🌍 Multilingual Data Transformer

Transform any JSON data into any language instantly with AI-powered translation - fast, reliable, and built for scale.

This powerful Apify actor provides professional-grade translation of structured data. Perfect for developers, businesses, content creators, and organizations who need accurate, multilingual content for global audiences, market expansion, and international operations.

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✨ Key Features

🎯 Complete Data Translation

• Full JSON Support - Translate any JSON structure while preserving data organization
• Recursive Translation - Automatically handles nested objects and arrays
• Text-Only Processing - Intelligently extracts and translates only text values
• Multiple Languages - Support for 20+ languages with automatic provider fallback
• Format Preservation - Original structure and data types remain intact

⚡ Performance & Reliability

• Lightning Fast - Optimized processing for instant results
• Dual-Provider Fallback - Seamless switching between Lingo.dev and Anthropic APIs
• Batch Processing - Handle multiple translation requests simultaneously
• Smart Caching - Avoid re-processing identical content
• API & Batch Modes - Choose standby mode for real-time API access or batch processing

🛠️ Developer-Friendly

• Clean JSON Output - Ready for any data pipeline or application
• Multiple Tiers - FREE, BRONZE, SILVER, and GOLD pricing for different needs
• Real-time API - Standby mode provides instant translation via HTTP endpoints
• Comprehensive Logging - Debug information available for troubleshooting
• Well-Documented - Clear examples and API documentation included

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📖 How It Works

1. Input JSON Data - Provide one or more JSON objects or arrays
2. Select Language - Choose target language from 20+ supported options
3. Configure Tier - Select your pricing tier (FREE, BRONZE, SILVER, GOLD)
4. Run Translation - Fast, automated translation begins
5. Get Results - Receive translated JSON with identical structure

Processing Flow

Input JSON Data
    ↓
Text Extraction (words only)
    ↓
Provider Selection (Lingo.dev or Anthropic)
    ↓
Translation Processing
    ↓
Word Count Calculation
    ↓
PPE Billing & Charging
    ↓
Output Translated JSON

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📥 Input Configuration

Simple Example

{
  "data": [
    {
      "title": "Hello World",
      "description": "This is a test"
    }
  ],
  "targetLanguage": "es"
}

Advanced Example

{
  "data": [
    {
      "title": "Hello World",
      "description": "This is a test",
      "content": {
        "main": "Welcome to our service",
        "subtitle": "Professional translation made easy"
      }
    },
    {
      "title": "Good Morning",
      "description": "Have a nice day"
    }
  ],
  "targetLanguage": "fr"
}

Input Parameters

Parameter	Type	Default	Description
data	array or object	Required	Your JSON data to translate (single object or array of objects)
targetLanguage	string	Required	ISO language code for translation target
userTier	string	FREE	Pricing tier: FREE, BRONZE, SILVER, or GOLD

Supported Languages

Code	Language	Code	Language
es	Spanish	tr	Turkish
fr	French	hi	Hindi
de	German	th	Thai
it	Italian	vi	Vietnamese
pt	Portuguese	nl	Dutch
pl	Polish	sv	Swedish
ru	Russian	da	Danish
ar	Arabic	fi	Finnish
zh	Chinese (Simplified)	el	Greek
ja	Japanese	-	-
ko	Korean	-	-

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📤 Output Structure

Each translation produces a comprehensive JSON result:

[{
  "original": {
    "title": "Hello World",
    "description": "This is a test"
  },
  "translated": {
    "title": "Bonjour le monde",
    "description": "Ceci est un test"
  },
  "language": "fr"
},
{
  "original": {
    " YouTube Transcript": "Hey, it’s Theo. Today, I’ll show you how to scrape Instagram ..."
  },
  "translated": {
    " YouTube Transcript": "Salut, c'est Theo. Aujourd'hui, je vais vous montrer comment scraper Instagram ..."
  },
  "language": "fr"
}]

Output Fields Explained

Translation Results

• original - Your original JSON data structure
• translated - Translated JSON with identical structure
• language - Target language code used

💰 Pricing Model

Pay-Per-Word Pricing

Charges are based on exact word counts with no minimum charge. You pay only for what you translate.

Tier Pricing

Tier	Input Price	Output Price	Description
FREE	$0.00035/word	$0.00035/word	Standard rate
BRONZE	$0.00020/word	$0.00020/word	43% discount
SILVER	$0.00015/word	$0.00015/word	57% discount
GOLD	$0.00010/word	$0.00010/word	71% discount

Example Costs

Small Translation (FREE tier)

Input: 8 words × $0.00035 = $0.0028
Output: 7 words × $0.00035 = $0.0025
Total: $0.0053

Medium Translation (BRONZE tier)

Input: 250 words × $0.00020 = $0.0500
Output: 280 words × $0.00020 = $0.0560
Total: $0.1060

Large Translation (GOLD tier)

Input: 5,000 words × $0.00010 = $0.5000
Output: 5,500 words × $0.00010 = $0.5500
Total: $1.0000

Word Counting

• Words are counted from text values only (not JSON structure)
• Spaces and punctuation are handled intelligently
• Minimum charge: None - Pay only for actual words translated
• Overage: No additional fees, just standard per-word rate

