How we research software.

The difference between a documented feature, an editorial suggestion and a result we have actually tested.

The current tool index is based on official product and help documentation. It is not a set of hands-on reviews, a ranking or a claim that we have tested the products.

Start with the task

Each note describes a specific use, what the provider documents and one detail worth checking before choosing. Task suggestions are editorial interpretations of those documented features, not measured results.

Make the source inspectable

Product notes link to the official material behind their descriptions and caveats. The index records when those sources were checked. Prices, allowances and features can change; the source and provider’s current terms matter more than an old summary.

Keep research and testing separate

Reading a help page does not establish ease of use, reliability or output quality. Any future hands-on evaluation should identify the date, plan, tasks attempted and limits of the test. We will not turn a documented feature into a claim of personal experience.

Use AI as assistance, not evidence

AI assistance is used for research organisation, drafting and editing. It is not a source of product facts and does not establish that a tool has been tested. Names, quotations, capabilities and limits need traceable supporting material.

Disclose commercial relationships

The ElevenLabs card includes a labelled affiliate link. ApexTool may earn a commission from qualifying purchases through that link; its official documentation links remain separate. Other material benefits, if any, should also be disclosed near the relevant recommendation. Payment is not evidence that a tool fits a task. See the affiliate disclosure.

Correct the record

If a description is wrong or out of date, send the page, the statement and a source through our contact page. Significant changes to future evaluations should explain what changed rather than preserve an unsupported conclusion.