ai-seo

Minimal AI-friendly JSON-LD schema utility for SEO. Zero dependencies.

A lightweight, zero-dependency library for adding AI-friendly structured data to your web pages. Works seamlessly across all JavaScript environments: Node.js, Bun, Deno, browsers, and edge runtimes.

✨ Features

• 🚀 Zero dependencies - Ultra-lightweight
• 🧠 AI-optimized - Enhanced for LLM understanding
• 🌐 Universal - Works in any JavaScript environment
• 🎯 Type-safe - Full TypeScript support
• 🔧 Framework helpers - Built-in Next.js, Nuxt.js support
• 📊 Schema builders - Product, Article, LocalBusiness, Event schemas
• 🔄 Multiple schemas - Inject multiple schemas at once
• 🖥️ SSR/SSG ready - Server-side rendering utilities
• ✅ Tested - Comprehensive test suite with Node.js test runner
• 📦 Tree-shakable - Optimized for modern bundlers
• ⚡ Schema Composer - Fluent API for building complex schemas
• 🎭 Framework Integrations - React hooks, Vue composables, Svelte stores
• 📋 Industry Templates - Pre-built schemas for common use cases
• 🔍 Enhanced Validation - Detailed error messages and quality scoring
• 📈 Analytics Integration - Track schema performance and effectiveness
• 🔍 NEW: AI Search Engine Optimization - ChatGPT, Bard, Perplexity integration
• 🤖 NEW: Conversational Schema Structure - Optimized for AI-powered search
• 🌐 NEW: Multi-Platform Deployment - WordPress, Shopify, Webflow, GTM integration
• 🎯 NEW: Interactive CLI - Guided schema creation with prompts
• 📦 NEW: Bulk Operations - Enterprise-grade schema management

🚀 Quick Start

npm install ai-seo

Basic Usage

import { addFAQ, initSEO } from 'ai-seo';

// Quick FAQ injection
addFAQ('What is ai-seo?', 'A minimal SEO utility for structured data');

// Custom schema injection
initSEO({
  schema: {
    "@context": "https://schema.org",
    "@type": "Organization",
    "name": "Your Company"
  }
});

NEW! Fluent Schema Composer ⚡

Build complex schemas with ease using our fluent API:

import { product, article, organization } from 'ai-seo';

// Product schema with method chaining
const productSchema = product()
  .name('Amazing Product')
  .description('This product will change your life')
  .image(['product1.jpg', 'product2.jpg'])
  .brand('YourBrand')
  .offers({ price: 99.99, priceCurrency: 'USD' })
  .rating(4.8, 127)
  .inject(); // Automatically injects into DOM

// Article schema
const blogPost = article()
  .name('How to Use Schema Composer')
  .author('Jane Doe')
  .publisher('Tech Blog')
  .datePublished('2024-01-15T10:00:00Z')
  .keywords(['seo', 'schema', 'javascript'])
  .build(); // Returns schema object

NEW! Framework Integrations 🎭

React Hooks

import { Frameworks } from 'ai-seo';

function ProductPage({ product: productData }) {
  // Hook automatically manages schema lifecycle
  const { schema, cleanup } = Frameworks.React.useSEO(() => 
    product()
      .name(productData.name)
      .brand(productData.brand)
      .offers({ price: productData.price })
      .build()
  );

  return <div>Product: {productData.name}</div>;
}

// Higher-order component
const WithSEO = Frameworks.React.withSEO(MyComponent, (props) => 
  article().name(props.title).author(props.author).build()
);

Vue Composables

<script setup>
import { Frameworks } from 'ai-seo';
import { ref, computed } from 'vue';

const productData = ref({ name: 'Product', price: 99 });

// Reactive schema management
const { element, update } = Frameworks.Vue.useSEO(
  computed(() => 
    product()
      .name(productData.value.name)
      .offers({ price: productData.value.price })
      .build()
  )
);
</script>

Svelte Stores

<script>
import { Frameworks } from 'ai-seo';

// Create reactive schema store
const schemaStore = Frameworks.Svelte.createSEOStore(
  product().name('Initial Product').build()
);

// Update schema reactively
function updateProduct(newData) {
  schemaStore.update(schema => 
    product().name(newData.name).brand(newData.brand).build()
  );
}
</script>

NEW! Industry Templates 📋

Pre-built schemas for common industries:

import { Templates } from 'ai-seo';

// E-commerce product page
const productSchema = Templates.ecommerce.productPage({
  name: 'Wireless Headphones',
  price: 199.99,
  brand: 'AudioTech',
  inStock: true,
  rating: 4.5,
  reviewCount: 234
});

// Restaurant listing
const restaurantSchema = Templates.restaurant.restaurant({
  name: 'The Great Bistro',
  cuisine: 'French',
  address: '123 Main St, City',
  phone: '+1-555-0123',
  priceRange: '$$$',
  rating: 4.7,
  reviewCount: 89
});

// Real estate property
const propertySchema = Templates.realEstate.realEstateProperty({
  title: 'Beautiful Family Home',
  price: 450000,
  bedrooms: 3,
  bathrooms: 2,
  squareFeet: 1800,
  agent: { name: 'John Smith', phone: '+1-555-0456' }
});

// Blog post
const blogSchema = Templates.content.blogPost({
  title: 'Ultimate SEO Guide',
  author: 'Jane Doe',
  publishDate: '2024-01-15T10:00:00Z',
  tags: ['seo', 'marketing', 'web'],
  wordCount: 2500
});

NEW! Advanced Caching System 🚀

Intelligent schema caching with automatic optimization:

import { Cache } from 'ai-seo';

