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Nested JSON Flattener and Schema Normalizer

8 nodes 12 1 Manual trigger
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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. 1.Trigger the workflow manually using Manual Demo Trigger.
  2. 2.Emit nested test records with missing and null values via a Code node.
  3. 3.Recursively flatten nested structures and inject fallback defaults for nulls using Flatten & Fill Missing Values.
  4. 4.Evaluate transaction amounts with the Audit Payload Readiness IF node.
  5. 5.Assign operational categories in Set nodes while retaining normalized keys using includeOtherFields.
  6. 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

  1. Import the workflow and click Test workflow on Manual Demo Trigger.
  2. Review Flatten & Fill Missing Values output to verify keys like user_profile_name and safe defaults.
  3. Confirm that TX-1001 routes to commercial_invoice and TX-1002 routes to free_tier.
  4. 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

Manual Trigger Code If Set Merge No Op

Details

Trigger Manual trigger
Nodes 8
Apps 6
Views 12
Downloads 1

How to Use

  1. 1.Click "Download Template"
  2. 2.Open your n8n dashboard
  3. 3.Go to Workflows > Import from File
  4. 4.Select downloaded file and configure credentials

Nodes Used (8)

Manual Demo Trigger

Manual Trigger

#1

Emit Nested & Null Payloads

Code

#2

Flatten & Fill Missing Values

Code

#3

Audit Payload Readiness

If

#4

Tag Paid Standard

Set

#5

Tag Free or Zero Order

Set

#6

Merge Normalized Streams

Merge

#7

Ready For Downstream Pipelines

No Op

#8

Sticky Note - Architecture

Sticky Note

#9
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