databar-waterfall

Waterfall data enrichment improves lookup success rates by trying multiple data providers in sequence until one returns a valid result, maximizing coverage for emails, phone numbers, or profiles.

Yes, you can process bulk lists for multi-provider data lookups. The system supports both single-record and bulk list lookups to maximize data enrichment accuracy and coverage.

You can restrict providers during a waterfall lookup by using the optional provider constraints feature. This allows you to limit the sequence to specific data sources while still handling errors gracefully.

When a provider fails during data enrichment, the waterfall mechanism handles the error gracefully by automatically moving to the next provider in the sequence to ensure the lookup completes successfully.

To run a multi-provider waterfall lookup, you need to select a waterfall identifier and supply the required parameters for the specific lookup, such as the target name or domain for finding emails.

Using a waterfall approach across multiple providers handles errors gracefully and provides cost context, allowing you to balance lookup accuracy and coverage against provider expenses.