AI & AutomationAdvanced2-3 Weeks (35 Saat)Solo
Autonomous Competitor Pricing & Changelog Radar
Companies constantly want to know when competitors change their prices, drop new features, or update terms of service. This autonomous agent takes competitor URLs, snapshots them daily using Playwright, computes visual and DOM diffs, and synthesizes a concise executive briefing sent to Slack/Email.
Doğrulanmış Mühendislik Şablonu: Bu proje sahte bir repo bağlantısı içermez; uygulanabilir mimarisi ve görev adımları uzmanlar tarafından kürate edilmiştir.
Çözülen Problem
Product managers spend hours manually checking competitor websites. This turns website changes into structured competitive intelligence.
Gelir veya Portföy Etkisi
B2B subscription: $79/month to track up to 10 competitors with daily Slack intelligence alerts.
Temel Sistem Mimarisi ve Mühendislik Çözümü
1Headless browser scraping with full-page screenshot capture and CSS noise filtering (removes cookie banners and ads)
2Dual-layer diff engine: pixel-based visual diffing + markdown DOM text comparison
3AI change summarizer explaining *what* changed and *why* it matters commercially
Önerilen Teknoloji Yığını
TypeScriptPlaywrightNext.jsPostgreSQLTailwind CSS
Geliştireceğin Yetkinlikler
Headless Browser AutomationDOM Structural DiffingVisual Screenshot Diffing (pixelmatch)Job Scheduling
Adım Adım Geliştirme Yol Haritası
Faz Faz İlerleme1
1 WeekPhase 1: Automated Crawler & Snapshots
- Build scheduled crawler visiting target URLs daily at 02:00 UTC
- Save clean HTML snapshot and full-height WebP screenshot to disk/S3
2
1 WeekPhase 2: Intelligent Diff Engine
- Compare day T vs day T-1 HTML content using readability algorithms
- Highlight changed pricing numbers and feature bullet points
- Generate before/after visual slider
3
1 WeekPhase 3: Notification Dispatcher & UI
- Slack Webhook and Discord notification formatting
- Web dashboard showing historical timeline of competitor website evolutions
İleride Eklenebilecek İleri Düzey Özellikler
Historical archive browser (Wayback Machine style for monitored targets)
Export competitive analysis slides formatted for executive presentations
Bu projeyi kendi seviyene göre uyarlamak ister misin?
Kullandığın programlama dili veya framework farklıysa, AI asistanı sana özel bir başlangıç şablonu hazırlayabilir.