2,294
已分析讨论
2
接入平台
26
监控频道
6,739
已发现商机
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.
本周热门主题
社区里正在升温的话题
跨源聚合的相关痛点集群——这些是当前在多个渠道都有强信号的趋势。
暂无主题数据——下次分析后再来看。
工作流程
1
监控多平台数据
我们持续从 Reddit、Hacker News、YouTube 等开源社区采集帖子、评论与讨论内容。
2
AI 分析
大模型从数百条评论中分析痛点、付费信号、竞品与技术可行性。
3
评分与排序
每个商机获得 0–100 的综合分。优先做高分项——需求已被真实用户验证。
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.