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Free 24-point audit of how readable your side project is to AI crawlers (first 3 free)

Website owner, or someone who just launched something: I will run a 24-point audit of your site for how readable it is to AI crawlers and answer engines, and send you the scored report with fixes. What you get, in about 20 minutes: - A 0-100 score and grade across five groups: crawler access, machine-readable structure, content extractability, trust signals, speed - Every failure with the exact fix, in priority order - A ready-to-paste llms.txt and a robots.txt block that actually lets the

五维评分

付费意愿
50
需求真实度
45
个人可落地
88
竞争空间
55
新鲜度
78

AI 分析

痛点:网站对 GPTBot、ClaudeBot、PerplexityBot 等 AI 爬虫不可读,或内容只在客户端渲染,导致站点在 AI 答案引擎里“隐形”,站长却不知道如何排查修复

目标用户:独立开发者、刚上线的 SideProject 站长、小型 SaaS 与内容站站长、SEO 代理商

证据:if GPTBot, ClaudeBot or PerplexityBot is blocked, or your copy only renders client-side, you are invisible in the answer engines people now use instead of Google. Most sites fail on boring, fixable things. / After that it's $10. ... You pay after you get the report, not before.

变现:免费部分审计引流 → $10 单次完整评分报告;再升级为每月自动复检+变化的订阅监控,或白标给 SEO 代理商按站点批量收费

MVP:输入 URL 后自动检测:主流 AI 爬虫 UA 抓取 robots.txt 的结果、正文是否服务端可提取、结构化数据、速度与信任信号,一键生成 llms.txt 与 robots.txt 配置片段,输出 0-100 分五维报告并可导出 PDF,2 周内可做完

竞品:isagentready.vercel.app(本帖作者自建工具)、各类 llms.txt 生成器、Ahrefs/Semrush 等 SEO 套件新增的 AI 可见性/AI 爬虫模块

摘要:一位开发者在 r/SideProject 推出“AI 爬虫可读性 24 项审计”服务:前 3 名免费,之后每次 $10(USDC 或 PayPal,先拿报告后付款),并附上自建工具站。核心论点是 GPTBot/ClaudeBot/PerplexityBot 被屏蔽或内容仅客户端渲染,会让站点在答案引擎中“隐形”。这是一个具体且单人可复制的小工具型机会,但帖中只有卖方定价,没有真实付费客户数据。