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I built a weight app that shows your trend instead of the daily number (Kalman filter, no streaks)

The problem I kept hitting: my weight would jump a kilo overnight from salt or water, and every app I tried either showed that jump like it meant something or tried to fix my mood with streaks and badges. So I built TrendCut, an iPhone app that runs a Kalman filter over your weigh-ins and shows the underlying trend. A few things it does differently: - The trend is the headline, not today's number. Spikes are damped, never deleted, and history is never rewritten. - For the first 7 days i

五维评分

付费意愿
62
需求真实度
68
个人可落地
88
竞争空间
38
新鲜度
32

AI 分析

痛点:每日体重受盐分/水分影响剧烈波动,主流体重 App 用 streak、徽章和红色警告放大焦虑,用户真正想看的是被平滑后的真实趋势。

目标用户:减重/健身人群,尤其是对数据敏感、被每日体重波动困扰、厌倦 gamification 打卡机制的 iPhone 用户。

证据:my weight would jump a kilo overnight from salt or water, and every app I tried either showed that jump like it meant something or tried to fix my mood with streaks and badges... No streaks, no badges, no red warnings for a normal fluctuation... Free to use; the trend itself is never paywalled. Premium adds the confidence level, projections and AI-written summaries.

变现:Freemium 订阅制:基础趋势曲线免费获客,Premium 解锁置信区间、体重预测、AI 营养/趋势总结(可参考 MacroFactor 的订阅定价)。也可做 Apple Health 数据洞察的一次性买断。

MVP:用 Expo/React Native + SQLite/Skia,2 周内做出核心 MVP:本地录入体重 → 指数平滑/简易卡尔曼滤波输出趋势线 → 首页只显示趋势和置信带,无 streak/徽章;接 Apple Health 导入、加一个主屏 widget。AI 总结等 Premium 功能第二周后再加。

竞品:Happy Scale、MacroFactor、Libra、TrendWeight、WeightFit、Apple Health、Weight Gurus

摘要:独立开发者发布 TrendCut,用卡尔曼滤波把体重波动平滑成趋势线,主打“不看每日数字、无 streak 无徽章”,免费使用、Premium 提供置信区间与 AI 总结。该帖验证了体重波动焦虑这一真实痛点,且已存在 Happy Scale、MacroFactor 等付费竞品,付费模式被市场验证。但赛道拥挤、差异化空间有限,适合作为独立开发者的低门槛练手方向。