Trust & transparency

How we test and rank AI tools

Our transparent review and ranking methodology for AI software.

Our review framework

AI Product Reviews is organised around evidence-led reviews. The target methodology scores each product on output quality, ease of use, feature depth, pricing/value, integrations, speed/reliability and editorial usefulness signals.

FactorWeightWhat we check
Output quality30%Accuracy, usefulness, originality and editing required.
Ease of use15%Onboarding, interface clarity and speed to first useful result.
Features15%Depth of workflows, templates, exports and collaboration.
Pricing/value15%Free plan, paid tiers, limits and value for the target user.
Integrations10%APIs, browser extensions, app integrations and workflow fit.
Reliability10%Stability, speed and quality consistency.
Editorial usefulness5%Practical buyer fit, evidence quality and update priority.

Important note

High-priority pages should be refreshed regularly with hands-on tests, screenshots, pricing checks and editorial verdicts.