1. Need for a mature, heavily reviewed vendor with a broad set of third-party validations (G2/TrustRadius/Gartner-style coverage).
2. Enterprise-regulated environments (finance/healthcare) that require SOC 2 Type II, ISO 27001, SSO/SCIM, and a formal security package; the vendor’s public security posture is limited.
3. Primary requirement for commodity data enrichment (emails/phones/title/company) where incumbent providers deliver sufficient coverage and governance.
4. Organizational policies that prohibit scraping-based workflows or that are highly sensitive to unclear data sourcing.
5. Requirement for an all-in-one outbound platform (sequencing, dialer, inbox, governance) rather than a specialized enrichment and research layer.