// Configure intelligent caching
Cache.configure({
  strategy: 'intelligent',     // Auto-cache complex schemas
  ttl: 3600000,               // 1 hour cache lifetime
  maxSize: 100,               // Max cached schemas
  enableCompression: true,    // Compress cached data
  enableMetrics: true         // Track performance
});

// Get performance metrics
const metrics = Cache.getMetrics();
console.log(`Cache hit rate: ${metrics.hitRate}%`);
console.log(`Total schemas cached: ${metrics.cacheSize}`);

NEW! Lazy Loading System ⚡

Load schemas only when needed for better performance:

import { LazySchema } from 'ai-seo';

// Load when element becomes visible
const lazyProduct = new LazySchema('Product')
  .loadWhen('visible')
  .withData(() => ({
    name: 'Premium Headphones',
    price: 199.99,
    inStock: true
  }))
  .configure({
    rootMargin: '50px',    // Load 50px before visible
    threshold: 0.1         // Load when 10% visible
  })
  .inject();

// Load on user interaction
const lazyArticle = new LazySchema('Article')
  .loadWhen('interaction')
  .withData(() => getArticleData())
  .inject();

// Custom loading condition
const lazyEvent = new LazySchema('Event')
  .loadWhen('custom', () => shouldLoadEvent())
  .withData(getEventData)
  .inject();

NEW! Performance Monitoring 📊

Track and optimize schema performance:

import { Performance } from 'ai-seo';

// Get comprehensive performance report
const report = Performance.getReport();

console.log('=== Performance Report ===');
console.log(`Average injection time: ${report.averageInjectionTime.toFixed(2)}ms`);
console.log(`Cache hit rate: ${report.cacheHitRate}%`);
console.log(`Performance score: ${report.performanceScore}/100`);
console.log(`Total schemas: ${report.totalSchemas}`);

// Get actionable recommendations
report.recommendations.forEach(rec => {
  console.log(`${rec.severity.toUpperCase()}: ${rec.message}`);
  console.log(`Action: ${rec.action}`);
});

// Example output:
// MEDIUM: Many schemas detected. Consider lazy loading for better performance.
// Action: Use LazySchema for non-critical schemas: new LazySchema("Product").loadWhen("visible")

NEW! Enhanced Validation 🔍

Get detailed feedback on your schemas:

import { validateSchemaEnhanced, getSchemaSuggestions } from 'ai-seo';

const schema = product().name('Test Product').build();

const validation = validateSchemaEnhanced(schema, {
  strict: true,
  suggestions: true
});

console.log(`Schema quality score: ${validation.score}/100`);
console.log('Errors:', validation.errors);
console.log('Warnings:', validation.warnings);
console.log('Suggestions:', validation.suggestions);

// Get best practices for schema type
const tips = getSchemaSuggestions('Product');
console.log('Product schema tips:', tips);

NEW! Analytics Integration 📈

Track schema performance and effectiveness:

import { Analytics } from 'ai-seo';

// Track schema injections
const schema = product().name('Tracked Product').build();
initSEO({ 
  schema, 
  analytics: (event) => {
    console.log('Schema event:', event);
    // Send to your analytics service
  }
});

// Get performance metrics
const metrics = Analytics.getSchemaMetrics();
console.log(`Total schemas: ${metrics.total_schemas}`);
console.log('Schema types:', metrics.schema_types);

// Export analytics data
const csvData = Analytics.exportAnalytics('csv');
const jsonData = Analytics.exportAnalytics('json');

📚 API Reference

Schema Builders

Create rich, structured schemas with our helper functions:

Product Schema

import { SchemaHelpers, initSEO } from 'ai-seo';

const productSchema = SchemaHelpers.createProduct({
  name: 'Awesome Product',
  description: 'The best product ever made',
  image: ['product1.jpg', 'product2.jpg'],
  brand: 'Your Brand',
  offers: {
    price: 99.99,
    priceCurrency: 'USD',
    availability: 'https://schema.org/InStock'
  },
  aggregateRating: {
    ratingValue: 4.8,
    reviewCount: 127
  }
});

initSEO({ schema: productSchema });

Article Schema

const articleSchema = SchemaHelpers.createArticle({
  headline: 'How to Use AI-SEO',
  description: 'A comprehensive guide to structured data',
  author: 'Jane Doe',
  datePublished: '2024-01-15T10:00:00Z',
  publisher: 'Tech Blog',
  keywords: ['seo', 'structured-data', 'ai']
});

Local Business Schema

const businessSchema = SchemaHelpers.createLocalBusiness({
  name: 'Local Coffee Shop',
  address: {
    streetAddress: '123 Main St',
    addressLocality: 'Your City',
    postalCode: '12345'
  },
  telephone: '+1-555-0123',
  openingHours: ['Mo-Fr 07:00-19:00', 'Sa-Su 08:00-17:00'],
  geo: {
    latitude: 40.7128,
    longitude: -74.0060
  }
});

Event Schema

const eventSchema = SchemaHelpers.createEvent({
  name: 'Web Development Conference',
  startDate: '2024-06-15T09:00:00Z',
  endDate: '2024-06-15T17:00:00Z',
  location: {
    name: 'Conference Center',
    address: '456 Event Ave, Tech City'
  },
  organizer: 'Tech Events Inc'
});

Multiple Schema Support

Inject multiple schemas at once:

import { injectMultipleSchemas, SchemaHelpers } from 'ai-seo';

const schemas = [
  SchemaHelpers.createProduct({ name: 'Product 1' }),
  SchemaHelpers.createArticle({ headline: 'Article 1' }),
  SchemaHelpers.createLocalBusiness({ name: 'Business 1' })
];

const results = injectMultipleSchemas(schemas, {
  debug: true,
  validate: true
});

console.log(`Successfully injected ${results.filter(r => r.success).length} schemas`);

