A Natural Language Product Comparison Guide Synthesizer that lets developers easily create web-based comparison guides for a given type of product. Each comparison guide will solicit users' product requirements, let them compare different products, and recommend one or more products based on their preferences. The guide uses automatically generated natural language to facilitate the comparison of products, and to convey and explain its recommendations.