ShopOps Documentation

Dynamic Price Optimization

Test multiple price points simultaneously across different segments and channels. Our AI learns which prices convert best for each context.

{
  "test_type": "price_optimization",
  "product_id": "prod_123",
  "variants": [
    { "price": 99, "segment": "new_customers" },
    { "price": 89, "segment": "returning_customers" },
    { "price": 79, "segment": "vip_customers" }
  ],
  "duration": "15_minutes",
  "auto_optimize": true
}

Bundle Configuration Testing

Automatically discover high-converting product combinations. ShopOps creates and tests bundles based on purchase patterns and agent recommendations.

• • Automatic bundle generation based on co-purchase data
• • Dynamic discount optimization for bundles
• • Cross-sell and upsell testing
• • Real-time performance tracking

Merchandising Strategy Automation

Test different product positioning, descriptions, and imagery to maximize conversion rates across all channels.

AI Subdomain Setup

Deploy ai.yourbrand.com with structured data optimized for agent discovery and interaction.

// Structured product data for AI agents
{
  "product": {
    "name": "Merino Wool Sweater",
    "category": "Apparel",
    "price": 129,
    "attributes": {
      "material": "100% Merino Wool",
      "sustainability": "GOTS certified",
      "care": "Machine washable"
    },
    "semantic_description": "Premium sustainable sweater...",
    "agent_optimized": true
  }
}

Natural Language Interface

Enable conversational commerce where customers and agents can ask questions, compare products, and complete purchases through natural language.

Instant Checkout Flows

Streamlined checkout optimized for agent-assisted purchases with minimal friction.

• • One-click checkout for returning customers
• • Agent-friendly payment processing
• • Automatic address validation
• • Real-time inventory updates

Cross-Platform Memory Tracking

Monitor your brand's presence and positioning across all major AI platforms in real-time.

Competitive Positioning Analysis

Understand how your brand compares to competitors in agent recommendations and memory retention.

• • Share of voice across AI platforms
• • Recommendation frequency tracking
• • Sentiment analysis in agent responses
• • Competitive benchmark reports

Intent Signal Monitoring

Track customer intent signals across AI platforms to understand what drives recommendations and purchases.

Shopify Integration

# Install via Shopify CLI
shopify app install shopops

# Or connect via API
curl -X POST https://api.shopops.ai/v1/integrations/shopify \
  -H "Authorization: Bearer YOUR_API_KEY" \
  -d '{
    "shop_domain": "yourstore.myshopify.com",
    "access_token": "YOUR_SHOPIFY_TOKEN"
  }'

WooCommerce Integration

# Install WordPress plugin
wp plugin install shopops --activate

# Or connect via REST API
curl -X POST https://api.shopops.ai/v1/integrations/woocommerce \
  -H "Authorization: Bearer YOUR_API_KEY" \
  -d '{
    "site_url": "https://yourstore.com",
    "consumer_key": "YOUR_WC_KEY",
    "consumer_secret": "YOUR_WC_SECRET"
  }'

Custom API Integration

# Sync product catalog
POST /v1/products/sync
{
  "products": [
    {
      "id": "prod_123",
      "name": "Merino Wool Sweater",
      "price": 129,
      "inventory": 50,
      "attributes": {...}
    }
  ]
}

# Update pricing
PATCH /v1/products/:id/price
{
  "price": 119,
  "test_variant": "price_test_001"
}

Authentication

All API requests require authentication using Bearer tokens.

curl -X GET https://api.shopops.ai/v1/products \
  -H "Authorization: Bearer YOUR_API_KEY" \
  -H "Content-Type: application/json"

Core Endpoints

Webhooks

Subscribe to real-time events for test completions, price changes, and more.

{
  "event": "test.completed",
  "timestamp": "2025-10-30T18:00:00Z",
  "data": {
    "test_id": "test_123",
    "winner": "variant_b",
    "improvement": "+23%",
    "confidence": 0.95
  }
}

Testing Strategy

• ✓Start with high-traffic products: Focus initial tests on your best-sellers to gather statistically significant data faster.
• ✓Test one variable at a time: Isolate price, bundles, or merchandising to understand what drives results.
• ✓Let tests run to completion: Wait for statistical significance before making decisions (typically 24-48 hours).
• ✓Monitor seasonality: Account for weekly and seasonal patterns in your testing schedule.

Agentic Optimization

• ✓Rich product descriptions: Provide detailed, semantic descriptions that help AI agents understand your products.
• ✓Structured attributes: Use consistent attribute naming and values across your catalog.
• ✓Update regularly: Keep inventory, pricing, and product information current for accurate agent recommendations.
• ✓Monitor agent queries: Track what customers ask AI agents to optimize your catalog accordingly.

Brand Memory Optimization

• ✓Consistent brand messaging: Maintain uniform tone, values, and positioning across all platforms.
• ✓Track competitive positioning: Monitor how you compare to competitors in agent recommendations.
• ✓Optimize for intent signals: Align your catalog with the queries customers are making to AI agents.
• ✓Build authority: Create content and data that establishes your brand as the category leader.