How We Test AI Tools

The Overlord Score is a 0–10 rating. Here is what goes into it.

What we evaluate

Factor	Weight	What we look at
Output quality	30%	Does it actually produce work you could use or sell?
Leverage	25%	How much time or money does it save, or how much does it let one person do?
Value for money	20%	Price compared to what you get, and how useful the free plan is
Ease of use	15%	Time from signing up to getting a useful result
Reliability & trust	10%	Uptime, data handling, company track record

Process

• We use the tool on real tasks related to its category — not just a feature tour.
• Pricing and features are checked against the vendor’s own site. Each review shows a last verified date.
• Scores are reviewed by a human editor before publishing.
• Reviews are re-verified on a regular schedule and whenever a vendor makes major changes.

What we don’t do

• We don’t accept payment for scores or rankings.
• Affiliate relationships don’t affect scores. Some top-rated tools pay us nothing. See our affiliate disclosure.
• We don’t make income claims. A tool’s results depend on how you use it.