Est. 2026 · Issue 01
Field investigations into what website evidence proves, what it only suggests, and what should never become a client deduction.
Audit LabThe banner on screen and the requests leaving the browser are separate surfaces. Here is how to observe the second.
Balaji Ponnambalam
Read the investigation
Audit LabA Lighthouse score is one lab result under one device profile and network setting. Report it with those conditions.
Audit LabStructured data cannot repair an unclear public identity. Compare the organization block against the page copy first.
Audit LabA response code is evidence, not a verdict. How to read 404, 403, 429, timeouts and bot challenges before calling a link broken.
Audit LabFour failure classes our own engine review found, what the evidence actually supported, and the adjudication rule each mistake produced.
