Clay vs testRigor

SpecialistAutomate work across thousands of apps — no code required

Combines cold email campaigns with verified leads, but focuses more on outreach execution than deep enrichment.

AI agents that work the revenue lifecycle alongside your sellers

Excels at cold email deliverability and automation, but offers fewer options for complex multi-source data enrichment.

GenAI-native end-to-end QA agent that plans, writes and heals tests in plain language

Offers lead generation and email warmup features, but lacks the deep data orchestration and scraping flexibility.

SpecialistBuild, share, and control AI agents that actually do the work

Provides unified sales prospecting workflows, but is less flexible for custom spreadsheet-based data enrichment.

Ship with confidence: one system of record for manual, automated, and CI tests

AI sales engagement and cold email outreach on autopilot

AI-augmented quality platform for web, mobile, API and desktop testing

Agentic end-to-end testing that writes, runs and heals your test suite