1. A method for providing content, the method being implemented on a machine having at least one processor, storage, and a communication platform, the method comprising: receiving, by an search server, a user query; retrieving, by the search server, a first search result based on the user query; identifying, by an extraction module, a category based on the user query; retrieving, by a template storage module, a template based on the category; retrieving, by a template creation module, category-specific content based on instructions in the template; retrieving, by the template creation module, additional category-specific content based on an additional query generated based on the category-specific content; creating, by the template creation module, a template module presenting the category-specific content and the additional category-specific content in accordance with the instructions; and providing, by the search server, a search result page having the first search result and the template module in response to the user query.