Until last week, AI image tools could draw almost anything except readable text. That made them useless for the one job most businesses need: marketing graphics. Infographics, social tiles, ad creative, explainer posts all rely on words landing cleanly inside the image.
ChatGPT Images 2.0 changes that. Text rendering is now around 99% accurate, multilingual support actually works, and the model plans the layout before it draws. You can ask it for a dense, designer-grade infographic and get something close to publication-ready in one prompt.
This tutorial walks through the prompt framework I use, then shows how to adapt it to your niche, with construction and digital marketing examples you can copy.
What You'll Need
A ChatGPT account on any plan (Free, Plus, Pro, Business, Enterprise). Images 2.0 is rolling out to everyone.
A subject: a building, a tool, a product, a process, a service something that is visually distinctive.
At least 5 minutes of your time.
Step 1: Infographic Prompt Framework
The strongest infographic prompts share five elements. Get all five in your prompt and Images 2.0 will plan the structure, place the text correctly, and generate something genuinely usable.
Here’s the 5 areas you will want to add;
A specific subject. Not "a building." A specific, recognisable subject the model can research and centre the image around.
A research instruction. Tell the model to find the subject online and pull real facts. This grounds the output and keeps text accurate.
A visual style. Photorealism for the centrepiece, graphic illustration for the supporting elements. The combination is what makes infographics feel professional.
A composition rule. Annotated callouts and structured visual elements, not generic sections with text underneath.
A density brief. Words like "dense, tactile, professionally authored" push the model away from minimalism and towards a layered, designed feel.
Step 2: The Base Prompt Structure
Here is the framework prompt. Copy this, then swap the subject for your niche.
Try using this base prompt:
"Create a visually rich infographic about [SUBJECT]. Start by finding one online, research its [KEY ATTRIBUTE 1], [KEY ATTRIBUTE 2], and unique [KEY ATTRIBUTE 3]. Present information through annotated visuals and structured callouts, not generic sections. Style it like a bold graphic illustration: a detailed, photorealistic central [SUBJECT TYPE] as the focal point, supported by diagrams, callouts, and concise text elements. Use clean backgrounds and a mix of photorealism with strong graphic elements (shapes, icons, color blocking) in a layered composition. Make it dense, tactile, and professionally authored."Step 3: Customise Prompt for Your Business
You will want to customise the prompt to match your own needs. No matter if it is for your personal brand or business brand. You can use ChatGPT Image 2 to create on brand graphics that are ready to share.
Here are some examples I’ve tried:
Construction example
Construction is a strong fit because the subjects are visual, technical, and full of facts that work as callouts.
Prompt:
Create a visually rich infographic about the Burj Khalifa. Start by finding one online, research its construction history, structural design, and unique engineering traits. Present information through annotated visuals and structured callouts, not generic sections. Style it like a bold graphic illustration: a detailed, photorealistic central tower as the focal point, supported by diagrams, callouts, and concise text elements. Use clean backgrounds and a mix of photorealism with strong graphic elements (shapes, icons, color blocking) in a layered composition. Make it dense, tactile, and professionally authored.Other construction subjects that work well:
A specific bridge (Golden Gate, Millau Viaduct, Akashi Kaikyō)
A signature building (Sydney Opera House, The Shard, Sagrada Família)
A landmark project (Hoover Dam, Channel Tunnel, Three Gorges Dam)
A piece of equipment (a tower crane, a tunnel boring machine, a 797F haul truck)
Use it on social to position your firm as expert, on a project case study page, or as the visual backbone of a project pitch.
Digital marketing example
For digital marketing, swap the physical subject for a campaign, framework, or platform.
Prompt:
Create a visually rich infographic about the AIDA marketing framework. Start by finding it online, research its history, structural design, and unique application traits. Present information through annotated visuals and structured callouts, not generic sections. Style it like a bold graphic illustration: a detailed, photorealistic central diagram as the focal point, supported by smaller diagrams, callouts, and concise text elements. Use clean backgrounds and a mix of photorealism with strong graphic elements (shapes, icons, color blocking) in a layered composition. Make it dense, tactile, and professionally authored.Other marketing subjects that work well:
A specific funnel or framework (AARRR, RACE, See-Think-Do-Care)
A platform breakdown (Meta Ads anatomy, Google Search Ads layout, TikTok feed)
A tool comparison (the four major email platforms side by side)
A process map (a content production workflow, a paid social testing loop)
Tip: I’ve provided general ideas. But you can also give more details of the exact text you would like on your infographic to keep the text & informaiton even more on brand.
Step 4: How to refine the output
Images 2.0 lets you generate up to 8 variations from one prompt with consistent characters and objects. Run the base prompt, then iterate with these short follow-ups:
Tighten the text:
Reduce the number of callouts to 6 and make every label under 5 words.Push the density
Add more annotated detail. Treat it like a scientific diagram, not a poster.Change the palette
Redo it in a navy, sand, and burnt orange palette with cream backgrounds.Match your brand
Use the colour palette and typography style from [paste a brand reference image or link]Fix specific elements
Keep the composition. Replace the bottom-right callout with statistics about [specific topic].Common mistakes to avoid
Vague subjects. "A skyscraper" gives generic output. "The Burj Khalifa" gives accurate stats and recognisable detail.
Asking for too many sections. Six to eight callouts is the sweet spot. More than that and the text gets crowded.
Skipping the style brief. Without "photorealism plus graphic elements" the output drifts to either pure illustration or pure photo, neither of which feels like an infographic.
Forgetting the density line. "Dense, tactile, professionally authored" is the sentence that pushes Images 2.0 from amateur to designer-grade.
Step 5: What to do with the finished image
Once you’ve created your visual you can check they information to ensure that the details are correct. Once verified you will have an asset to across your brand. A few example ideas are:
LinkedIn carousel: Crop the infographic into 4–6 vertical slides for a carousel post.
Blog hero image: Use it as the lead visual for a long-form piece, then expand each callout into a section.
Pitch decks: Drop it into a single slide as proof you understand a topic deeply.
Lead magnet: Bundle three related infographics into a downloadable PDF.
Next Steps
Start with the base prompt provided above and apply it to your profession or niche. The more specific to your industry and your expertise the better your results will be. Infographics are a great way to create engaging and informative content that are easy to consume and perform well as a digital asset.