Machine learning-based review generation

A method comprising:

• generating, using a trained review generation engine and based on obtained interaction data, a review that predicts content of a review for one or more items on an exchange platform;
• providing data indicating the generated review to a first user device, wherein the data includes completed elements for a review of an item;
• obtaining, from the first user device, a final review, wherein the final review is a modified version of the generated review;
• storing the final review in memory corresponding to the item on the exchange platform;
• and
• providing the final review to a second user device in response to the second user device navigating to a review section on a listing page for the item.

A method comprising:

• obtaining, using a script executing on one or more user devices that display an item listing, data indicating interactions of one or more users with the item listing;
• generating, using a trained review generation engine and based on the obtained interaction data, a review that predicts content of a review for the item listing;
• storing the generated review in memory corresponding to the item listing on the exchange platform;
• in response to a search query, obtaining, by a trained search engine, data including the stored generated review of the item listing;
• providing search results generated by the trained search engine to a user device, wherein the search results include the item listing;
• and
• in response to a request by the user device for reviews of the item listing, providing a set of reviews that does not include the generated review.