How to read our recommendations

Start with the question you want to answer or the task you want to improve. Then look at fit, evidence and limitations.

Books

Look for the central question, intended readers, chapter outline and sample. A conceptual introduction, a practical workbook and a technical manual serve different needs. Narrative examples illustrate an argument; they do not establish current model performance.

SaaS and apps

Consider the workflow, available evidence, review effort, data handling and cost. A useful feature list does not establish that a tool will work reliably in your setting. Where a hands-on evaluation is available, read its task, version, date and results.

Evidence and limits

We distinguish product descriptions from hands-on evaluations and conceptual arguments from measured results. Ratings, when used, need an explained basis. Price and availability should always be confirmed with the seller.

Commercial relationships

Publisher-owned products and affiliate relationships are identified where relevant. A commercial connection does not replace the need to assess fit and limitations. See the disclosure.