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🚀 Two Operation Modes

Batch Mode

• Submit multiple translations in one request
• Ideal for bulk content processing
• Results saved to Apify dataset
• Flexible scheduling and monitoring

Use when:

• Processing large volumes of content
• Batch workflows or scheduled tasks
• Data pipeline integration
• Cost optimization for bulk operations

Standby Mode (Real-time API)

• Always-running HTTP API endpoint
• Instant translation responses
• No startup delays
• Perfect for real-time applications

Use when:

• Building real-time translation features
• Integrating into web applications
• Creating translation APIs for end users
• Need instant responses (<2 seconds)

API Endpoint:

POST /?token=YOUR_APIFY_TOKEN
Host: https://your-actor-url.apify.actor

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📚 Professional Use Cases

Content Localization

• Global Expansion - Prepare content for international markets
• Product Launches - Translate product information for multiple regions
• Marketing Materials - Convert marketing copy for different languages
• Documentation - Translate technical docs, guides, and manuals

Data Processing & Integration

• API Integration - Translate API responses before serving to users
• Database Updates - Bulk translate content in databases
• Multi-language Support - Power multi-language applications
• Data Migration - Localize data during system migrations

Business & Operations

• Customer Support - Translate support tickets and responses
• Email Campaigns - Localize email content for subscribers
• Mobile Apps - Translate app content and strings
• Web Applications - Provide multi-language user experiences

Content Creation

• Blog Posts - Translate articles for international audiences
• Social Media - Adapt content for different language communities
• E-learning - Translate course materials and educational content
• News & Publishing - Quick translation of breaking content

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⚙️ Technical Advantages

Built for Performance

• Optimized Translation - Uses professional translation APIs (Lingo.dev & Anthropic)
• Automatic Fallback - Seamlessly switches providers if one fails
• Concurrent Processing - Handle multiple translations simultaneously
• Efficient Data Handling - Preserves original JSON structure perfectly

Reliable & Robust

• Error Handling - Graceful handling of translation failures
• Retry Logic - Automatic retry on temporary failures
• Provider Redundancy - Dual API support ensures reliability
• Detailed Logging - Debug information for troubleshooting

Universal Compatibility

• Any JSON Structure - Works with any valid JSON format
• Nested Objects - Handles arrays and deeply nested structures
• All Languages - 20+ language support with consistent quality
• Platform Integration - Seamless Apify ecosystem integration

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📊 Performance Metrics

• Speed: 1-5 seconds per translation in standby mode; scalable in batch mode
• Accuracy: Professional-grade translation with provider redundancy
• Reliability: 99.5%+ successful translation rate with fallback support
• Scalability: Handle from single items to thousands of translations
• Cost: Lowest per-word pricing starting at $0.00010/word with GOLD tier

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🔄 Data Processing Features

Intelligent Text Extraction

• Automatically identifies text values in JSON
• Skips non-text data types (numbers, booleans, dates)
• Preserves original data types in output
• Handles null and undefined values gracefully

Structure Preservation

• Input and output JSON structures are identical
• Array and object relationships maintained
• Nested hierarchies fully supported
• Data integrity guaranteed

Cleaning & Formatting

• Consistent text handling
• Proper spacing and punctuation
• Language-specific formatting preserved
• HTML/special characters handled correctly

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🛡️ Legal & Compliance

This actor provides translation of your own data using professional translation APIs.

Important: Please ensure your use complies with:

• Your data ownership and rights
• Applicable copyright laws
• Data protection regulations (GDPR, CCPA, etc.)
• Your specific jurisdiction's laws
• Terms of service of underlying translation providers

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Why Choose This Translator?

✅ Accurate Translation - Professional-grade quality with provider redundancy ✅ Flexible Pricing - Pay only for what you use, no hidden minimums ✅ Easy Integration - Clean JSON in/out, REST API available ✅ Global Support - 20+ languages ready to use ✅ Reliable - 99.5%+ uptime with automatic fallback ✅ Well-Maintained - Regular updates and responsive support ✅ Apify Platform - Leverage enterprise infrastructure

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🚀 Getting Started

Step 1: Prepare Your Data

{
  "data": [{"text": "Hello World"}],
  "targetLanguage": "es"
}

Step 2: Run the Actor

• Visit Apify Console
• Find this actor
• Click "Run" and configure input
• Select your pricing tier

Step 3: Get Results

• Wait for completion (seconds to minutes)
• Download JSON dataset
• Integrate translated data into your system

No complex setup, no hidden fees, just reliable translation.

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💬 Support & Contact

Need help or have questions? We're here for you:

Contact Information

• 🌐 Website: flowextractapi.com
• 📧 Email: flowextractapi@outlook.com
• 👤 Apify Profile: FlowExtract API
• 🐙 GitHub: FlowExtractAPI
• 💼 LinkedIn: flowextract-api
• 𝕏 Twitter: @FlowExtractAPI
• 👍 Facebook: flowextractapi

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Ready to translate your data? Start using Multilingual Data Transformer now!