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Didn’t want to pay $70–100/mo for mobile app market data, so I built my own. Now 150 people use it free and I’m not sure that’s sustainable.

For the past few years I built mobile apps the hard way: idea, build, launch, crickets. No market research, no keyword research. The screenshot above is our Play Console: 17 apps, and most of them sit under 100 installs. Only a couple got real traction (5.5k and 657). Looking back, the data would have told us which ideas were worth building before we wrote a single line of code. The tools that have this data cost $70–100/month , which felt steep for an indie dev who mostly ne

五维评分

付费意愿
55
需求真实度
75
个人可落地
70
竞争空间
35
新鲜度
80

AI 分析

痛点:独立移动开发者需要应用市场与ASO数据,但现有工具每月70–100美元,价格过高,导致产品决策靠猜。

目标用户:独立移动应用开发者、小团队、ASO/增长从业者

证据:The tools that have this data cost $70–100/month, which felt steep for an indie dev who mostly needed a handful of features. We have 150+ users so far, almost all organic from social media.

变现:Freemium:免费提供基础ASO与市场数据,付费解锁关键词追踪、收入预估API、MCP查询、更多导出与监控;也可按用量或订阅收费。

MVP:两周内做轻量ASO关键词与竞品数据看板:抓取公开App Store/Google Play榜单与关键词,提供搜索量/难度估算、竞品下载/收入区间、关键词排名跟踪;接入Stripe订阅,免费限查,付费解锁。

竞品:Sensor Tower、data.ai、Appfigures、AppTweak、Mobile Action、App Radar

摘要:一位独立开发者为省下每月70–100美元的移动应用市场数据费,用AI代理自建了覆盖约500万应用的数据管道、收入预估模型和ASO关键词工具。开放免费后两周获得150+用户,但尚未验证付费,可持续性存疑。