Editorial policy

Content may use AI-assisted drafting, but human editorial review is required before publishing.

Affiliate relationships do not override editorial recommendations. Tools are assessed by use-case fit, pricing/value, features, workflow fit, and practical usefulness.

Articles are written as editorial buyer guides. We only mention direct product-use notes when documented evidence exists, and we do not publish fake ratings or unsupported claims.

Published articles are updated when tool positioning, plan details, or editorial conclusions need revision.