reddit · SideProject · 10-08 06:50 60 分 ← 返回列表

Wellread - an AI visibility audit that shows what ChatGPT and Gemini tell your buyers

I built Wellread ( https://trywellread.com ), an AI visibility audit. The idea is simple. People now ask ChatGPT and Gemini which product to buy, and as the company being discussed you never see the answer. So: You type your website. It reads the site and writes 30 questions your buyers would ask, without your name in them. You can edit them. It asks ChatGPT and Gemini each one with web search on. You get every answer, who was recommended instead of you, and a to-do

五维评分

付费意愿

需求真实度

个人可落地

竞争空间

新鲜度

AI 分析

痛点：品牌方想知道 ChatGPT/Gemini 在回答"该买什么"时推荐了谁、有没有提到自己，却完全看不到这些 AI 给出的答案

目标用户：做 SEO/增长的中小企业主、DTC 品牌、SaaS 市场负责人，以及代理机构的 SEO 顾问

证据：People now ask ChatGPT and Gemini which product to buy, and as the company being discussed you never see the answer. ... You get every answer, who was recommended instead of you, and a to-do list for your site. The first audit is free and needs no card.

变现：SaaS 订阅制：免费首次审计获客，按月付费监控（追踪问题集、竞品推荐份额变化、报告导出、API 接入），可加白标报告给代理机构按席位收费

MVP：两周内可做：输入域名→抓取页面→用 LLM 生成 20-30 个买家意图问题→分别调用带 web search 的 ChatGPT/Gemini API→结构化对比输出（提及率、被推荐竞品、改进建议），无需用户登录即可跑免费审计，付费墙放在历史追踪与定时监控

竞品：Profound、Peec AI、Otterly.ai、Scrunch AI、AthenaHQ

摘要：这是 r/SideProject 上一个上线约十天的 AI 可见性审计工具 Wellread 的发布帖：输入网站后自动生成 30 个买家问题，分别问 ChatGPT 和 Gemini（开启联网），输出答案、被推荐的竞品以及网站改进清单，首次审计免费无需绑卡。它验证了"GEO/AI 搜索可见性"这一新品类的真实需求，但帖子本身没有给出任何付费意愿原话或收入数据，且该赛道已有 Profound、Peec、Otterly 等多家玩家，差异化空间有限。