What builders keep asking for,
clustered and ranked.
Upload scraper exports, persist them locally, and browse the strongest demand clusters from Reddit and other sources.
Fallback seed data from the repository.
Latest top cluster · #1
Strongest current demand
The highest-ranked cluster from the latest imported batch.
AI 音乐检测器
Shazam 式的 AI 音乐检测——用户播放一段音乐，App 判断是否 AI 生成并给出置信度
Why it stands out
Audience: 中
Top clusters
This batch at a glance
The first six ranked clusters from the latest import.
AI 音乐检测器
Shazam 式的 AI 音乐检测——用户播放一段音乐，App 判断是否 AI 生成并给出置信度
“There are websites and apps that helps with identifying text, photos and video, but I cannot find an app for music. Think Shazam style.”
Google Maps 评论智能摘要工具
输入 Google Maps 商家链接 → AI 分析所有评论 → 输出结构化摘要（优缺点/评分分布/关键词）
“Would be great if there was a tool that could automatically summarize business reviews from Google Maps”
面向老年人的语音 AI 助手
纯语音交互的 AI 助手，面向不会用智能手机的老年人，方言支持是核心壁垒
“Voice-based AI app that speaks and listens in your native language. Helps with checking or booking train/flight, basic tasks”
零心智负担 AI 杠铃教练 App
用户输入设备（杠铃+重量）→ AI 自动计算最佳训练计划 → 语音指导 → 记录进步
“I'm begging someone to build this: The ultimate zero mental load AI barbell coach app. I want zero equity, credit, or discount — I just want it to exist.”
极简食谱 App（无广告无故事）
输入任意食谱链接 → 自动提取纯净的食材+步骤，无广告无故事
“Users are angry about modern recipe sites being bloated with ads and backstories. They want ultra-minimalist, high-speed tools that just show the ingredients.”
离线优先/隐私优先工具
这是品类趋势而非单一产品——任何现有工具做离线版或隐私版都有市场。具体方向：离线记账、离线笔记、离线密码管理器、本地 AI 助手
“About 7% of all requests (640+ posts) specifically asked for offline-first or privacy-focused tools.”
How this workflow works
A small ingestion loop from scraper export to browsable demand intelligence.
Upload the export
Drop in the JSON file you exported from the scraper extension. The app validates the expected schema.
Persist the clusters
Each upload is stored as a batch in SQLite, and every cluster is saved with rank, evidence, quotes, and category.
Browse the demand
The homepage, listing page, and detail pages automatically switch to the latest imported batch.
Browse by category
The latest import currently spans these demand buckets.
Top category share
Counts from the latest batch summary.
工具类
77 cluster references appeared in the latest imported summary distribution.
内容类
33 cluster references appeared in the latest imported summary distribution.
健康类
22 cluster references appeared in the latest imported summary distribution.
效率类
11 cluster references appeared in the latest imported summary distribution.