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JSON Guides for Cleaning, Converting, and Transforming Data

Step-by-step guides to clean messy JSON, convert formats, and build reusable data pipelines for n8n, APIs, spreadsheets, and automation workflows.

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How to Use AI Draft for Messy E-commerce Orders

Turn a messy order export into a clean analytics-ready JSON array by letting AI Draft build the first pipeline.

2026-04-204 min readTransform
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Before

{ "orders": [{ "total": "42.00", "email": null }] }

After

[{ "total": 42, "readyForAnalytics": true }]