Editorial Policy

Published October 27, 2026

Evidence before assertions

We distinguish a seller-published description, an official demonstration, publisher-reported experience and independently verified results. A source in one category is not silently presented as another.

Our AI Agency Engine coverage currently evaluates documented teaching, software and terms. No completed-class experience or measured client result has been supplied. Favorable analysis therefore concerns the supported proposition and audience fit, not invented hands-on success.

Commercial relationships

We may earn a commission through commercial links. We preserve that disclosure and use clearly labelled actions. A larger package is not described as essential simply because it has a higher price.

We do not manufacture scarcity, coupons, customer quotes, ratings or earnings. Advertised prices are identified as advertised when checkout has not been verified.

Corrections and dates

A material correction should be based on an identifiable source and recorded in the page’s modification history. Original publication dates should be preserved when a published page is updated. Local draft dates are not presented as proof of publication.

If information is unavailable, we say what is missing instead of estimating it. A named seller and published terms are buying checks, not independent proof of teaching quality.

Reader feedback

Send a correction through the contact page, preferably with the relevant URL and source. Personal data is not needed to report most editorial issues. See our methodology for the current review basis.