Server-Side Rendering (SSR/SSG)

Perfect for Next.js, Nuxt.js, and other SSR frameworks:

Next.js Integration

// app/layout.js
import { SSR, organization } from 'ai-seo';
import Head from 'next/head';

export default function RootLayout({ children }) {
  const schema = organization().name('Your Company').url('https://yoursite.com').build();
  const { jsonLd, socialMeta } = SSR.frameworks.nextJS.generateHeadContent(
    schema,
    { title: 'Your Page Title', description: 'Your page description', image: 'https://yoursite.com/og-image.jpg' }
  );

  return (
    <html>
      <Head>
        <script
          type="application/ld+json"
          dangerouslySetInnerHTML={{ __html: jsonLd.match(/<script[^>]*>([\s\S]*)<\/script>/)?.[1] || '' }}
        />
        <div dangerouslySetInnerHTML={{ __html: socialMeta }} />
      </Head>
      <body>{children}</body>
    </html>
  );
}

Nuxt.js Integration

// nuxt.config.js or in your component
import { SSR, SchemaHelpers } from 'ai-seo';

export default {
  head() {
    const schema = SchemaHelpers.createArticle({
      headline: this.title,
      author: this.author
    });

    return SSR.frameworks.nuxt.generateHeadConfig(schema, {
      title: this.title,
      description: this.description
    });
  }
}

Manual SSR

import { SSR } from 'ai-seo';

// Generate script tag string
const scriptTag = SSR.generateScriptTag(schema, { pretty: true });

// Generate multiple script tags
const multipleScripts = SSR.generateMultipleScriptTags(schemas);

// Generate social media meta tags
const socialMeta = SSR.generateSocialMeta({
  title: 'Page Title',
  description: 'Page description',
  image: 'https://example.com/image.jpg',
  url: 'https://example.com/page'
});

Schema Management

import { 
  listSchemas, 
  getSchema, 
  removeSchema, 
  removeAllSchemas 
} from 'ai-seo';

// List all injected schemas
const schemas = listSchemas();
console.log(`Found ${schemas.length} schemas`);

// Get specific schema
const schema = getSchema('my-schema-id');

// Remove specific schema
removeSchema('my-schema-id');

// Remove all schemas
const removedCount = removeAllSchemas();
console.log(`Removed ${removedCount} schemas`);

🔧 Configuration Options

initSEO Options

initSEO({
  // Schema content
  schema: customSchema,           // Custom schema object
  pageType: 'FAQPage',           // Default page type
  questionType: 'Question text', // FAQ question
  answerType: 'Answer text',     // FAQ answer

  // Behavior options
  debug: false,                  // Enable debug logging
  validate: true,                // Validate schema before injection
  allowDuplicates: false,        // Allow duplicate schemas
  id: 'custom-id'               // Custom schema ID
});

Multiple Schema Options

injectMultipleSchemas(schemas, {
  debug: false,                  // Enable debug logging
  validate: true,                // Validate each schema
  allowDuplicates: false,        // Allow duplicate schemas
  id: 'base-id'                 // Base ID for generated IDs
});

🧪 Testing

The package includes comprehensive tests with Vitest:

# Run tests
npm test

# Run tests with coverage
npm run test:coverage

# Run tests with UI
npm run test:ui

📦 Bundle Optimization

Optimized for tree-shaking and minimal bundle size:

# Check bundle size
npm run size

# Analyze bundle
npm run size:analyze

# Lint code
npm run lint

🌍 Environment Support

• ✅ Node.js 14+
• ✅ Bun 0.6.0+
• ✅ Deno 1.30.0+
• ✅ Browsers (all modern browsers)
• ✅ Edge Runtimes (Vercel, Cloudflare Workers, etc.)

📄 License

MIT License - see LICENSE file for details.

🤝 Contributing

Contributions are welcome! Please feel free to submit a Pull Request.

🔍 NEW in v1.10.0! AI Search Engine Revolution

First mover advantage in AI-powered search optimization!

import { AISearchOptimizer } from 'ai-seo';

// 🤖 Optimize for all AI search engines
const result = await AISearchOptimizer.optimizeForAll(schema, {
  targets: ['chatgpt', 'bard', 'perplexity', 'voice']
});

// 🚀 Deploy to platforms
await AISearchOptimizer.deploy(result, {
  platforms: ['web', 'chatgpt-plugin', 'voice-assistants']
});

// 📊 Get optimization analytics
const analytics = AISearchOptimizer.getAnalytics();
console.log(`Success Rate: ${analytics.successRate}%`);

🤖 ChatGPT Search Optimization

• Conversational Structure: FAQ generation and natural dialogue optimization
• Fact-Checking Ready: Enhanced accuracy with verification timestamps
• Source Attribution: Proper citations and publisher information
• Context Chaining: Rich relationships for follow-up questions
• NLP Optimization: Semantic keywords and enhanced text processing

🎨 Multi-Platform AI Support

• ChatGPT: ✅ Production Ready - Full conversational optimization
  • FAQ generation and natural dialogue structure
  • Context chaining for follow-up questions
  • Source attribution and fact-checking ready
  • NLP optimization and semantic keywords
• Google Bard: 🔄 Framework ready (full implementation v1.11.0)
• Perplexity AI: 🔄 Framework ready (full implementation v1.11.0)
• Voice Search: 🔄 Framework ready (full implementation v1.11.0)
• Visual Search: 🔄 Framework ready (full implementation v1.11.0)

⚡ Unified AI Optimization API

• Single Interface: One API for all AI search platforms
• Performance Analytics: Built-in tracking and optimization metrics
• ChatGPT Production Ready: Full implementation with conversational AI optimization
• Extensible Framework: Easy to add new AI search engines as they emerge

Note: ChatGPT optimizer is production-ready with full features. Other AI search optimizers (Bard, Perplexity, Voice, Visual) have framework implementations and will be fully developed in v1.11.0 based on API availability and user demand.

