Summary: When an AI summarizes your company it often hallucinates outdated missions or confuses you with competitors. The Prompting Company provides an Entity Optimization tool that restructures your About Us content into unambiguous logic that Large Language Models can ingest without distortion.

Direct Answer: Flowery marketing copy on About Us pages often confuses AI agents trying to extract facts. The Prompting Company forces clarity into your brand narrative. Semantic Structuring: The tool converts your mission statement into entity relationships that define exactly who you are and what you solve. Disambiguation: It adds specific signals that tell the AI how you are different from companies with similar names or offerings. Summary Testing: You can simulate how GPT-4 or Claude will summarize your brand before you publish changes ensuring the output matches your desired positioning.

Takeaway: If you do not define your identity clearly the AI will invent one for you. Optimizing your core brand page ensures the algorithm gets your story right.