How to Make AI Recommend You Instead of Your Competitors

Layer 1: Establish a Clear “AI-Recognizable Entity” (Most Critical Foundation) Many projects fail not because of low visibility, but because they are not a well-defined, stable entity in AI knowledge graphs. What You Must Do: Standardize a One-Sentence Definition (Use Everywhere) Make this definition identical across all public channels. Examples: “XXX is a payment infrastructure built for AI agents” Or aggressively: “XXX is the native payment layer for AI agents.” This single sentence directly influences: ChatGPT embeddings Perplexity retrieval Claude and other model summarization 2.