data-sourcing

Optimize provider selection, routing, and credit usage across 150+ enrichment sources for high-quality, cost-effective company and contact data.

• Select best providers for email, company, or intent data
• Build smart waterfalls to improve success rates
• Audit credit use and provider performance
• Design enrichment logic for ops and data teams

• Quality-cost balance: maximize quality within budget
• Smart routing: route by input type and success probability
• Waterfall logic: sequential attempts for max success
• Caching strategy: reduce redundant API calls
• Bulk optimization: process groups for volume discounts
• Tiered credit costs: from free to high-cost enterprise services

1. 1.Identify input type (email, phone, company, intent)
2. 2.Apply provider selection matrix based on input scenario
3. 3.Build waterfall sequences with smart routing and caching
4. 4.Batch process similar requests for volume discounts
5. 5.Score data quality using multi-source validation, completeness, and recency