High-CTR Ecommerce Hero Image Generator

Turn product descriptions, photos, or references into platform-ready hero images that earn clicks — powered by OpenAI GPT Image 2.

💡 What it does

This skill turns a product description, existing product image, or visual reference into a platform-ready ecommerce hero image designed to earn clicks.

Images are generated through OpenAI GPT Image 2, with controlled composition, lighting, product angle, background, and selling-point text layout where platform rules allow. The result is a professional ecommerce-style product image built for launch, testing, or optimization.

It is built for sellers on Amazon, Shopify, eBay, Etsy, and TikTok Shop who need product visuals that do more than look nice — they need to communicate value fast and help shoppers decide whether to click.

Three ways to use it

• 🎨 Describe and Create — describe your product, selling points, and target platform, then get a complete hero image direction and generated result.
• 🔍 Upload and Optimize — upload an underperforming product image, get a CTR-focused diagnosis, then generate an improved version.
• 🔄 Reference and Adapt — provide a reference image or competitor-style direction, then adapt the visual approach to your own product.

What you get back

• ✅ A high-CTR ecommerce hero image generated with GPT Image 2
• ✅ Platform-specific image direction
• ✅ Controlled composition, lighting, product angle, and background
• ✅ Selling-point text designed into the image where allowed
• ✅ Compliance checks for the target platform
• ✅ Diagnosis and improvement guidance when optimizing an existing image

⭐ What makes this skill different

1. 🎯 Generates real images, not just prompts. Outputs finished hero images through OpenAI GPT Image 2 instead of stopping at prompts, mockups, or generic design advice.
2. 👆 Designed for click-through. Optimizes product angle, visual focus, contrast, thumbnail readability, and built-in selling-point text to make the image work in a shopping feed.
3. 🛒 Platform-aware. Adapts visuals to Amazon, Shopify, eBay, Etsy, TikTok Shop, or a general ecommerce standard, with platform rules — Amazon main-image restrictions, marketplace text limits — checked before delivery.
4. 🩺 Diagnoses underperforming images. Identifies the specific visual problem in an existing image and generates a stronger version.
5. 🔒 Preserves the real product. When a product photo is provided, shape, color, material, logo, packaging, and included parts stay intact.

⚙️ How it works

1️⃣ Plan

Identifies the product, selling points, target platform, and image position, then decides composition, angle, lighting, background, and whether to include selling-point text. Platform rules — Amazon main-image restrictions, TikTok Shop policies, marketplace text limits — are factored in here.

2️⃣ Generate

Generates the hero image through GPT Image 2 based on the plan. If you upload a real product photo, the product is treated as a locked reference — shape, color, material, logo, packaging, and included parts stay intact.

3️⃣ Verify

Checks text readability, spelling, marketplace language, fabricated brand names or claims, altered product details, and any conflicts with platform rules before delivery.

📥 Input formats

You can provide:

• 📝 Product info — name, category, features, selling points, target audience
• 🛍️ Platform context — target platform (Amazon, Shopify, eBay, Etsy, TikTok Shop), image position (main, hero, secondary, detail), and marketplace language
• 📸 Visual references — existing product photo, style reference image, preferred background/color/mood
• 📏 Exact facts — dimensions, capacity, weight, certifications, or package contents when they need to appear in the image

💡 Tip: If you upload a real product photo, the generated image can stay closer to the actual product. If you work from text only, the result should be treated as a concept image unless the product appearance is simple and fully described.