2,294
已分析貼文
2
Platforms
26
監控社群
6,739
已發現商機
Last updated
Why Pain Spotter
Multi-Source Validated
Cross-referenced with Reddit, Product Hunt — not just one platform.
AI-Scored 0–100
Each opportunity ranked by pain intensity, willingness to pay, tech feasibility, and sustainability.
MCP & REST API
Pull opportunities directly into Cursor / Claude Desktop, or query via REST. Built for builders.
GDPR-Compliant
All user identities pseudonymized. No PII stored. Cookie-free analytics.
本週熱門主題
社群裡正在升溫的話題
跨源聚合的相關痛點集群——這些是當前在多個渠道都有強信號的趨勢。
暫無主題數據——下次分析後再來看。
工作流程
1
監控多平台
持續採集 Reddit、Hacker News、YouTube 等多個開放社群的貼文、評論與討論。
2
AI 分析
大型語言模型從數百則評論中分析痛點、付費訊號、競品與技術可行性。
3
評分與排序
每個商機獲得 0–100 的綜合分。優先做高分項——需求已被真實使用者驗證。
Built for Builders
Skip the dashboard. Pull opportunities directly into your IDE via our MCP server, or query our REST API to feed your idea pipeline.