Define the workflow
We begin with a specific job relevant to professionals shortlisting AI apps before paying. We check official product information and identify the inputs, useful outputs, human approval point, and practical limits.
Separate evidence from proposed tests
A documented feature assessment summarizes public information and editorial reasoning. A proposed evaluation is a test readers can run; it is not a completed benchmark. If we publish hands-on results later, we will state the tested plan, input, date, method, and observed output.
Consider total cost
We consider preparation, corrections, exports, handoffs, usage limits, and subscription commitments. We link to official sources for current plan details rather than presenting an introductory price as a permanent cost.
Commercial relationships
A provider may offer an affiliate program. That fact does not determine an editorial verdict or create a partnership automatically. We disclose tracked links when they are added and keep product limitations visible.
Updates and corrections
The article records a source-check date. Features and terms may change after that date. Readers can request a correction through the contact page. We do not use fabricated ratings, testimonials, or test results.