How We Test Tools

Each tool is evaluated using the same benchmark tasks across core use cases (blog intro, ad copy, email, social, rewrite, and summary).

Scoring framework

• Draft quality
• Edit effort required
• Workflow speed
• Ease of use
• Pricing value

Update cadence

We refresh core pages quarterly or sooner when major pricing/features change.