AI Features

// Example API call
const description = await generateProductDescription({
  productName: "Wireless Bluetooth Headphones",
  features: ["Noise cancellation", "20hr battery", "Quick charge"],
  targetAudience: "music enthusiasts",
  brandVoice: "professional"
});

// Result: SEO-optimized description with keywords,
// compelling copy, and conversion-focused language

// Real-time streaming
const stream = await generateStreamingDescription({
  product: productData,
  onChunk: (chunk) => {
    // Update UI with each new chunk
    updateDescription(chunk);
  }
});

const translations = await generateTranslations({
  content: "Premium wireless headphones with active noise cancellation",
  languages: ["es", "fr", "de", "ja"]
});

const suggestions = await suggestCategories({
  productTitle: "Organic Green Tea Leaves",
  description: "Premium loose leaf green tea from Japan",
  price: 24.99
});

// Returns: ["Tea", "Organic", "Green Tea", "Beverages", "Health"]

const recommendations = await suggestRelatedProducts({
  productId: "tea-123",
  customerHistory: ["coffee-456", "matcha-789"],
  purchaseIntent: "health"
});

// Returns prioritized list of related products

const collections = await generateCollections({
  theme: "Wellness Essentials",
  products: allProducts,
  season: "summer"
});

// Creates: "Summer Wellness", "Morning Rituals", "Evening Wind-down"

const analysis = await analyzeContent({
  title: "Amazing product review!",
  content: "This product is absolutely fantastic...",
  author: "john@example.com"
});

// Returns: { spamScore: 0.02, sentiment: "positive", quality: "high" }

const duplicates = await findDuplicates({
  newContent: submittedContent,
  existingContent: allContent,
  threshold: 0.85
});

// Returns: [] (no duplicates) or [similarContentIds]

const quality = await scoreContent({
  content: creatorSubmission,
  criteria: ["engagement", "authenticity", "relevance"]
});

// Returns: { overall: 8.5, engagement: 9.0, authenticity: 8.0, relevance: 8.5 }

const routing = await routeContent({
  content: submission,
  creator: creatorData,
  product: productData
});

// Returns: { queue: "premium", priority: "high", reviewers: ["admin1", "admin2"] }

const prediction = await predictPerformance({
  content: submission,
  creator: creatorData,
  product: productData,
  historicalData: pastContent
});

// Returns: { expectedViews: 2500, expectedConversions: 45, confidence: 0.78 }

const sentiment = await analyzeSentiment({
  reviews: customerReviews,
  aspects: ["quality", "price", "shipping", "support"]
});

// Returns: sentiment scores for each aspect

const authenticity = await checkAuthenticity({
  review: customerReview,
  purchaseHistory: customerPurchases,
  behavioralData: customerActivity
});

// Returns: { authentic: true, confidence: 0.92, flags: [] }

const summary = await summarizeReviews({
  productId: "product-123",
  reviews: allReviews,
  aspects: ["pros", "cons", "common_issues"]
});

// Returns: structured summary of customer feedback

const results = await semanticSearch({
  query: "comfortable shoes for running",
  userPreferences: userProfile,
  context: "morning workout"
});

// Returns: products ranked by relevance, not just keyword matches

const recommendations = await getPersonalizedRecommendations({
  userId: "user-123",
  currentSession: sessionData,
  purchaseHistory: pastPurchases,
  browsingBehavior: clickstream
});

// Returns: highly personalized product suggestions

const matches = await matchCreators({
  product: productData,
  campaign: campaignGoals,
  availableCreators: creatorPool,
  budget: campaignBudget
});

// Returns: ranked list of creator matches with expected performance

const commissions = await optimizeCommissions({
  product: productData,
  creator: creatorData,
  marketRates: industryStandards,
  performanceGoals: campaignObjectives
});

// Returns: optimized commission structure

const security = await analyzeSecurity({
  transaction: purchaseData,
  userHistory: userBehavior,
  deviceFingerprint: deviceData,
  locationData: geoInfo
});

// Returns: { riskScore: 0.15, flags: [], recommendations: [] }

const integrity = await verifyContentIntegrity({
  content: submittedMedia,
  creator: creatorProfile,
  claimedAuthorship: metadata,
  historicalPatterns: creatorHistory
});

// Returns: { authentic: true, manipulationDetected: false, confidence: 0.89 }

const config = {
  contentGeneration: {
    model: "gpt-4",
    temperature: 0.7,
    maxTokens: 500
  },
  moderation: {
    model: "moderation-v2",
    sensitivity: "medium"
  },
  recommendations: {
    algorithm: "hybrid",
    personalization: true
  }
}

await trainBrandModel({
  brandData: {
    descriptions: brandDescriptions,
    voiceGuidelines: brandVoice,
    successfulContent: topPerformingContent
  },
  trainingData: historicalPerformance
});

const metrics = await getAIMetrics({
  timeRange: "30d",
  models: ["content-gen", "moderation", "recommendations"]
});

// Returns: accuracy, speed, user satisfaction metrics

// REST API examples
POST /api/ai/generate-description
POST /api/ai/analyze-content
POST /api/ai/suggest-products
GET  /api/ai/metrics

// AI processing complete
{
  "event": "ai.processing.complete",
  "data": {
    "taskId": "task-123",
    "result": { /* generated content */ },
    "processingTime": 2.3
  }
}