Nested JSON Flattener and Schema Normalizer
Read the execution path horizontally, with supporting AI nodes below. Layout changes affect this preview only; the download stays unchanged.
Loading workflow…
Workflow Description
This workflow ingests deeply nested and inconsistent JSON payloads with null values, recursively flattens their keys into predictable single-level attributes, and replaces missing data with safe default types. The resulting records follow a uniform schema, preventing broken expressions and unhandled errors in downstream n8n integrations.
How it works
- 1.Trigger the workflow manually using Manual Demo Trigger.
- 2.Emit nested test records with missing and null values via a Code node.
- 3.Recursively flatten nested structures and inject fallback defaults for nulls using Flatten & Fill Missing Values.
- 4.Evaluate transaction amounts with the Audit Payload Readiness IF node.
- 5.Assign operational categories in Set nodes while retaining normalized keys using includeOtherFields.
- 6.Append streams in Merge and output uniform structures in Ready For Downstream Pipelines.
Use cases
- Sanitizing inconsistent webhook payloads from payment gateways and commerce platforms.
- Pre-processing nested API outputs before exporting to flat databases, CSVs, or spreadsheets.
- Hardening automated workflows against missing fields and unexpected null runtime errors.
Requirements
- n8n environment version 2.42.6 or higher.
- No external credentials required; operates entirely using internal logic nodes.
Setup and testing in n8n
- Import the workflow and click Test workflow on Manual Demo Trigger.
- Review Flatten & Fill Missing Values output to verify keys like user_profile_name and safe defaults.
- Confirm that TX-1001 routes to commercial_invoice and TX-1002 routes to free_tier.
- Verify final unified items in Ready For Downstream Pipelines matching expected output.
Service Value
Ready-made workflow template for automation delivery and service execution.
Apps Used
Details
How to Use
- 1.Click "Download Template"
- 2.Open your n8n dashboard
- 3.Go to Workflows > Import from File
- 4.Select downloaded file and configure credentials
Nodes Used (8)
Manual Demo Trigger
Manual Trigger
Emit Nested & Null Payloads
Code
Flatten & Fill Missing Values
Code
Audit Payload Readiness
If
Tag Paid Standard
Set
Tag Free or Zero Order
Set
Merge Normalized Streams
Merge
Ready For Downstream Pipelines
No Op
Sticky Note - Architecture
Sticky Note
Fresh workflows, straight to your inbox
Get newly published DROPIDEA workflows, a clear overview of what they do, and a link to explore them.
- New workflows
- Clear overviews
- Setup guides