Our Testing Methodology
Every ai video tool we review goes through a rigorous, multi-step testing process. We believe in hands-on, data-driven evaluations — not surface-level comparisons.
Each tool undergoes a minimum of 20 hours of hands-on testing by our team of experienced reviewers. We use real-world scenarios and standardized benchmarks to ensure fair comparisons across all products.
Written by
Sarah has spent 10+ years in marketing technology, working with companies from early-stage startups to Fortune 500 enterprises. She specializes in evaluating automation platforms, CRM integrations, and lead generation tools. Her reviews focus on real-world business impact and ROI.
See our methodology in action
Browse our expert reviews and see how these scores translate to real recommendations.