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JSON to TOON → OpenAI Enhancement → TOON to JSON

Make.comMake.com5 modulesv1.0
OpenAI

This scenario demonstrates token-optimized AI processing using the TOON (Token-Optimized Object Notation) format with CustomJS. What it does: - Receives product data via webhook - Converts JSON to TOON format (reduces tokens 40-60%) - Sends to OpenAI for content enhancement - Converts TOON back to production-ready JSON - Returns enhanced data Why use TOON? Sending raw JSON to LLMs is inefficient and error-prone. TOON strips redundant syntax (quotes, braces, commas) making it easier for AI to p

At a glance

JSON to TOON → OpenAI Enhancement → TOON to JSON is a ready-made Make.com workflow you import as a blueprint JSON file — no build required. It connects OpenAI. It's free to download. Follow the 5-step import below to go live in minutes.

Platform
Make.com
Connects
OpenAI
Modules
5
Price
Free
Version
v1.0

About this workflow

This scenario demonstrates token-optimized AI processing using the TOON (Token-Optimized Object Notation) format with CustomJS.

What it does:

  • Receives product data via webhook
  • Converts JSON to TOON format (reduces tokens 40-60%)
  • Sends to OpenAI for content enhancement
  • Converts TOON back to production-ready JSON
  • Returns enhanced data

Why use TOON?

Sending raw JSON to LLMs is inefficient and error-prone. TOON strips redundant syntax (quotes, braces, commas) making it easier for AI to process while preserving data integrity.

Setup Instructions:

1. Install this template

2. Connect CustomJS account (get API key at customjs.io)

3. Connect OpenAI account

4. Copy your webhook URL

5. Send POST requests with JSON product data

Example Input:

{

"product_id": "SKU-45821",

"name": "Wireless Headphones",

"description": "Good headphones.",

"price": 199.99

}

Example Use Cases:

  • Bulk content enrichment for product catalogs
  • Data normalization and cleanup
  • Cost-effective AI processing at scale

Benefits:

  • 40-60% reduction in token usage
  • Fewer JSON parsing errors from AI
  • Lower API costs
  • Faster processing

Requirements:

  • CustomJS API key
  • OpenAI API key

Learn more: https://customjs.io

Make.com

How to import this Make.com workflow

  1. 1

    Download the blueprint JSON file after purchase.

  2. 2

    Open Make.com → go to Scenarios → click Import Blueprint.

  3. 3

    Select the downloaded JSON file and confirm.

  4. 4

    Connect your app credentials in each module.

  5. 5

    Run once manually to test, then activate the schedule.

Setup guide

Setup guide included

Purchase to unlock the full step-by-step guide

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  • JSON blueprint — instant download
  • Setup guide PDF included
  • 5 downloads · valid 30 days
  • Works with Make.com

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