Show the work.

A finding is only useful if you can understand it, verify it, and see whether it has been fixed.

A request starts a review, not a verdict.

Anyone can privately flag a website or app. We assess the concern before deciding whether to investigate. Popularity, appearance, or the use of AI alone does not establish a problem.

We check specific behavior.

Reviews describe the scope, the date, the evidence, and the limits of the assessment. We use our own test accounts and seek authorization where deeper testing is needed. We do not publish private user data or instructions that expose people to an active vulnerability.

We ask who is accountable.

Ownership and management transparency are review criteria. We record whether the service publicly names its owning entity and the people responsible for management, and whether a usable contact route exists. Disclosures are labeled disclosed, partly disclosed, not disclosed, or not assessed, with the sources and date checked. A public claim is not independent identity verification. We assess business disclosures, not private personal details. Anonymous ownership may limit accountability, but does not by itself prove a service is unsafe.

We explain the impact in plain language.

A reader should be able to tell what could happen, who could be affected, and what practical steps they can take. A verified finding is separate from community opinion. We do not collapse everything into an unexplained “slop score.”

Developers have a chance to respond.

We aim to contact the operator before publishing a security finding and coordinate a responsible disclosure timeline. Reports include the response, or note when no response was received.

Fixes stay part of the record.

A resolved finding is labeled and dated after rechecking. Corrections and changes remain visible. A review is a point-in-time assessment, not a certification that a service is safe.

See an example report