described in paragraph (1) shall provide guidance regarding disclosure of ads that are removed by the user or platform subsequent to its dissemination. (4) Frequency To the extent practicable, the Commission shall require this information to be updated so as to provide a real-time understanding of the content described in paragraph (2). (d) Transparency of algorithms and company metrics and data (1) In general Not later than 1 year after enactment of this Act, the Commission shall, in accordance with section 553 of title 5, United States Code, and subject to subsection (g), issue regulations to require platforms to report publicly on their use of recommender or ranking algorithms and metrics. (2) Required information The reporting required under paragraph (1) shall be at least semiannual and include, as appropriate— (A) a description of all consumer-facing product features that made use of recommender or ranking algorithms during the reporting period