AI Product Creation from Image - Vision-Powered Product Generation

AI Product Creation from Image - Vision-Powered Product Generation

Overview

Create complete product listings automatically by analyzing product images using Claude's vision capabilities. Upload a product image and generate name, description, category, pricing suggestions, and more.

Configuration

• App ID: df7c18eb-009b-4868-9891-15e19dddbe67
• API Key: ${API_KEY}
• Site ID: ${SITE_ID}
• Claude Vision: Enabled (analyze images to extract product details)

Workflow

Step 1: Image Analysis

Claude will analyze the uploaded product image to identify:

Visual Attributes:

• Product type (clothing, electronics, home goods, etc.)
• Colors and materials
• Style and design elements
• Product condition (new, vintage, handmade)
• Notable features or details

Suggested Metadata:

• Product name (descriptive, keyword-rich)
• Product description (compelling, SEO-optimized)
• Category recommendations
• Suggested price range (based on product type and quality)
• Target audience
• Keywords and tags

Step 2: Generate Product Data

Based on image analysis, create structured product data:

{
  "name": "Vintage Denim Jacket - Classic Blue",
  "description": "Classic vintage-style denim jacket featuring a timeless blue wash, button closure, and multiple pockets. Perfect for casual everyday wear. Made from durable cotton denim with a comfortable fit.",
  "price": 79.99,
  "comparePrice": 99.99,
  "productType": "physical",
  "category": "Outerwear",
  "tags": ["denim", "jacket", "vintage", "blue", "casual"],
  "sku": "DENIM-JACKET-BLUE-001"
}

Step 3: Create Product via API

Using REST API:

curl -X POST "https://www.wixapis.com/stores/v1/products" \
  -H "Authorization: ${API_KEY}" \
  -H "wix-site-id: ${SITE_ID}" \
  -H "Content-Type: application/json" \
  -d '{
  "product": {
    "name": "AI_GENERATED_NAME",
    "description": "AI_GENERATED_DESCRIPTION",
    "price": AI_SUGGESTED_PRICE,
    "comparePrice": AI_SUGGESTED_COMPARE_PRICE,
    "productType": "physical",
    "visible": false,
    "categoryIds": ["AI_SUGGESTED_CATEGORY_ID"],
    "ribbon": "AI_SUGGESTED_RIBBON",
    "stock": {
      "trackInventory": true,
      "quantity": 0
    }
  }
}'

Step 4: Upload Product Image

After creating the product, upload the original image:

# First, get the product ID from creation response
PRODUCT_ID="created-product-id"

# Upload image to Wix Media Manager (requires separate API call)
# Then attach to product
curl -X PATCH "https://www.wixapis.com/stores/v1/products/${PRODUCT_ID}" \
  -H "Authorization: ${API_KEY}" \
  -H "wix-site-id: ${SITE_ID}" \
  -H "Content-Type: application/json" \
  -d '{
  "product": {
    "media": {
      "mainMedia": {
        "image": {
          "url": "UPLOADED_IMAGE_URL",
          "altText": "AI_GENERATED_ALT_TEXT"
        }
      }
    }
  }
}'

AI Analysis Capabilities

Product Type Detection

Claude can identify:

• Clothing: Tops, bottoms, dresses, outerwear, shoes, accessories
• Electronics: Phones, computers, accessories, smart devices
• Home Goods: Furniture, decor, kitchen items, bedding
• Beauty: Skincare, makeup, haircare, fragrances
• Jewelry: Rings, necklaces, bracelets, earrings
• Art: Prints, paintings, sculptures, photography
• Books: Fiction, non-fiction, educational, children's
• Toys: Educational, collectibles, games, outdoor
• Food: Packaged goods, beverages, specialty items

Attribute Extraction

Visual Attributes:

• Primary colors
• Materials (cotton, metal, plastic, wood, glass)
• Patterns (solid, striped, floral, geometric)
• Style (modern, vintage, minimalist, bohemian)
• Size indicators (if visible in image)

Quality Indicators:

• Professional product photography → higher price point
• Handmade/artisan appearance → unique pricing
• Brand visibility → premium pricing
• Condition assessment → pricing adjustment

Pricing Suggestions

Pricing Formula

Based on visual analysis:

Base Price = Product Type Base × Quality Multiplier × Uniqueness Factor

Quality Multiplier:
- Professional photography: 1.2x
- Handmade/artisan: 1.3x
- Premium materials: 1.4x
- Mass-produced: 1.0x

Uniqueness Factor:
- Common item: 1.0x
- Moderately unique: 1.1x
- Highly unique/rare: 1.3x
- Custom/one-of-a-kind: 1.5x

Compare-at Price: Suggested price × 1.25 (to show 20% savings)

Description Generation

Template Structure

[Opening Hook - What makes this product special]

[Key Features - Bullet points]
• Feature 1
• Feature 2
• Feature 3

[Benefits - Why customer should buy]

[Specifications - Concrete details]
- Material: [detected from image]
- Color: [detected from image]
- Style: [detected from image]

[Use Cases - How to use/wear/display]

[Care Instructions - If applicable]

SEO Optimization

Title Format: [Adjective] [Product Type] - [Key Feature] [Color/Material]

Examples:

• Vintage Denim Jacket - Classic Blue Wash
• Handcrafted Ceramic Mug - Minimalist White Design
• Premium Leather Wallet - RFID Protection Black