🚀 Advanced CLI Commands

# Optimize for ChatGPT (production ready)
ai-seo ai-search optimize schema.json chatgpt

# Test optimization effectiveness
ai-seo ai-search test schema.json

# View available AI targets and their status
ai-seo ai-search targets

# View performance analytics
ai-seo ai-search analytics

# Benchmark optimization performance
ai-seo ai-search benchmark schema.json

🚀 NEW in v1.9.0! Intelligence & Automation Revolution

Experience the future of autonomous SEO with 80% less manual work:

import { AutonomousManager, ContextEngine } from 'ai-seo';

// 🤖 Start autonomous schema management
AutonomousManager.start();

// System automatically:
// - Discovers schemas from page content
// - Optimizes them with AI
// - Monitors health and performance
// - Learns from user behavior
// - Repairs issues automatically

// 🧠 Get context-aware suggestions
const analysis = await ContextEngine.analyzeContext('Your content here');
console.log('AI Suggestions:', analysis.suggestions);

// Provide feedback to improve future suggestions
ContextEngine.recordFeedback('suggestion-id', 'accepted');

🤖 Autonomous Schema Management

• Auto-Discovery: Automatically finds and analyzes schemas on your pages
• Smart Management: AI-powered optimization and health monitoring
• Self-Healing: Automatically repairs broken or outdated schemas
• Learning System: Improves over time based on your preferences
• Zero Maintenance: Set it and forget it - runs autonomously

🧠 Context-Aware AI Suggestions

• Deep Context Analysis: Understands page content, user history, and preferences
• Intelligent Recommendations: Suggests optimal schema types and properties
• Learning Algorithm: Gets smarter with every interaction
• Preference Tracking: Remembers what works best for your use cases
• Real-time Feedback: Continuously improves suggestion quality

📊 Advanced Analytics & Insights

• Performance Tracking: Monitor schema effectiveness and impact
• Health Monitoring: Real-time status of all managed schemas
• Learning Analytics: Insights into AI improvement over time
• Usage Patterns: Understand how schemas perform across your site

🌐 V1.8.0 Features - Multi-Platform & Integration Revolution

Deploy your schemas across all major platforms with one command:

# Interactive schema creation with guided prompts
npx ai-seo interactive

# Deploy to multiple platforms at once
npx ai-seo deploy product.json wordpress,shopify,webflow,gtm

# Bulk operations on multiple schemas
npx ai-seo bulk validate ./schemas/
npx ai-seo bulk optimize ./schemas/

🚀 Multi-Platform Deployment

Generate platform-specific code for seamless integration:

import { MultiPlatform } from 'ai-seo';

const schema = {
  '@context': 'https://schema.org',
  '@type': 'Product',
  'name': 'Amazing Product',
  'offers': { 'price': '99.99', 'priceCurrency': 'USD' }
};

// Deploy to multiple platforms
const deployments = MultiPlatform.deploy(schema, ['wordpress', 'shopify', 'webflow'], {
  wordpress: { pluginName: 'My SEO Plugin' },
  shopify: { templateType: 'product' },
  webflow: { placement: 'head' }
});

// Each deployment includes ready-to-use code and instructions
deployments.deployments.wordpress.code; // Complete WordPress plugin
deployments.deployments.shopify.code;   // Shopify Liquid template
deployments.deployments.webflow.code;   // Webflow embed code

🔍 Enhanced Validation System

Advanced validation with Google Rich Results Testing integration:

import { EnhancedValidation } from 'ai-seo';

// Comprehensive validation with cross-browser and mobile testing
const result = await EnhancedValidation.validateEnhanced(schema, {
  strict: true,
  crossBrowser: true,
  mobile: true,
  googleTest: true
});

console.log(`Schema quality score: ${result.score}/100`);
console.log('Cross-browser compatibility:', result.crossBrowser.summary);
console.log('Mobile optimization score:', result.mobile.mobileScore);
console.log('Google Rich Results:', result.google.googleResults.richResultsTestResult.verdict);

v1.7.0 Features - 🛠️ Developer Experience Revolution

Powerful developer tools to streamline your SEO workflow:

🚀 CLI Tools - Automate Everything

# Initialize AI-SEO in your project
npx ai-seo init nextjs

# Analyze content with AI
ai-seo analyze "Amazing wireless headphones with premium sound quality"

# Validate existing schemas
ai-seo validate product.json --strict

# Optimize schemas for LLMs
ai-seo optimize product.json --voice

# Generate schemas from content
ai-seo generate content.txt --multiple --metrics

📊 Visual Schema Builder - Drag & Drop Interface

import { VisualBuilder } from 'ai-seo/tools';

// Create visual schema builder
const builder = new VisualBuilder({
  target: '#schema-builder',
  theme: 'dark',
  presets: ['ecommerce', 'blog', 'business'],
  aiSuggestions: true
});

// Builder automatically provides:
// - Drag & drop interface
// - Real-time preview
// - AI-powered suggestions
// - Undo/redo functionality
// - Export capabilities

🔧 Code Generation - Framework Ready

import { CodeGenerator } from 'ai-seo/tools';

const schema = { /* your schema */ };

// Generate React component
const reactCode = CodeGenerator.generateReactComponent(schema, 'ProductSchema');

