AIVOLab/citationmapper-atom01-chatgpt

CitationMapper是一个首个为AI时代构建的prompt competition analyzer。它能够显示公司、机构和营销团队在使用大型语言模型（LLMs）如ChatGPT、Gemini和Claude时，用户提问后会展示哪些实体。该工具提供实体映射、prompt visibility competition scoring (PVCS™)、发现低竞争提示和快速获胜的机会，以及跟踪提示、实体和结果随时间变化的仪表板。

CitationMapper is the first prompt competition analyzer built for the AI era. It shows companies, agencies, and marketing teams which entities large language models (LLMs) such as ChatGPT, Gemini, and Claude surface when users ask questions. The tool provides entity mapping, prompt visibility competition scoring (PVCS™), opportunities to find lower-competition prompts and quick wins, and dashboards to track prompts, entities, and results over time.