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I wanted to apply for a job and built a comprehensive template for everyone instead

Hello! This is a story of a simple job application that turned into a side project that has stolen 2 months of my life... I was recently creating my own resume (CV), and as a typical person in tech/science, I went through the rabbit hole very deep. I read what a good resume should look like and eventually found my way to Applicant Tracking Systems (ATS) and how automated candidate screening works. Did you know that your resume can get indirectly rejected, so a human recruiter

五维评分

付费意愿
55
需求真实度
62
个人可落地
88
竞争空间
22
新鲜度
45

AI 分析

痛点:求职者简历因未针对职位定制、机器可读性差而被 ATS 自动筛掉,人眼永远看不到,而现有简历模板要么贵要么不保证 ATS 兼容。

目标用户:大量投递简历的求职者,尤其是科技/科研背景、需要频繁针对不同岗位改简历的人。

证据:Did you know that your resume can get indirectly rejected, so a human recruiter never sees your resume at all? ... While trying out templates and seeing the horrible prices some of them have, I could not help but create my own that addresses ATS-friendliness (i.e., machine readability)

变现:开源 LaTeX 模板免费引流,靠付费高级模板/主题包、ATS 扫描与关键词匹配 SaaS 订阅、AI 自动按 JD 定制简历的按次收费变现。

MVP:2 周内做一个 Web 工具:用户粘贴职位 JD + 上传现有简历,自动输出 ATS 可解析的 PDF,并给出关键词覆盖率打分与改写建议;用现成 PDF 解析库加简单关键词匹配即可,先不做完整编辑器。

竞品:Zety、Resume.io、Enhancv、Jobscan、Overleaf 上大量免费 LaTeX 简历模板、Rezi

摘要:作者在求职时发现简历可能被 ATS 系统间接筛掉、招聘者根本看不到,加上现有简历模板价格高昂,于是花 2 个月做了 ATS 友好的 LuaLaTeX 简历类 Lucid CV。帖子本身是产品发布,没有收入或他人付费证据,但印证了 ATS 简历优化这一需求和模板付费市场确实存在;赛道极其拥挤,免费 LaTeX 模板与成熟简历 SaaS 众多,差异化空间有限。