AI JSON Rescue - Smart JSON Repair for AI Outputs

AI JSON Rescue - Smart JSON Formatter for AI Outputs

Stop wrestling with broken JSON from AI responses!

This Apify Actor instantly fixes malformed JSON from AI language models like ChatGPT, Claude, and other LLMs. No more crashes, no more manual parsing - just clean, valid JSON every time.

💰 Save Time & Money:

• Reduce debugging time from hours to seconds
• Prevent production crashes from malformed AI responses
• Lower API costs by avoiding re-prompting AI models
• Scale confidently knowing your JSON will always be valid

🎯 Perfect for:

• AI Automation Teams building reliable workflows with LLM outputs
• Data Engineers processing thousands of AI-generated JSON responses
• SaaS Developers integrating AI features without breaking user experiences
• Enterprise Teams who need bulletproof AI integrations

✨ Why Choose AI JSON Rescue?

🔧 Instant JSON Repair

Automatically fixes the most common AI output issues:

• ✅ Trailing commas that break parsers
• ✅ Mixed single/double quotes
• ✅ Missing quotes on object keys
• ✅ Extra commas and malformed structures
• ✅ JSON buried in markdown or explanatory text

🤖 AI-Powered Repair

When traditional fixes aren't enough, leverage advanced AI repair:

• 🧠 Handles complex edge cases traditional regex can't fix
• 🎯 Context-aware repair that preserves data integrity
• 🛡️ Automatic fallback to traditional methods
• 💰 Optional feature - only pay when you need it

📝 LLM-Optimized Parsing

Built specifically for AI model outputs:

• 📋 Extracts JSON from markdown code blocks
• 🔍 Finds JSON buried in explanatory text
• 🎯 Handles mixed content responses perfectly

⚡ Production-Ready

• 🚀 Sub-second processing for most inputs
• 🛡️ Reliable fallbacks ensure you always get output
• 📊 Simple integration - just pass your JSON string
• 🔒 Secure - no data stored, processed in-memory only

🚀 How to Use

It's incredibly simple - just 1 input field required!

Input Format

{
  "json_input": "your malformed JSON string here"
}

Output Format

{
  "fixed_json": "clean, valid JSON string",
  "had_issues": true
}

Real Example

Input:

{
  "json_input": "{'name': 'John Doe', 'age': 30, 'skills': ['Python', 'AI'],'}"
}

Output:

{
  "fixed_json": "{\"name\": \"John Doe\", \"age\": 30, \"skills\": [\"Python\", \"AI\"]}",
  "had_issues": true
}

That's it! The Actor automatically:

1. ✅ Fixed single quotes → double quotes
2. ✅ Removed trailing comma
3. ✅ Made JSON parser-ready

🤖 Advanced AI Repair (Optional)

For extremely complex JSON issues that traditional methods can't handle, enable AI-powered repair.

When AI Repair Activates

• ✅ Automatically when traditional repair fails
• ✅ By default when environment variables are configured
• ✅ Seamlessly - same input/output format
• ✅ Safely - always falls back to traditional methods

Example: Complex Repair

Input:

{
  "json_input": "{name: Gaming Laptop, price: 2499, specs: {cpu: Intel i9, ram: 32GB}, features: [RGB Keyboard, High Refresh Rate],}"
}

Output:

{
  "fixed_json": "{\"name\": \"Gaming Laptop\", \"price\": 2499, \"specs\": {\"cpu\": \"Intel i9\", \"ram\": \"32GB\"}, \"features\": [\"RGB Keyboard\", \"High Refresh Rate\"]}",
  "had_issues": true
}

Benefits

• 🧠 Intelligent: Understands context and intent
• 🎯 Accurate: Preserves data meaning while fixing syntax
• 💰 Cost-effective: Only used when needed
• 🔒 Secure: API keys in environment, never in requests

💼 Real-World Use Cases

E-commerce Product Catalogs

"We generate 1000s of product descriptions with AI. Before AI JSON Rescue, 15% failed due to malformed JSON. Now we have 100% success rate."

{"json_input": "{'name': 'Wireless Headphones', 'price': '$299', 'features': ['noise canceling', 'bluetooth'],}"}

Customer Support Automation

"Our AI generates structured responses for tickets. Malformed JSON was breaking our automation. This Actor eliminated those failures completely."

{"json_input": "{response: 'Issue resolved', priority: high, next_steps: ['follow up', 'close ticket']}"}

Data Pipeline Processing

"Processing 10K AI-generated records daily. Traditional parsers failed on 8% of records. Now we achieve 99.9% processing success."

{"json_input": "```json\n{'user_id': 12345, 'preferences': ['ai', 'automation']}\n```"}

API Integration Workflows

"Building reliable workflows with Zapier/Make. AI JSON Rescue ensures our JSON is always valid before sending to downstream systems."

🎯 Why Apify Users Love This Actor

✅ Zero Configuration - Works instantly with any JSON string
✅ Reliable Fallbacks - Multiple repair strategies ensure success
✅ Cost Effective - Free traditional repair, optional AI enhancement
✅ Production Ready - Used by teams processing millions of records
✅ Perfect Integration - Fits seamlessly into existing Apify workflows