Tool Field Test exists to help buyers make clearer AI-tool decisions using transparent, repeatable evidence.
Independence
Vendors do not choose our scenarios, scores, or winners. Sponsorships, free access, affiliate relationships, or other benefits must be disclosed and do not alter the testing method or recommendation.
Evidence standards
We distinguish product execution from desk research, date mutable claims, preserve test inputs and outputs where permitted, and describe material limitations. We do not infer a pass from marketing copy.
Corrections
Material factual errors will be corrected with a dated note. Product changes may trigger a retest or an explicit warning that findings are stale.
Privacy and consent
Testing uses synthetic or licensed data unless a different lawful basis is documented. We do not upload private client information merely to test a feature.
Commercial relationships
Featured placements, sponsorships, and affiliate links—if introduced—must be conspicuous and cannot change scores, test design, or editorial winners.
