From Our Blog
Tips and guides for smarter online shopping
导入您的愿望清单 — Steam 和 Amazon 一键导入
DealMonitor 新的愿望清单导入功能可以扫描您的 Steam 或 Amazon 愿望清单，选择商品，设置期望价格，一次性全部导入。
DealMonitor 一周年：从创意到价格追踪器
整整一年前，DealMonitor 的创意诞生了。回顾 12 个月的开发历程——从第一行代码到 145 位用户、AI 价格检测和 Chrome 扩展。
v0.12: HTTP-First Scraping and the End of Selenium Dependency
DealMonitor v0.12 introduces an HTTP-first scrape pipeline with curl_cffi TLS fingerprinting, flight price tracking via APIs, and smart header rotation. Faster results, fewer browser instances.
政权更迭：CatBoost 如何取代了我们之前的价格检测模型
本周末 CatBoost 取代 LightGBM 成为我们最佳的价格检测模型。深入了解我们的 ML 流水线幕后故事。
The 5 Best Price Comparison Tools in 2026 — Compared
Which price comparison tool is the best? We compare DealMonitor, Google Shopping, Keepa, CamelCamelCamel, and Honey — with pros and cons for every use case.
Amazon Price History: How to Track Prices the Right Way
Learn how to view Amazon price history and track prices over weeks and months. With a price tracker, you can spot real deals and avoid fake discounts.
v0.11: API Integrations for Etsy, Game Stores, and Multi-Price Tracking
DealMonitor v0.11 adds Etsy Open API v3, IsThereAnyDeal for game prices, multi-price per URL tracking, a Chrome pool with health monitoring, and shop scrape mode auto-learning.
现在就开始关注圣诞礼物？没错，三月正是好时机。
提前追踪礼物价格，就能在黑色星期五识别真正的优惠。三个真实案例。
v0.10: Tackling Amazon and AliExpress with APIs
DealMonitor v0.10 integrates Amazon Creators API and AliExpress affiliate API, adds currency forcing for international Amazon shops, Steam age gate bypass, and fixes price detection edge cases.
网店如何诱骗你购买——以及如何反击
紧迫感策略、虚假折扣和暗黑模式背后的心理学——以及价格追踪器如何让你重新掌控主动权。
DealMonitor 正式进入测试版：全新功能一览
DealMonitor 正式进入测试版！与我们一同庆祝，回顾让我们走到今天的各项功能：Telegram 和推送通知、深色模式、AI 价格检测、跨商店比价，以及更多精彩内容。
智能网购终极指南：从新手到省钱达人
一份全面的智能网购指南，涵盖比价技巧、促销策略、避坑方法和自动化工具推荐。掌握这些技巧，让你的每一次网购都物超所值，告别冲动消费。
v0.8: Dark Mode, Error Monitoring, and Our First Blog Posts
DealMonitor v0.8 brings dark mode with system preference detection, Sentry error monitoring, a blog with SEO-optimized posts, frontend tests with Vitest, and a desktop navigation bar.
v0.7: Web Push Notifications and Dashboard Search
DealMonitor v0.7 adds Web Push notifications with VAPID and service workers, dashboard search, toast notifications, health checks, async notification delivery, and database performance improvements.
AI如何在任何网站上检测价格：技术原理详解
深入了解DealMonitor背后的AI价格检测技术。本文揭秘机器学习模型如何自动从任意网页中准确提取商品价格，无需依赖固定规则或网站适配。
v0.6: Telegram Notifications, Tracker Groups, and Sharing
DealMonitor v0.6 adds Telegram bot notifications, tracker groups with drag-and-drop, share via link, CSV export, check priority, and price statistics.
通过价格提醒省钱的5种方法
价格提醒是网购省钱的秘密武器。本文分享5种利用价格提醒功能节省开支的实用方法，让你的每一分钱都花在刀刃上，轻松实现智能消费。
v0.5: Google OAuth and 9 Languages from Day One
DealMonitor v0.5 adds Google OAuth authentication, multi-language support for 9 locales, a landing page with feature overview, rate limiting, and email verification.
如何在线追踪价格：从入门到精通的完整指南
想知道如何轻松追踪商品价格变动？本文详细介绍在线价格追踪的方法、工具和技巧，帮助你在最佳时机下单，再也不错过任何降价机会。