01
AI Tool Listing: How to Write Copy Buyers Can Evaluate
Write an AI tool listing buyers can evaluate, with clear positioning, verified product facts, useful screenshots, accurate categories, and stronger metadata.
Guides and maker notes
Build in public with practical AI product guides.
Field-tested frameworks, decisions, mistakes, and ideas for makers building, marketing, and launching AI products.
02
We Don't Think Chatbot Evaluation Is About Ground Truth
A chatbot can be wrong without being obviously wrong. We think the best way to find these failures is hidden in the conversations themselves.
03
云集 MarkMind：把每一个网页灵感，留在它出现的地方
云集 MarkMind 是一款网页高亮与笔记工具，帮你一键标记任意网页文本、用 AI 梳理文章脉络、跨设备同步与分享；数据本地优先，AI 自带 Key 零上传，隐私完全由你掌控。
04
MarkMind (云集): Capture, Organize, and Revisit Every Spark on the Web
MarkMind is a web marking and notes tool that lets you highlight any page with one click, map its structure with AI, and sync or share across devices — with local-first data and bring-your-own-key AI that sends requests straight to your own provider.
05
云集 MarkMind：把每一个网页灵感，留在它出现的地方
云集 MarkMind 是一款网页高亮与笔记工具，帮你一键标记任意网页文本、用 AI 梳理文章脉络、跨设备同步与分享；数据本地优先，AI 自带 Key 零上传，隐私完全由你掌控。
06
AI Tool Submission Sites: A Quality-First Promotion Guide
Compare AI tool submission sites by audience, editorial controls, listing durability, and referral value, then prepare a submission that earns trust.
07
Product Hunt Alternatives: 12 Launch Platforms for AI Makers
Compare 12 Product Hunt alternatives by audience, launch format, discovery window, moderation, and the product outcome each platform can support.
08
Building in Public: A Practical Guide for AI Founders
A practical system for deciding what to share, protecting sensitive work, building trust, and turning public progress into useful feedback.
09
AI Product Marketing: How Early-Stage Makers Find Their First Users
A practical first-user marketing system for AI makers, from positioning and proof to channels, activation, measurement, and follow-up.
10
AI Product Launch: A Practical Checklist for Independent Makers
A two-week AI product launch checklist covering proof, channels, launch-day operations, activation metrics, and the seven-day follow-up.