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Validate CRM leads before import

Run a repeatable JSON Schema quality gate on CRM lead records and export exact email, URL, enum, and required-field failures.

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Apify Dataset JSON Schema Validator
Apify Dataset JSON Schema Validatorautomation-lab/apify-dataset-json-schema-validator
Record index
Source type
Source dataset ID
Valid
+5 fields
Text
Number
Boolean
List
Object

Input

JSON Schema(required):{5 fields}
Inline records
company:Apify+2
email:support@apify.com+2
website:https://apify.com+1
source:inbound+2
consent:true+1
Maximum records:5000
Maximum errors per record:25

Output fields

Record index
Source type
Source dataset ID
Valid
Error count
Errors truncated
Validation errors
Original record
Validated at

How it works

Sign up on Apify or log in

The Apify Dataset JSON Schema Validator Actor is ready to run with the inputs already set for "Validate CRM leads before import". Sign up or log in and you'll land in Apify Console with a copy of this exact task.

Start the "Validate CRM leads before import" task

The Apify Dataset JSON Schema Validator Actor will start running based on the input automatically. You can also change all the input fields, like JSON Schema, inline records, and more, to match your specific use case.

Receive the "Validate CRM leads before import" output

Monitor the progress in real time. You will be notified as soon as your dataset is complete and ready for review. Each result includes data such as record index, source type, source dataset id, and more.

Integrate into your workflow

The final output is delivered in JSON, CSV, or Excel format, ready to be plugged into your workflow. You can also run the "Validate CRM leads before import" task via API.

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