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Category-Specific AI Product Photography Prompts That Actually Work

The biggest mistake solo sellers make: using generic prompts for completely different product types. A jewelry prompt doesn't work for food. A candle shot won't translate to apparel. You need prompts built for how each category actually sells.

This is a collection of 25 field-tested prompts organized by what you're actually shooting—apparel, home goods, beauty, food, accessories—plus the exact lighting formulas and Midjourney parameters that work for each. No guessing. No failed generations. Just prompts you copy, paste, and adjust for your specific product.

Why Category-Specific Prompts Matter

Generic product photography prompts ignore the visual language each category uses to sell. Apparel needs fabric texture and fit context. Beauty requires skin tone variation and product-in-hand shots. Food demands appetite appeal—steam, moisture, depth. Home goods live in lifestyle context. Accessories need scale and material clarity. A prompt that nails jewelry will waste your credits on apparel because it's asking the AI to prioritize completely different visual information. These 25 prompts are built around what each category actually needs to convert.

What's in Each Category Section

Apparel: prompts for knitwear, dresses, outerwear, and basics. These focus on fabric hang, fit silhouette, and lifestyle context (what's the customer actually doing wearing this?). Home Goods: prompts for furniture, bedding, décor, and kitchen items that work in room settings without requiring furniture AI hallucination. Beauty: skincare, makeup, and fragrance prompts that handle skin tone representation, product scale, and application context. Food: eating and styling prompts that generate appetite appeal and proper portion context. Accessories: jewelry, bags, belts, and sunglasses with prompts that nail material, scale, and detail visibility.

The Lighting Formulas That Come With Each Prompt

Each category bundle includes 5 lighting setups you can drop directly into your prompts: golden hour (warm, flattering, lifestyle), studio white (clean, high-contrast, detail-focused), moody dark (luxury, drama, premium feel), outdoor natural (authentic, soft, editorial), and minimalist side light (dramatic shadows, fine detail). You'll learn which setup works best for which product type—and why. Most AI product image failures aren't prompt failures; they're lighting failures. These formulas solve that.

Platform-Ready Output Specs Included

Generated images won't work on Shopify, Etsy, Amazon, or Instagram without proper cropping and resolution. This guide includes exact specs: Shopify product gallery (1024×1024, RGB), Etsy (2000×2000 max, specific aspect ratio requirements), Amazon (1200 width minimum, white background rules), and Instagram feed (1080×1350 for portrait, different for carousel). You get the crop dimensions and resolution for every platform so your AI images upload clean—no stretching, no missing product, no rejects.

Midjourney Parameters and DALL-E Compatibility

Different AI tools need different parameter structure. You get a complete Midjourney v6 cheat sheet covering aspect ratios (why --ar 4:5 works for fashion but --ar 1:1 works better for food), stylize values (higher = more artistic, lower = more photorealistic), seed usage (how to get consistency across multiple product colors), and --no parameters (what to exclude to prevent common failures). There's also DALL-E 3 and Flux 1.1 Pro translation notes so the same prompt logic works across tools.

The 12 Most Common AI Photography Failures—Solved

You'll hit these: distorted hands holding products, warped fabric folds, jewelry that looks plastic, food that looks inedible, lighting that kills the product color, inconsistent scale, backgrounds that compete with the product, missing product details, unnatural shadows, blown-out highlights, and clipped edges. Each failure gets an exact prompt adjustment—not vague advice, but the specific word change or parameter that fixes it. These come from 400+ failed generations so you skip straight to working prompts.

5-Step Production Workflow: AI Output to Shopify Upload

Raw AI output isn't ecommerce-ready. You need: (1) selection—which generation actually works for your product, (2) cropping—to spec, (3) light touch-ups—removing background artifacts, evening shadows, (4) color correction—matching to real product if you've already shot or selling, (5) upload with metadata. This workflow takes 15 minutes per image once you know the steps. You're not spending 3 hours per AI image trying to figure out what to fix.

FAQ

Will the same prompt work for all my product colors and variants?

Mostly. The core prompt works, but you'll adjust color descriptors and sometimes lighting for variants (dark jeans vs. white linen). The seed parameter helps maintain consistency across variations—change only the color variable and lock the seed so the composition stays identical.

Do I need Midjourney, or will DALL-E or Flux work?

All three work. Midjourney generally handles fabric and detail better. DALL-E 3 is fast and good at lifestyle context. Flux is strong with texture. The guide gives you parameter translations for each, so you use what you have access to or prefer.

How many prompts do I actually need per product?

For a full product gallery: 6–8 images minimum (different angles, lifestyle, detail shot, color variants). You generate more than you need, then pick the best. Most sellers generate 10–12 per product, which takes 30–40 credits depending on tool and speed.

Can I use these images on Amazon or do I need to disclose they're AI-generated?

Amazon allows AI-generated product images. You do not have to disclose. Etsy and Shopify don't restrict them. Instagram allows them. The constraint is whether the image actually represents the product accurately—it should look like the real thing.

What if my product doesn't fit these 5 categories?

The prompt structure and logic transfers. The lighting formulas work across categories. The workflow is the same. You'll adapt the most similar category prompt and adjust descriptors for your product type. The guide teaches you *why* prompts work so you can modify them.

Do I still need a photographer after using these prompts?

Depends on your product and price point. AI works well for lifestyle mockups, lifestyle variations, testing new products, and filling gallery gaps. High-end products, jewelry, cosmetics, and leather goods often benefit from real photography of the actual product once you're established. Use this for speed and iteration; use photographers for finished polish and authenticity shots.

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