const aiModel = new OpenAI({"model": "gpt-4o"})
async function generateLeads() {
const prospects = await ai.analyze(data)
return prospects.filter(p => p.score > 0.8)
}
// AI-powered automation
const workflow = new AutomationEngine()
workflow.addTrigger("newLead")
workflow.addAction("sendEmail")
workflow.addAction("updateCRM")
// Machine learning optimization
const optimizer = new MLOptimizer()
optimizer.trainModel(historicalData)
const prediction = optimizer.predict(newData)
// Real-time analytics dashboard
const analytics = new AIAnalytics()
analytics.track("conversion", leadData)
// Automated email sequences
const emailAI = new EmailAutomation()
emailAI.createSequence({
trigger: "newSignup",
personalization: "high"
});
import { ChatBot, NLP } from "ai-engine"
const chatbot = new ChatBot({
model: "advanced-nlp",
context: "customer-support"
});
// Intelligent conversation flow
chatbot.onMessage(async (msg) => {
const intent = await nlp.classify(msg)
const response = await ai.generate(intent)
return response.personalize(user)
});
// CRM Integration
const crm = new SmartCRM({
aiScoring: true,
autoNurturing: true
});
crm.addContact(leadData)
crm.scoreContact(aiModel)
// Performance optimization
const performance = new AIOptimizer()
performance.optimize(campaigns)
// Lead scoring algorithm
const leadScore = ai.calculateScore({
engagement: userActivity,
demographics: userData
});
// Advanced automation pipeline
const pipeline = new AutomationPipeline()
pipeline.addStage('leadCapture')
pipeline.addStage('qualification')
pipeline.addStage('nurturing')
pipeline.addStage('conversion')
// AI-driven content generation
const contentAI = new ContentGenerator({
style: "professional",
tone: "engaging"
});
const blogPost = await contentAI.generate({
topic: "AI automation",
length: 1500
});
// Social media automation
const socialAI = new SocialMediaBot()
socialAI.schedulePost(content, platforms)
// Predictive analytics
const predictor = new PredictiveModel()
const forecast = predictor.predict(salesData)
// Customer journey mapping
const journey = new CustomerJourney()
journey.trackTouchpoints(userInteractions)
// Intelligent lead routing
const router = new LeadRouter({
algorithm: 'round-robin',
aiOptimized: true
});
router.assignLead(newLead, salesTeam)
// Dynamic pricing optimization
const pricing = new DynamicPricing()
const optimalPrice = pricing.calculate({
market: marketData,
competition: competitorPrices,
demand: demandForecast
});
// Automated A/B testing
const abTest = new ABTestManager()
abTest.createTest({
name: "email-subject-test",
variants: [subjectA, subjectB],
metric: 'open-rate'
});
// Real-time personalization
const personalizer = new AIPersonalizer()
const customContent = personalizer.adapt({
user: currentUser,
context: pageContext
});