Emerging AI software represents new, AI-first products that do not yet fit within G2's existing AI taxonomy. These tools use generative AI, agentic capabilities, machine learning (ML), or deep learning at their core to address novel use cases and create user experiences that established AI categories do not cover.
This category is for products that do not belong to an established category on G2. When enough comparable products emerge around a shared use case, G2 may create a dedicated category and move those products into it. A product that meets the criteria of an existing G2 category, such as AI Writing Assistants, AI Video Generators, or Enterprise AI Chatbots, belongs in that category even if it is new or describes itself as AI-powered.
To qualify for inclusion in the Emerging AI Software category, a product must:
- Be built on AI-first principles, with ML, deep learning, generative AI, or agentic capabilities at its core rather than as an add-on feature
- Offer a commercially available software product, platform, or API with a working, publicly accessible website or documentation