Retouching Prompt Builder

Image Generation / Product Photography Generate prompts for post-processing needs — clipping paths, color correction, shadow addition, and background removal for production workflows. Difficulty: Intermediate Model: GPT-4 / Claude / Gemini Use Case: Post-Processing, Production Workflows Updated: May 2026 Why This Prompt Exists Raw AI-generated product images are rarely production-ready. They need retouching — but…

Product Category Conventions

Image Generation / Product Photography Identify photography conventions by product category — benchmark against industry standards. Difficulty: Intermediate Model: GPT-4 / Claude / Gemini Use Case: Benchmarking, Standards Compliance Updated: May 2026 Why This Prompt Exists Every product category has established photography conventions. Customers expect certain angles, lighting, and backgrounds. Break them thoughtfully, not accidentally….

Lifestyle Context Generator

Image Generation / Product Photography Generate appropriate lifestyle settings for products — context-to-product mapping for aspirational brand imagery. Difficulty: Intermediate Model: GPT-4 / Claude / Gemini Use Case: Lifestyle Photography, Brand Context Updated: May 2026 Why This Prompt Exists Lifestyle photography sells aspiration, not just products. But the wrong context confuses customers — a laptop…

Background Style Matcher

Image Generation / Product Photography Match background styles to brand positioning — background-to-brand mapping for professional product presentation. Difficulty: Intermediate Model: GPT-4 / Claude / Gemini Use Case: Background Selection, Brand Consistency Updated: May 2026 Why This Prompt Exists Background choice signals brand positioning as much as the product itself. White backgrounds say “Amazon marketplace.”…

Angle Optimizer

Image Generation / Product Photography Recommend camera angles for different products — angle-to-product mapping for professional results. Difficulty: Intermediate Model: GPT-4 / Claude / Gemini Use Case: Angle Selection, Product Photography Updated: May 2026 Why This Prompt Exists The wrong camera angle hides what makes a product special — or worse, makes it look distorted,…

Lighting Setup Classifier

Image Generation / Product Photography Categorize lighting styles by product type — matches lighting to product category for professional results. Difficulty: Intermediate Model: GPT-4 / Claude / Gemini Use Case: Lighting Selection, Product Photography Updated: May 2026 Why This Prompt Exists Lighting makes or breaks product photography. The wrong lighting hides texture, creates unflattering shadows,…