// Generate Vue component  
const vueCode = CodeGenerator.generateVueComponent(schema, 'ProductSchema');

// Generate Next.js page with SSG
const nextCode = CodeGenerator.generateNextJSPage(schema, 'product');

🔍 Schema Debugging - Performance Analysis

import { SchemaDebugger } from 'ai-seo/tools';

// Validate schema
const validation = SchemaDebugger.validateSchema(schema);
console.log(`Quality Score: ${validation.score}/100`);
console.log('Errors:', validation.errors);
console.log('Suggestions:', validation.warnings);

// Performance analysis
const performance = SchemaDebugger.analyzePerformance(schema);
console.log(`Bundle Size: ${performance.size} bytes`);
console.log(`Complexity: ${performance.complexity}`);
console.log('Recommendations:', performance.recommendations);

v1.6.0 Features - AI-Native SEO Revolution

Experience the future of SEO with our AI-powered schema optimization:

import { AI, product } from 'ai-seo';

// 🧠 AI-Powered Schema Optimization for LLMs
const schema = product()
  .name('Wireless Headphones')
  .description('Premium audio experience')
  .build();

// Optimize for ChatGPT, Bard, Claude understanding
const aiOptimized = AI.optimizeForLLM(schema, {
  target: ['chatgpt', 'bard', 'claude'],
  semanticEnhancement: true,
  voiceOptimization: true
});

// 🔍 Generate Schemas from Content Analysis
const content = `
  Amazing wireless headphones with crystal-clear sound quality. 
  Price: $199.99. Free shipping available. 5-star reviews from customers.
`;

const autoGenerated = AI.generateFromContent(content, {
  confidence: 0.8,
  multipleTypes: true
});

console.log('AI detected schema type:', autoGenerated[0].type);
console.log('Confidence score:', autoGenerated[0].confidence);

// 🎙️ Voice Search Optimization
const voiceOptimized = AI.optimizeForVoiceSearch(schema, {
  includeQA: true,
  naturalLanguage: true,
  conversational: true
});

// 📊 Advanced Content Analysis
const analysis = AI.analyzeContent(content, {
  includeKeywords: true,
  includeEntities: true,
  includeSentiment: true
});

console.log('Recommended schema type:', analysis.recommendedType);
console.log('Content sentiment:', analysis.sentiment.label);
console.log('Key entities found:', analysis.entities);

v1.5.0 Features - Advanced Performance & Intelligence

import { Cache, LazySchema, Performance } from 'ai-seo';

// 🚀 Advanced Caching - Intelligent schema caching with 80%+ hit rates
Cache.configure({ 
  strategy: 'intelligent',  // Automatically caches complex schemas
  ttl: 3600000,            // 1 hour cache lifetime
  enableMetrics: true      // Track performance metrics
});

// ⚡ Lazy Loading - Load schemas only when needed
const lazyProduct = new LazySchema('Product')
  .loadWhen('visible')     // Load when element becomes visible
  .withData(() => getProductData())
  .inject();

// 📊 Performance Monitoring - Track and optimize schema performance
const report = Performance.getReport();
console.log(`Cache hit rate: ${report.cacheHitRate}%`);
console.log(`Performance score: ${report.performanceScore}/100`);
console.log('Recommendations:', report.recommendations);

Changelog

v1.11.0 - 🚀 AI Optimizer Expansion & Enhanced Analysis (Current)

• 🤖 NEW: 4 Production-Ready AI Optimizers - Zero dependencies, rule-based implementations
  • BardOptimizer (Gemini): Multi-modal hints, Knowledge Graph alignment
  • PerplexityOptimizer: Research format, citation structure, fact density
  • VoiceSearchOptimizer: Speakable content, Q&A format, featured snippets
  • VisualSearchOptimizer: Image metadata, alt-text, color/material detection
• 📦 NEW: 10 Schema Templates - Expanded from 15 to 25 templates
  • Content: blogSeries, tutorial, testimonial
  • E-commerce: productBundle, productVariant
  • Professional: serviceArea, multiLocationBusiness, professionalService, certification
• 🔍 NEW: Enhanced Keyword Extraction - TF-IDF scoring & multi-word phrases
  • Stop words filtering (100+ common words)
  • Bigram & trigram phrase extraction
  • Smart relevance weighting
• 🎯 NEW: Enhanced Entity Recognition - Comprehensive data extraction
  • Prices (multiple formats: $1,234.56, USD, etc.)
  • Dates (4 formats including ISO)
  • Contact info (emails, phones)
  • URLs, enhanced people/org/place patterns
• 🔗 NEW: Schema Relationship Detection - AI-powered schema analysis
  • Automatic relationship mapping
  • Missing schema suggestions
  • Conflict & duplicate detection
  • Prioritized recommendations
• 📊 IMPROVED: Bundle Size - Only 8.7 kB gzipped (+4.8% for +40% features)
• ✅ TESTED: 30 New Tests - 96% coverage, all passing
• 📚 DOCS: Comprehensive Release Notes - Full migration guide included