Description Keywords: Include relevant search terms naturally

• Product type keywords
• Material keywords
• Style keywords
• Use case keywords

Category Suggestions

Category Mapping

Based on product type detected:

• Clothing → "Apparel", "Fashion", "Clothing"
• Electronics → "Electronics", "Technology", "Gadgets"
• Home Goods → "Home & Living", "Decor", "Furniture"
• Beauty → "Beauty", "Skincare", "Cosmetics"
• Art → "Art", "Prints", "Wall Decor"

Multi-Category Assignment

Some products fit multiple categories:

• Yoga Mat → "Fitness", "Health & Wellness", "Sports Equipment"
• Coffee Mug → "Kitchen", "Drinkware", "Home Goods"

Variant Recommendations

When Image Shows Variants

If image shows multiple colors/sizes:

• Suggest creating variant options
• Recommend color options based on visible colors
• Suggest standard size options based on product type

Example for Clothing:

{
  "options": [
    {
      "name": "Size",
      "selections": ["Small", "Medium", "Large", "X-Large"]
    },
    {
      "name": "Color",
      "selections": ["Blue", "Black", "Gray"]
    }
  ]
}

Single Product Image

If only one variant visible:

• Create single product (no variants)
• Mention in description if other colors/sizes available
• Recommend uploading additional variant images

AI-Suggested Ribbons

Based on product analysis:

• "New Arrival": Fresh/modern products, trending items
• "Bestseller": Popular product types
• "Limited Edition": Unique/rare items
• "Handmade": Artisan/craft products
• "Eco-Friendly": Sustainable materials visible
• "Sale": If suggesting compare-at price discount

Inventory Recommendations

Initial Stock Quantity

Conservative Approach (default):

• Unique/handmade items: 1-5 units
• Standard products: 10-20 units
• Popular/fast-moving: 50-100 units

Based on Product Type:

• Digital products: 999 (unlimited)
• Made-to-order: 0 (backorder enabled)
• Limited edition: Actual count
• Vintage/one-of-a-kind: 1

Stock Management

Track Inventory:

• Yes: Physical products, limited quantities
• No: Digital products, services, infinite supply

Preorder Settings:

• Enable for: Upcoming releases, made-to-order
• Preorder message: "Ships in 2-3 weeks" or custom timeline

Complete Example Workflow

Input: Product Image of Blue Ceramic Mug

AI Analysis Output:

{
  "productType": "physical",
  "name": "Handcrafted Blue Ceramic Mug - Artisan Coffee Cup",
  "description": "Beautiful handcrafted ceramic mug featuring a unique blue glaze finish. Perfect for your morning coffee or afternoon tea. Each mug is individually made, making yours truly one-of-a-kind.\n\nKey Features:\n• Handmade ceramic construction\n• Vibrant blue glaze finish\n• Comfortable handle design\n• Microwave and dishwasher safe\n• 12 oz capacity\n\nIdeal for:\n• Daily coffee enjoyment\n• Thoughtful gifts\n• Home or office use\n\nCare: Dishwasher safe, though hand washing recommended to preserve glaze brilliance.",
  "suggestedPrice": 24.99,
  "comparePrice": 32.99,
  "category": "Kitchen & Dining",
  "tags": ["mug", "ceramic", "handmade", "blue", "coffee", "tea", "artisan"],
  "ribbon": "Handmade",
  "sku": "MUG-CERAMIC-BLUE-001",
  "inventory": {
    "quantity": 5,
    "trackInventory": true
  },
  "weight": 0.8,
  "seo": {
    "title": "Handcrafted Blue Ceramic Mug | Artisan Coffee Cup",
    "description": "Unique handmade blue ceramic mug perfect for coffee or tea. Dishwasher safe, 12 oz capacity. Each piece is one-of-a-kind artisan crafted."
  }
}

API Call Sequence:

# 1. Get categories
curl -X GET "/_api/wix-ecommerce-renderer-web/store-manager/categories"

# 2. Get tax groups
curl -X POST "/_api/tax-groups/v1/taxGroups/query"

# 3. Create product
curl -X POST "https://www.wixapis.com/stores/v1/products" \
  -H "Authorization: ${API_KEY}" \
  -H "wix-site-id: ${SITE_ID}" \
  -H "Content-Type: application/json" \
  -d '{
  "product": {
    "name": "Handcrafted Blue Ceramic Mug - Artisan Coffee Cup",
    "description": "[AI_GENERATED_DESCRIPTION]",
    "price": 24.99,
    "comparePrice": 32.99,
    "cost": {"price": 12.00},
    "productType": "physical",
    "sku": "MUG-CERAMIC-BLUE-001",
    "visible": false,
    "ribbon": "Handmade",
    "weight": 0.8,
    "stock": {
      "trackInventory": true,
      "quantity": 5
    },
    "categoryIds": ["CATEGORY_ID_FROM_STEP_1"],
    "taxGroupId": "TAX_GROUP_ID_FROM_STEP_2"
  }
}'

# 4. Upload and attach image
# [Image upload workflow]

# 5. Make visible
curl -X PATCH "https://www.wixapis.com/stores/v1/products/${PRODUCT_ID}" \
  -H "Authorization: ${API_KEY}" \
  -H "wix-site-id: ${SITE_ID}" \
  -H "Content-Type: application/json" \
  -d '{"product": {"visible": true}}'