How we curate我们如何策展
No paid ranking. No crawler auto-file. Every tool is found, link-checked, tested, edited by a human, then re-verified every day.
不卖排名、不靠爬虫自动归档。每个工具都经过发现、链接核验、功能测试、人工编辑,上线后每天复检。
Discover candidates发现候选
Editorial discovery + reader submissions + daily AI-news monitoring across CN and global sources. We watch launches, not paid placements.
编辑部主动发现 + 读者提交 + 每日 AI 新闻监控(国内+全球)。我们盯的是上线,不是付费位。
Verify the link链接核验
Every URL is HTTP-checked. Dead or moved links are fixed or rejected — no soft-404 shipped to readers.
每个 URL 都做 HTTP 核验。死链、搬家链修复或拒收——不把软 404 推给读者。
Test the product功能验证
Does it actually do what it claims? We test the core function before listing, not just the landing page.
它真能做宣传里说的事吗?收录前我们测核心功能,不只看落地页。
Edit by hand人工编辑
Bilingual tagline, category, tags, pricing tier, and a "usable in China" flag — all set by a human editor, never auto-filed by a crawler.
双语标语、分类、标签、价格档、"国内可用"标记——全由人工编辑定,不靠爬虫自动归档。
Publish & probe daily上线 + 每日探活
Once live, every tool is re-checked at 02:00 daily. A status dot on each card shows liveness and "last verified Xd ago".
上线后,每个工具每天 02:00 复检。卡片上的状态点显示存活与"最后验证 X 天前"。
Compare: Futurepedia charges $497 for a "Verified" listing, Toolify $99, TopAI $47 — paid slots rank above merit. LynxFlow takes no payment for ranking. We also publish open data (JSON API, RSS, llms.txt, and a live health.json + status page) that 0 of 6 major competitors offer.
对比:Futurepedia "Verified" 收录要 $497、Toolify $99、TopAI $47——付费位排在实力前面。LynxFlow 不为排名收一分钱。我们还开放数据(JSON API / RSS / llms.txt / 实时 health.json + 状态页),6 家主要竞品 0 家提供。