pretty” phase. Now we’re fast tracking towards real assets like ads, storyboards, brand kits, mockups, and product graphics.

Its biggest advantage is the entry point: You can start with a rough idea or a badly lit phone photo and quickly generate several professional creative directions from it.

Here are three tactics worth testing before your designer gets back from lunch, or before another video generator loses your product two seconds into the clip.

01

Use Image 2 as your visual storyboard

Most marketers fire up a video generator with a single prompt and hope the AI will piece it together. But the output loses pace, character is inconsistent, product details are missing…

A storyboard solves this by converting your idea into controlled frames before a single second of video is generated.

Instead of describing an entire scene in one massive prompt, you build a visual map first. Each panel then becomes an individual reference image inside your video generator.

Here’s how to run it:

  • Create your storyboard: Use our prompt as a base: “Create a cinematic 3×3 storyboard grid that tells one cohesive, realistic, emotionally engaging story built around a single fictional luxury men’s fragrance. The same perfume bottle and the same male protagonist must appear consistently across all 9 panels. This is one fragrance, one man, one story. [read more…]”
  • Feed it into your video generator: Paste the finished storyboard as an image reference into Seedance 2.
  • Write a focused prompt: Guide Seedance 2 to animate your storyboard into a cohesive sequence — don’t just describe a scene, describe the motion.
  • Build your A/B variants: Generate several distinct storyboard versions so you have multiple hooks ready to launch and test simultaneously.

Extra tip: Image 2 can generate a functional QR code. Use this prompt: “High-contrast, perfectly flat, black-and-white QR code that scans correctly to the URL “yourwebsite.com”. The QR code must be valid, functional, and isolated on a white background.”

02

Turn amateur product photos into high-converting ads

The most practical use case in the entire toolkit: take a poorly lit desk photo and turn it into a test-ready campaign asset in minutes. Wow. Just wow.

Every e-commerce marketer knows the problem of a great product with a terrible photo.

Now, just upload a raw product photo and completely reconstruct the scene around it: premium lighting, new backgrounds, surrounding ingredients, realistic shadows, and platform-specific formats.

The product stays intact. Everything else gets better.

Here’s how to run it:

  • Shoot a clean base photo: Snap your product against a neutral background. The clearer the product, the more Image 2 has to work with.
  • Instruct the model precisely: Tell Image 2 to preserve the core product while overhauling everything surrounding it.
  • Use our prompt as a starting point: “Create a professional advertising image based on the uploaded reference photo of the fictional Velmora chocolate packaging. Use the reference image only to preserve the recognizable identity of the fictional brand [read more…]”
  • Lock in your format: Specify your aspect ratio directly in the prompt — 1:1 for feed, 4:5 for Meta Ads, 9:16 for Stories and Reels, 16:9 for banners.
  • Generate three distinct versions: A studio product shot, a lifestyle ad, and a visual before/after concept. That’s a testable set, not just a single asset.

Under the radar tip: Marketers are quietly using ultra-simple prompts like “360 equirectangular image of…” to produce assets suitable for immersive views and virtual tour concepts. Looks impressive every time.

03

Build a professional brand kit from scratch

Build a cohesive visual language before you start scaling ad production.

Most marketers generate one-off graphics and never build a system around them. That’s why they get a feed looking like a result of three different agencies working with three different briefs.

A brand kit built in Image 2 fixes this. Generate a single master board containing your color palette, typography mood, ad layout examples, photo styles, social mockups, packaging concepts, and composition rules. All in one pass.

Here’s how to run it:

  • Write your three-sentence brand brief: What you sell, who you’re talking to, and how the customer should feel. That’s the entire brief. Keep it tight.
  • Prompt for a master board: Ask for a single 3×3 grid or a 12-panel presentation board and not individual assets.
  • Pack the prompt with specifics: Logo placeholder, color palette, font mood, ad layouts, photo styles, a sample social post, a landing page hero, and a banner. The more context you give, the more useful the output.
  • Generate three distinct directions: A minimalist version, a premium version, and a loud, bold version. Pick one winner.
  • Use the winning board as your persistent reference: Feed it back into every future prompt to lock in your visual style across all subsequent assets.

Pro tip: Early users and official OpenAI materials are leaning hard into Image 2’s multi-panel storytelling capabilities: manga pages, comic strips, storyboards, and sequences that hold strict style and character consistency across every frame.

It’s an underutilized option for plotting out ads, Shorts, trailers, and video pre-production content.

Putting it all together

Image 2 upgrades image quality, but also improves your workflow.

You can move from a raw idea to a testable creative fast, whether it’s a storyboard, a product ad, or a brand kit.

But there’s one thing worth noting: Image 2 won’t replace creative thinking. Feed it a weak brief and you’ll get a prettier version of a weak brief. Nothing more.

The best results come from treating the model like a creative operator and art director rolled into one. Give it a goal, a format, brand context, and clear quality criteria. Good luck!

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