In our recent PETS paper, we have been looking at whether Personally Identifiable Information (PII) removal services (e.g., DeleteMe, Optery, Incogni) are effective in protecting user privacy by removing users' private information from the data broker. [1/8] arxiv.org/pdf/2505.06989