How does deduplication work?

Specify one or more key fields (like email or ID) to identify duplicates. When duplicates are found, use merge rules to decide which values to keep.

What if sources have different schemas?

Use the field mapping step to normalize schemas before merging. Map source-specific field names to your unified schema.

Can I run this on a schedule?

Yes! Change the trigger from Manual to Schedule and set your cron expression. Run daily, hourly, or at any interval.

How does deduplication work?

Specify one or more key fields (like email or ID) to identify duplicates. When duplicates are found, use merge rules to decide which values to keep.

What if sources have different schemas?

Use the field mapping step to normalize schemas before merging. Map source-specific field names to your unified schema.

Can I run this on a schedule?

Yes! Change the trigger from Manual to Schedule and set your cron expression. Run daily, hourly, or at any interval.

Data Aggregator

Fetch data from multiple APIs or sources, merge and deduplicate records, and output a unified dataset. Perfect for data consolidation and reporting.

5 steps

aggregationmergecombinededupe

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app.specway.com/workflows/data-aggregator

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How It Works

Fetch data from multiple sources in parallel, combine the results using your merge rules, deduplicate based on key fields, and output the unified dataset to your destination.

Fetch Sources

Pull from multiple APIs

Merge & Dedupe

Combine and clean data

Output

Send to destination

Use Cases

Combine CRM and marketing data
Merge user records
Consolidate inventory
Unified customer view
Cross-system reporting

Benefits

Multi-source fetching
Intelligent deduplication
Field-level merge rules
Conflict resolution
Output to any destination

Integrations Required

This template uses the following integrations. You'll need to connect these services to use the workflow.

Frequently Asked Questions

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