AI Ark
Stands out: Lookalike search, semantic search and personality analysis are on every plan, including Free, plus a hosted MCP server and REST API.
Watch out: The free plan selects only 25 records at a time, and exports stop when its 100 monthly credits run out. Annual billing saves 20 percent.
Not the right fit for
- Teams that want a sequencer in the same tool
- Users who want unlimited exports on the free plan
Apollo
Stands out: A large people database plus email sequences in one login, with MCP and a Chrome extension.
Watch out: Data quality varies by segment, and it does not match enterprise tools for intent data and org charts.
Not the right fit for
- Buyers who need enterprise-class intent and org charts
- Teams that want an ATS