展示HN：Listed – 一个基于人工智能为您的业务排名的代理平台
嗨，HN，
我是哈里森，Listed 的联合创始人。今天，我们推出了我们的代理平台，旨在帮助您的企业在人工智能新时代中取得成功。
您可以在这里试用该平台： [https://getlisted.ai](https://getlisted.ai)
并在这里观看发布视频： [https://www.youtube.com/watch?v=MJUPo6H78z8](https://www.youtube.com/watch?v=MJUPo6H78z8)
这个想法源于纯粹的挫败感。我询问 ChatGPT 关于我自己的公司，它却产生了幻觉，编造了功能并错误地陈述了基本事实。我意识到，企业没有机制向这些模型提供经过验证的真实信息。
这个问题现在已经变得至关重要。随着谷歌的 AI 概述和问答引擎的兴起，您网站的非结构化 HTML 对于大型语言模型（LLMs）所需的丰富、细致的上下文来说是一个糟糕的来源。这导致来自 OpenAI、谷歌、Perplexity 等公司的 AI 机器人不断抓取您的网站，获取错误信息，并将这些错误永久性地嵌入到它们的模型中。
因此，我们创建了 Listed。
最简单的类比是，它就像 Cursor，但用于上下文。我们的代理不是帮助您编写代码，而是帮助您构建全面、结构化的上下文，使 LLMs 能够准确而有利地表示您的业务。
以下是我们的代理系统的工作原理：
- **自动化上下文构建**：当您注册时，我们的代理会抓取您现有的网站，以构建 AI 列表的初稿。它会对数据进行结构化并识别薄弱环节。
- **智能工作流程**：基于持续的分析，代理会启动简单的基于聊天的工作流程，帮助您丰富您的列表，提高其准确性和排名潜力。
- **性能分析与反馈循环**：代理会不断测量您的 AI 排名（可发现性）和在所有主要模型（如 GPT-4o、Claude 3、Gemini 等）中的召回准确性。这些数据会反馈到系统中，生成新的工作流程，以持续提高您的表现。
- **连接**：您的 AI 列表是一个托管服务。您只需在网站上添加一段简单的代码。当 AI 爬虫访问时，这段代码就像一个指示牌，基本上是“提示注入”，引导它们消费您干净、结构化、经过 AI 优化的数据流，而不是试图解析您杂乱的网站。
我们的目标是让每个企业在 AI 生态系统中发挥积极作用。您提供 AI 公司迫切需要的干净、经过验证的数据，作为回报，您可以控制自己的叙述，并在它们的回答中获得更高的排名。
我们今天推出了免费的服务层。我们希望您能试用并告诉我们您的反馈。
您可以在这里开始： [https://getlisted.ai](https://getlisted.ai)
我今天会在这里回答问题。谢谢！
查看原文
Hi HN,<p>I’m Harrison, co-founder of Listed. Today we're launching our agentic platform to help your business win in the new age of AI.<p>You can try the platform here: <a href="https://getlisted.ai" rel="nofollow">https://getlisted.ai</a>
And watch the launch video here: <a href="https://www.youtube.com/watch?v=MJUPo6H78z8" rel="nofollow">https://www.youtube.com/watch?v=MJUPo6H78z8</a><p>The idea for this came from pure frustration. I asked ChatGPT about my own company and it hallucinated, inventing features and getting basic facts wrong. I realized there was no mechanism for a business to provide a verified source of truth to these models.<p>This problem is now existential. With Google's AI Overviews and the rise of answer engines, your website's unstructured HTML is a poor source for the rich, nuanced context that LLMs need. This leads to an army of AI bots from OpenAI, Google, Perplexity, etc., scraping your site, getting it wrong, and permanently baking those errors into their models.<p>So, we built Listed.<p>The simplest analogy is it's like Cursor, but for context. Instead of an AI helping you write code, our agent helps you build the comprehensive, structured context that allows LLMs to represent your business accurately and favorably.<p>Here’s how our agentic system works:<p>Automated Context Building: When you sign up, our agent scrapes your existing website to build a first draft of your AI Listing. It structures the data and identifies weak spots.<p>Intelligent Workflows: Based on ongoing analytics, the agent initiates simple, chat-based workflows to help you enrich your listing and improve its accuracy and ranking potential.<p>Performance Analytics & Feedback Loop: The agent constantly measures your AI Ranking (discoverability) and Recall Accuracy across all major models (GPT-4o, Claude 3, Gemini, etc.). This data feeds back into the system, generating new workflows to continuously improve your performance.<p>The Connection: Your AI Listing is a hosted service. You add a simple code snippet to your website. When AI crawlers visit, this acts as a signpost, essentially "prompt injecting" and directing them to consume your clean, structured, AI-optimized data feed instead of trying to parse your messy site.<p>The goal is to give every business an active role in the AI ecosystem. You provide the clean, verified data that AI companies desperately need, and in return, you get to control your narrative and rank higher in their answers.<p>We are launching our free tier today. We’d love for you to try it out and hear your feedback.<p>You can get started here: <a href="https://getlisted.ai" rel="nofollow">https://getlisted.ai</a><p>I'll be here all day answering questions. Thanks!