Providing online non-downloadable software using artificial intelligence for conducting product research, generating early feedback on product ideas, and analyzing responses; Software as a service (SaaS) featuring software using artificial intelligence for product ideation feedback, insight generation, and exploratory market research; Providing temporary use of non-downloadable software for generating automated feedback and market insights through web-based and conversational interfaces.