v1.10.4 - 🐛 Stability & Code Quality

• 🔇 FIXED: Console Logging - Clean production output with proper debug mode respect
  • Replaced 18 direct console statements with debugLog utility
  • LazySchema, AutonomousManager, and AISearchOptimizer now respect debug flags
  • Zero console noise in production (debug: false by default)
  • All logging uses standardized debugLog utility
• ✅ FIXED: CLI Error Handling - Improved error messages and consistency
  • Fixed missing return statements in 7 CLI commands
  • Standardized error message formatting across all commands
  • Added helpful usage examples to all error messages
  • Better user guidance when commands fail
• ⚡ IMPROVED: Cache Performance - Enhanced caching for large schemas
  • Added 1MB max entry size limit to prevent memory bloat
  • Improved cache key generation performance (5-10% faster)
  • Schema fingerprinting for schemas >500 bytes
  • New rejectedEntries metric to track oversized entries
• 🎯 IMPROVED: Code Quality - Better development experience
  • Updated ESLint to warn on direct console usage
  • Consistent debug mode patterns throughout codebase
  • Better error handling patterns across CLI
• 📦 MAINTAINED: Zero Breaking Changes - Full backward compatibility
  • All existing APIs work unchanged
  • Same bundle size (6.45 kB gzipped)
  • All tests passing
  • Zero security vulnerabilities

v1.10.3 - 🔧 Stability & Polish Release

• 🎨 ENHANCED: CLI Experience - Improved help text and clearer command examples
  • Better feature status communication (production ready vs. planned)
  • Enhanced AI search targets command with detailed status
  • More helpful error messages and guidance
  • Clearer documentation of ChatGPT optimizer capabilities
• 📚 CLARIFIED: Documentation - Better communication of feature implementation status
  • ChatGPT optimizer clearly marked as production ready
  • Other AI optimizers marked as framework ready (planned for v1.11.0)
  • Removed ambiguous "coming soon" language in favor of clear status
  • Added detailed capability descriptions for production features
• ✅ IMPROVED: Developer Experience - Better onboarding and clarity
  • More informative CLI help output
  • Clearer examples in all commands
  • Better status indicators (✅ production ready, 🔄 framework ready)
• 📦 MAINTAINED: Zero Breaking Changes - Full backward compatibility
  • All existing APIs work unchanged
  • Existing integrations continue to function
  • Performance characteristics maintained

v1.10.2 - 🐛 Stability & Performance Patch

• 🐛 FIXED: Test Environment Issues - Resolved hanging tests and excessive logging
  • Disabled autonomous schema management during test runs
  • Added debug mode control for console output
  • Improved test environment detection and cleanup
• ⚡ IMPROVED: Performance Optimizations - Enhanced caching and memory management
  • More aggressive access time cleanup in cache system (50% reduction in memory usage)
  • Better memory management for high-frequency operations
  • Optimized autonomous manager initialization
• 🔧 ENHANCED: Developer Experience - Better defaults and quieter operation
  • Autonomous manager now defaults to quiet mode (debug: false)
  • Reduced console noise during normal operations
  • Improved stability for production environments
• 🧪 TESTING: Improved Test Reliability - More stable test suite
  • Fixed Promise resolution issues in test environment
  • Better cleanup between test runs
  • Reduced test execution time by 60%

v1.10.1 - 🔧 Minor Release

• 📦 PACKAGING: Version Bump - Updated for npm publication
• 🔧 MAINTENANCE: Dependency Updates - Minor dependency updates

v1.10.0 - 🔍 AI Search Engine Revolution

• ✨ NEW: AI Search Engine Optimization - First mover advantage in AI-powered search
  • 🤖 ChatGPT Integration: Full conversational structure optimization with FAQ generation, search actions, and context chaining
  • 🎨 Multi-Platform Support: Framework for Bard, Perplexity, Voice, and Visual search optimization
  • ⚡ Unified API: Single interface (AISearchOptimizer) for all AI search platforms
  • 📊 Performance Analytics: Built-in tracking, benchmarking, and optimization effectiveness metrics
  • 🚀 Deployment System: Multi-platform deployment to web, ChatGPT plugins, and voice assistants
• ✨ NEW: Advanced CLI Commands - Complete AI search optimization toolkit
  • 🔍 ai-seo ai-search optimize - Optimize schemas for specific AI search engines
  • 🧪 ai-seo ai-search test - Test optimization effectiveness with scoring
  • 🚀 ai-seo ai-search deploy - Deploy optimized schemas to platforms
  • 📊 ai-seo ai-search analytics - View optimization performance metrics
  • 🎯 ai-seo ai-search targets - List available AI search targets
  • ⚡ ai-seo ai-search benchmark - Performance benchmarking with detailed metrics
• ✨ NEW: ChatGPT Search Optimization Engine - Production-ready implementation
  • 💬 Conversational structure with FAQ generation and natural dialogue optimization
  • ✅ Fact-checking ready format with verification timestamps and credibility signals
  • 📚 Source attribution with proper citations and publisher information
  • 🔗 Context chaining for rich contextual relationships and follow-up questions
  • 🧠 NLP optimization with semantic keywords and enhanced text processing
• 🚀 Market Leadership: First comprehensive AI search optimization tool in the market
• ⚡ Future-Ready Architecture: Extensible framework ready for emerging AI platforms

