I use AI Ark to find niche leads that are hard to find and to find companies similar to my seed companies. I like the generous MCP and API capabilities, the rolling credits, and the enrichment, which works quite well. It helps me build lead lists cost efficiently. I like the intuitive UI and that the team adds new features rapidly. Updates through MCPs and APIs help make my workflows more efficient. The 30-day refresh gives me confidence that lead information is mostly up to date, so stale leads are one less thing to worry about. I also like the one-to-one support and the price for what I get. The onboarding was good, and the platform was intuitive enough that it didn’t take long to get used to. Review collected by and hosted on G2.com.

I’d like more filtering options for look-alike companies, such as filtering by likeness score or selecting only the closest matches or top percentile when exporting a list. It’s just a nice-to-have. Review collected by and hosted on G2.com.