Abstract: Methods and systems for reviewing content items created by users for presentation in association with a website are provided. Automatic scrubbing (followed by manual review, if necessary) of user-created content items that have yet to be presented in association with a website is provided as is manual review of user-created content items that have already been presented in association with a website at the request of a user.

Abstract: A system and related techniques generate and maintain a unified product index, to perform searching and browsing in an online product, service, content or information catalog. A user investigating, for example, a set of retail offerings of digital cameras may for instance browse through a Web site layout or taxonomy to locate products of interest, such as cameras having resolution in the range of 3-4 megapixels or in the price range of $200-300. Alternatively, the user may input search terms in a search dialogue box to locate those or other features. Unlike conventional e-commerce platforms in which search may be performed against structured databases while browsing may access unstructured HTML or other descriptive material, according to the invention navigation and searching may be integrated and both access a structured index derived from product descriptions as well as traditional SQL or other structured data.