Quick answer: ChatGPT doesn't know your startup because name recall comes from training data, and a young product has few of the third-party mentions (G2, Crunchbase, Reddit, press) that models learn names from. But a search-grounded model can still find you by category. In a test of 48 AI-built startups, a model named only 4, yet recommended 28 of them when asked for the best tools in their category. I ran 48 AI-native products through a recognition test in one afternoon. A language model...