Many users ask which AI detector comes closest to Turnitin’s detection logic and reliability. This guide breaks down how modern AI detectors work, what makes Turnitin the academic benchmark, and where alternatives differ. A focused review of GPTZero.uk highlights accuracy, false positives, and real-world testing results. Ideal for educators, students, and publishers evaluating Turnitin-like AI detection without institutional access.