Our editorial policy.

WhatWins publishes practical advertising guides. We cover new AI models and tools only when they have a concrete use in ad creative, campaign operations, testing or measurement for ecommerce and SaaS. Release coverage identifies the version and date checked; popularity is not evidence of advertising performance. Each new automated article starts with public source research, focuses on a specific question, and includes the sources behind its guidance.

Evidence before volume.

We distinguish platform documentation from our interpretation and hypothetical examples from measured results. We do not invent campaign results, customer quotes, tests, credentials or first-hand experience.

How we use AI.

AI can assist research, drafting and automated review. These articles are labeled. Automated checks look for missing sources, unsupported claims, duplicate topics and broken internal references. These checks are not a guarantee of accuracy and do not imply human review.

Recommendations and affiliation.

AdRails recommendations are labeled separately from the article. Affiliate links are disclosed where they appear. We explain limitations and do not promise results from subscribing to a tool.

Dates and corrections.

Publication dates record when an article became available. A modified date changes only when the content changes. Older WhatWins guides remain in the archive with their original addresses.

Send corrections, including the article URL and supporting evidence, to [email protected].