JSON Analysis Pipeline

Validate JSON, profile field types, then generate a schema snapshot.

Intermediate~3 minjsonanalyzeschema

Use case

Use this to check API payload consistency before schema capture.

Workflow overview3 steps0 / 3 completed~3 min

What to expect

Follow the steps from left to right for a quick overview, then use the inline stepper below to run each tool.

Validate JSON, profile field types, then generate a schema snapshot.

Current focusStep 1 · JSON Validator
0% complete
Step 1json-tools Waiting

JSON Validator

JSON → JSON

Validate JSON

Status and preview for the validated JSON.

Step 2json-tools Waiting

JSON Type Profiler

JSON → JSON

Profile JSON types

Review the result here before moving to the next step.

Step 3json-tools Waiting

JSON Schema Generator

JSON → JSON-SCHEMA

Generate schema

Review the result here before moving to the next step.

Workflow steps

Run this workflow inline
Work through each tool step here. Running a step automatically prepares the next step with the correct handoff value.

Workflow shortcut

Next unlocked step: Step 1 · JSON Validator

Progress is stored locally in this browser.
1
Step 1Ready to runjson-tools

JSON Validator

Validate JSON syntax and surface parse errors.

Open full tool

JSON input

Paste JSON to validate before continuing.

Validation result

Status and preview for the validated JSON.

Run this step to process the current input and prepare the next workflow stage.

2
Step 2Lockedjson-tools

JSON Type Profiler

Profile field-level type consistency for JSON arrays, including null-rate and unique count metrics.

Open full tool
Complete the previous step first
This step unlocks automatically after all earlier workflow steps are completed successfully.

JSON array input

Provide json input for this workflow step.

Type profile report

Review the result here before moving to the next step.

Run this step to process the current input and prepare the next workflow stage.

3
Step 3Lockedjson-tools

JSON Schema Generator

Generate a draft JSON Schema from sample JSON input.

Open full tool
Complete the previous step first
This step unlocks automatically after all earlier workflow steps are completed successfully.

JSON input

Provide json input for this workflow step.

JSON-SCHEMA output

Review the result here before moving to the next step.

Run this step to process the current input and prepare the next workflow stage.