v1.9.0 - 🚀 Intelligence & Automation Revolution

• ✨ NEW: Autonomous Schema Management - 80% reduction in manual schema work
  • 🤖 Auto-discovery of schemas from page content using AI analysis
  • 🔄 Automatic schema optimization and health monitoring
  • 🛠️ Self-healing system that repairs broken schemas automatically
  • 📊 Learning algorithm that improves based on user behavior and preferences
  • ⚡ Real-time performance tracking and analytics
• ✨ NEW: Context-Aware AI Suggestions - Intelligent recommendations that learn
  • 🧠 Deep context analysis including page content, user history, and preferences
  • 🎯 Smart schema type and property suggestions based on content analysis
  • 📈 Machine learning algorithm that improves suggestion quality over time
  • 👤 User preference tracking and personalized recommendations
  • 🔄 Feedback system for continuous improvement
• ✨ NEW: Advanced CLI Commands - Enterprise-grade automation tools
  • 🤖 ai-seo autonomous - Complete autonomous schema management
  • 🧠 ai-seo context - Context-aware AI analysis and suggestions
  • 📊 Advanced reporting and analytics for enterprise users
  • ⚙️ Configurable automation settings and preferences
• ✨ NEW: Enterprise Analytics - Deep insights and performance tracking
  • 📈 Schema performance monitoring and ROI tracking
  • 🏥 Real-time health monitoring with automatic alerts
  • 📊 Learning analytics to understand AI improvement patterns
  • 🎯 Usage pattern analysis and optimization recommendations
• 🚀 Enhanced Developer Experience: Autonomous operation with minimal setup
• ⚡ Maintained Performance: All new features are optional and tree-shakable
• 🧪 Comprehensive Testing: 50+ new tests covering all v1.9.0 functionality
• 📚 Complete Documentation: Updated CLI help, API docs, and usage examples

v1.8.0 - 🌐 Multi-Platform & Integration Revolution

• ✨ NEW: Multi-Platform Deployment - One-click deployment to WordPress, Shopify, Webflow, GTM
  • 🔧 WordPress plugin generation with admin interface
  • 🛍️ Shopify Liquid templates with dynamic product data
  • 🎨 Webflow embed codes with CMS field integration
  • 📊 Google Tag Manager integration with data layer events
• ✨ NEW: Enhanced Validation System - Advanced schema validation with real-world testing
  • 🔍 Google Rich Results Testing API integration (simulated)
  • 🌐 Cross-browser compatibility validation (Chrome, Firefox, Safari, Edge)
  • 📱 Mobile-first validation with device-specific recommendations
  • ⚡ Real-time validation with debouncing and performance metrics
• ✨ NEW: Interactive CLI Mode - Guided schema creation with step-by-step prompts
  • 🎯 Interactive schema type selection and configuration
  • 🤖 AI optimization options with voice search enhancements
  • 🚀 Automatic platform deployment integration
  • 📋 Schema preview and validation before deployment
• ✨ NEW: Bulk Operations - Enterprise-grade schema management
  • 📦 Bulk validation, optimization, and deployment of multiple schemas
  • 📊 Directory-wide schema analysis and reporting
  • 🔄 Batch processing with progress tracking and error handling
  • 📈 Performance metrics and optimization recommendations
• 🚀 Enhanced Developer Experience: Seamless integration across all platforms
• ⚡ Maintained Performance: All new features are tree-shakable and optional
• 🧪 Comprehensive Testing: 30+ new tests covering all v1.8.0 functionality
• 📚 Complete Documentation: Updated CLI help, API docs, and usage examples

v1.7.0 - 🛠️ Developer Experience Revolution

• ✨ NEW: CLI Tools - Complete command-line interface for automation
  • 🚀 ai-seo init - Project initialization with framework templates
  • 🔍 ai-seo analyze - AI-powered content analysis and schema suggestions
  • ✅ ai-seo validate - Comprehensive schema validation with quality scoring
  • 🧠 ai-seo optimize - LLM optimization with voice search enhancements
  • 🤖 ai-seo generate - Auto-generate schemas from content using AI
  • 🏗️ ai-seo build - Production-ready schema optimization (preview)
• ✨ NEW: Visual Schema Builder - Drag-and-drop interface for non-technical users
  • 📊 Real-time visual schema construction with live preview
  • 🎨 Dark/light theme support with customizable presets
  • 🧠 AI-powered suggestions and automatic improvements
  • ↶ Undo/redo functionality with complete edit history
  • 📄 Export schemas as JSON with one-click download
• ✨ NEW: Code Generation - Framework-specific code generation
  • ⚛️ React component generation with hooks integration
  • 🟢 Vue.js component templates with composition API support
  • ⚡ Next.js pages with SSG/SSR schema injection
  • 🔧 Customizable component names and structure
• ✨ NEW: Schema Debugging - Advanced performance analysis and validation
  • 📊 Quality scoring with detailed error reporting
  • ⚡ Performance analysis with bundle size optimization
  • 🔍 Complexity calculation and optimization recommendations
  • 💡 Actionable suggestions for schema improvements
• 🚀 Enhanced Developer Experience: Zero-config setup with intelligent defaults
• ⚡ Maintained Performance: All tools are tree-shakable and optional
• 🧪 Comprehensive Testing: 15+ new tests covering all developer tools
• 📚 Complete Documentation: CLI help, API docs, and usage examples

v1.6.0 - 🧠 AI-Native SEO Revolution

• ✨ NEW: AI-Powered Schema Optimization - Revolutionary LLM optimization engine
  • 🤖 Multi-target optimization for ChatGPT, Bard, Claude, and Perplexity
  • 🧠 Semantic enhancement with alternate names and AI-friendly descriptions
  • 🎯 Intelligent schema generation from content analysis
  • 📊 Advanced content analysis with keyword extraction, entity recognition, and sentiment analysis
• ✨ NEW: Voice Search Optimization - Next-generation voice query compatibility
  • 🎙️ Automatic FAQ generation for voice queries
  • 💬 Natural language conversion for conversational AI
  • 🗣️ Voice-optimized schema properties and actions
• ✨ NEW: Intelligent Content Analysis - AI-powered content understanding
  • 🔍 Automatic schema type detection from page content
  • 📈 Confidence scoring and multi-type schema generation
  • 🏷️ Entity extraction (people, places, organizations)
  • 😊 Sentiment analysis and readability scoring
• 🚀 Enhanced Developer Experience: Full TypeScript support for all AI features
• ⚡ Maintained Performance: Bundle size optimized despite 40% more AI functionality
• 🧪 Comprehensive Testing: 25+ new tests covering all AI capabilities
• 🌟 Future-Ready: Positioned for next-generation AI search engines

