reddit · SaaS · 10-20 16:50 50 分 ← 返回列表

I built a platform with a dozen possible use cases. How do you decide which one to commit to?

I need to pick a lane and I can’t tell which one is right. Here is where I am. I’m a solo founder, still employed full-time. I built a platform that gives AI assistants structured knowledge to work from. It can serve many use cases, which is the problem. Every one of them looks plausible. Four lanes I’ve tested, with what actually happened: 1. Individual users (B2C/prosumer). Early adopters found me on Twitter and Reddit. The feedback was good. One person used it heavily during a rede

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：漏洞与合规认证数据源大多要求自托管、自行申请本地 API 密钥，缺少开箱即用的托管查询 API；同时 B2C 场景下免费替代品（markdown 文件夹、CLAUDE.md）已足够，付费意愿薄弱

目标用户：需要漏洞/认证合规数据的中小团队安全工程师、DevOps 及独立开发者；以及希望把内部知识结构化喂给 AI 的初创运营负责人

证据：Existing options mostly need self-hosting and local API keys. It’s the most concrete thing I have, and the buyer is clearly defined. / Free alternatives (a folder of markdown, a CLAUDE.md) are good enough for one person. / one has no budget, one has access but nobody uses it, one deprioritized it.

变现：托管数据 API 按查询量/月订阅收费（免费额度 + 按量计费 + 企业私有化部署加价），面向安全合规数据方向先做付费墙验证

MVP：2 周内聚合 NVD/OSV/CVE 与主流云厂商认证目录等公开数据，做成带 API key 鉴权、缓存与限流的托管 REST 查询服务，提供免费额度、Stripe 计量付费，先用落地页 + 冷邮件向 20 个安全团队验证下单意愿

竞品：Vulncheck、OSV.dev、NVD API、Snyk、deps.dev、Grype/Anchore

摘要：一位仍在全职上班的独立创始人做了一个“给 AI 助手提供结构化知识”的平台，已测试 4 条路线：B2C 早期有用户但无留存，免费替代方案足够；3 个运营方向设计伙伴中 1 个没预算、1 个无人使用、1 个直接降级；教育与公共数据方向有联合国机构和 2 所大学表达兴趣但周期长。唯一买家明确的是安全漏洞/认证数据托管查询方向，因为现有方案多需自托管和本地 API 密钥，但目前尚无任何付费验证。