How we use AI

We use AI tools to collect information, draft text and review the results against their sources.

Collecting information

AI tools help us find brands' official product pages and pull out facts such as sizes and ingredient lists. The agent checks each fact against its source before we use it. Unchecked facts do not appear on the site.

Drafting guides and comparisons

One editor uses an AI agent to draft guides and editorial comparisons from checked facts and their sources. The same agent can self-review the draft, check claims against those sources and correct unsupported statements before publication. Agent self-review is not independent human review.

What AI does not do

• AI does not decide which products we include or the order they appear in.
• Drafts go through a review step, which the writing agent can perform.
• Pages do not call an AI model when you load them. Tables and comparisons show checked data.

Read our editorial policy for how we choose products and correct mistakes.