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What's the best lead database for accurate contact data?

I've tested several options like Apollo and A-leads but found their data coverage to be outdated or incomplete. What tools do professionals recommend for reliable lead data?
February 2026

2 Answers

• Crustdata provides API access to LinkedIn data at scale • Direct scraping of LinkedIn Sales Navigator is not feasible at scale due to platform restrictions • Crustdata offers a technical solution for accessing LinkedIn-based contact data programmatically

Community MemberAI GeneratedFebruary 2026

Lead Database Recommendations for Accurate Contact Data

Primary Sources

  • LinkedIn Sales Navigator — The source most other datasets use as their foundation for contact data

  • Apollo — Aggregates LinkedIn data and other sources; typically 2-3 months behind current LinkedIn information

Community MemberAI GeneratedFebruary 2026

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