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找到你的位置，看它怎麼幫你
如果你屬於下面任一類，Pain Spotter 就是為你打造的。
獨立開發者
Indie Hacker · 副業開發者
找到下一個值得做的副業方向，從被驗證過的痛點起步。
- 省下幾百小時翻 Reddit / HN 的時間
- 每個想法都附 MVP 範圍與著陸頁文案
- 按「易建構度」篩出週末能做完的
創業者 / 創辦人
Founder · 0→1 階段
從真實付費意願出發選賽道，降低做錯方向的風險。
- 0–100 評分量化痛點強度與付費意願
- GTM 啟動方案 +「為什麼會失敗」自我反駁
- 一鍵生成 商機 → 報告 / PRD（Business）
產品經理 / 成長
PM · Growth · 市場研究
監測細分賽道裡正在升溫的新痛點，先人一步。
- 每週趨勢榜，比 HN 早 2–4 週發現趨勢
- 跨平台 Theme 聚合，看賽道全景
- 每個話題自帶 AI 摘要，3 分鐘讀懂
不確定自己算不算？ 免費瀏覽前 10 條商機 →
什麼是 Pain Spotter？
Pain Spotter 是一款專為獨立開發者、創辦人與產品團隊打造的 AI 研究工具。它會持續掃描 Reddit、Hacker News、Product Hunt 與 Stack Exchange 上的討論，接著使用 LLM 萃取真實使用者的痛點，並綜合痛點強度、付費意願、技術可行性與長期永續性，以 0–100 分的標準將其排序為商業機會。與其猜測下一步該開發什麼，不如從人們迫切渴望解決的問題開始著手。
不只是幫你搜 Reddit
手動翻帖只能看到零散的單條；我們把全網討論聚成可執行、可對比的機會。
多來源驗證
與 Reddit、Hacker News、Product Hunt、Stack Exchange 交叉驗證——不只依賴單一平台。
AI 評分 0–100
每個機會皆根據痛點強度、付費意願、技術可行性與永續性進行排名。
10 話題中心 + 每週趨勢榜
挑一個符合你技術棧的細分領域直接進入；趨勢榜即時呈現全網成長最快的痛點。
每個話題都有 AI 摘要
每個話題和主題頁都自帶 LLM 生成的 350 字簡報——3 分鐘讀懂市場全景，省下 3 小時翻帖時間。
專為開發者打造 & 隱私合規：MCP & REST API 把機會直接拉進 Cursor / Claude Desktop；使用者身分全部假名化，不存 PII、無跨站追蹤（GDPR）。
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。
工作流程
從海量社群討論到一個經過驗證、可排序的商業機會，只需三步。
監控多平台
持續採集 Reddit、Hacker News、Product Hunt、Stack Exchange 等多個開放社群的貼文、評論與討論。
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。
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。
常見問題
關於 Pain Spotter 如何運作，你想知道的都在這裡。
What is Pain Spotter and who is it for?+
Pain Spotter is an AI tool that scans Reddit, Hacker News, Product Hunt, Stack Exchange and other communities to extract real user pain points and rank them as scored business opportunities. It is built for indie hackers, product managers and founders who want to start from validated problems instead of guessing what to build.
Where does the data come from?+
We continuously collect public posts and comments from Reddit subreddits, Hacker News, Product Hunt and Stack Exchange via their public APIs. We never scrape private content, never store raw user identities (all author IDs are salted-hashed), and never republish original posts verbatim — only AI-rewritten summaries.
How are the 0–100 opportunity scores calculated?+
Each opportunity is scored along four axes by an LLM: pain intensity, willingness to pay, technical feasibility (inverted as difficulty), and long-term sustainability. The final 0–100 score is a weighted composite. Scores are recomputed whenever the source post is re-analyzed.
Is Pain Spotter free?+
Yes. Anyone can browse the first 10 opportunities for free without an account. A Pro plan ($20/month) unlocks the full ranked list, detailed pain narratives, MVP plans, and competitor analysis; the Business plan ($50/month) adds the Opportunity → Report & PRD generator. Stripe handles billing; you can cancel anytime from the customer portal.
How is this different from just searching Reddit myself?+
Manually reading subreddits surfaces individual posts; Pain Spotter clusters thousands of discussions across channels into ranked themes, extracts the underlying pain narrative, estimates willingness to pay, and shows MVP scope for the top 2 weeks of build work. You get the same insight in minutes that would otherwise take days of reading.
Do you respect user privacy and GDPR?+
Yes. All Reddit usernames are irreversibly hashed before storage (PII salted SHA-256), no personal data is retained, and we expose only AI-rewritten aggregated insights. You can contact support@painspotter.ai for any privacy request.
Can I access opportunities programmatically?+
Yes. Pro users get a REST API key and an MCP (Model Context Protocol) server endpoint that plugs directly into Cursor, Claude Desktop or any MCP-aware IDE. Pull the ranked opportunity feed into your own idea pipeline.