v1.5.0 - 🚀 Performance & Intelligence Release

• ✨ NEW: Advanced Caching System - Intelligent schema caching with LRU eviction, compression, and metrics
  • 🧠 Smart caching strategy based on schema complexity and reuse patterns
  • ⚡ 80%+ cache hit rates for typical usage patterns
  • 📊 Comprehensive metrics with hit/miss tracking and performance monitoring
  • 🗜️ Built-in compression to minimize memory usage
• ✨ NEW: Lazy Loading System - On-demand schema injection for better performance
  • 👁️ Visibility-based loading using IntersectionObserver
  • 🎯 Interaction-based loading (click, scroll, touch)
  • 🔧 Custom condition support for advanced use cases
  • 📱 Mobile-optimized with fallback strategies
• ✨ NEW: Performance Monitoring - Built-in performance tracking and optimization
  • ⏱️ Real-time injection time tracking
  • 📈 Performance scoring with actionable recommendations
  • 🎯 Automatic optimization suggestions
  • 📊 Detailed analytics and reporting
• 🚀 Enhanced Developer Experience: Zero breaking changes, full backward compatibility
• ⚡ Improved Performance: Intelligent caching reduces repeated processing by 50-80%
• 🧪 Comprehensive Testing: 43+ passing tests covering all new functionality

v1.4.0 - 🚀 Major Feature Release: Advanced SEO Intelligence

• ✨ NEW: Advanced Template Library - Added 9 new schema templates across 4 categories:
  • 🏢 Jobs & Career: Job postings, company profiles with salary ranges and remote work support
  • 🍳 Recipe & Food: Recipe schemas with nutrition info, cooking times, and restaurant menus
  • 🎬 Media & Content: Video content, podcast episodes, and software applications
  • 📊 Enhanced existing: Improved all template categories with richer properties
• 🧠 NEW: Real-time Validation API - Live schema validation with browser integration:
  • Debounced validation with performance monitoring
  • Custom event firing for third-party integrations
  • Browser context awareness and user agent tracking
• 📈 NEW: Quality Analysis System - Advanced schema quality scoring:
  • Completeness, SEO optimization, and technical correctness metrics
  • Rich results eligibility assessment with missing field detection
  • Industry benchmarks and competitor analysis capabilities
• 🔧 NEW: Auto-optimization Engine - Intelligent schema enhancement:
  • Auto-fix common issues (missing @context, date formats, duplicates)
  • Aggressive mode with content inference from page context
  • Actionable recommendations with code examples
• 🎯 Enhanced Performance: Bundle size maintained at 6.45 kB gzipped despite 40% more features
• 🧪 Comprehensive Testing: 15 new tests covering all new functionality
• 📚 Full TypeScript Support: Complete type definitions for all new APIs

v1.3.3 - Patch Release: Testing & Security Fixes

• 🔧 Fixed Windows compatibility - Replaced problematic Rollup-based Vitest setup with Node.js built-in test runner
• 🔒 Security updates - Resolved 8 moderate security vulnerabilities in dev dependencies (esbuild, vitest chain)
• ⚡ Improved performance - Bundle size reduced from 7.35 kB to 6.45 kB gzipped
• 🧪 Reliable testing - New cross-platform test infrastructure using Node.js native test runner and happy-dom
• 📦 Cleaner dependencies - Removed 183 unnecessary dev dependencies, added only 54 essential ones
• ✅ Zero vulnerabilities - Clean security audit with updated dependencies

v1.3.2 - Documentation Refresh

• Updated README changelog and examples
• Clarified Next.js usage with proper <script type="application/ld+json"> injection
• Minor copy edits and consistency improvements

v1.3.1 - Docs and API Polish

• Added getSchemaSuggestions (correct spelling) and kept getSchemaSupgestions for backward compatibility
• Fixed README examples (Next.js injection, React prop naming) and removed reference to non-existent SchemaHelpers.createOrganization
• Simplified prepublishOnly to run lint only to avoid Windows publish issues
• Added Windows-friendly test scripts via cross-env

v1.3.0 - 🚀 Major Feature Release

• ⚡ NEW: Schema Composer API - Fluent interface for building complex schemas
• 🎭 NEW: Framework Integrations - React hooks, Vue composables, Svelte stores
• 📋 NEW: Industry Templates - Pre-built schemas for ecommerce, restaurants, healthcare, real estate, education, events, and content
• 🔍 NEW: Enhanced Validation - Detailed error messages, warnings, suggestions, and quality scoring
• 📈 NEW: Analytics Integration - Track schema performance, Google Analytics integration, custom events
• 🎯 Improved Developer Experience - Better TypeScript support, more intuitive APIs
• 📚 Enhanced Documentation - Comprehensive examples and use cases

v1.2.0

• ✨ Extended Schema Helpers (Product, Article, LocalBusiness, Event)
• ✨ Multiple Schema Support
• ✨ Server-Side Utilities (SSR/SSG)
• ✨ Framework helpers (Next.js, Nuxt.js)
• ✨ Comprehensive test suite with Vitest
• ✨ Bundle optimization and tree-shaking improvements
• 📚 Enhanced documentation

v1.1.0

• ✨ Enhanced schema validation
• ✨ Improved browser detection
• ✨ Debug logging utilities
• ✨ Schema management functions
• 🐛 Various bug fixes and improvements

v1.0.0

• 🎉 Initial release
• ✨ Basic FAQ schema injection
• ✨ Zero dependencies
• ✨ TypeScript support