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My first Apify actor just paid out 37 bucks. Here's what I learned building a scraper that nobody asked for.

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About seven weeks ago I published a scraper on the Apify Store for Likee, the short-video app that's big in a bunch of countries outside the US. I picked it because there was only one other actor covering it and it looked like a gap. This week I got my first payout: $37. Not life changing money, obviously. But it's the first time something I built has been used by strangers who paid for it without me talking to them, and that felt worth writing up. Some numbers from the dashboard since la

五维评分

付费意愿
78
需求真实度
72
个人可落地
90
竞争空间
80
新鲜度
75

AI 分析

痛点：Likee 短视频平台缺少好用、按结果付费的数据采集工具，已有用户愿意为稳定可用的 Apify Actor 付费。

目标用户：需要 Likee 短视频数据做市场研究、增长营销、内容分析或学术研究的数据分析师、营销人员和独立开发者。

证据：This week I got my first payout: $37. ... 12 paying users, 4 of them active this month ... pricing is pay per result, starting at $5 per 1,000 rows

变现：在 Apify Store 发布按结果付费的 Likee 采集 Actor，按 $5/1000 行起收费；后续可扩展 API 订阅、批量导出或更多小众平台采集器。

MVP：用纯 HTTP 请求抓取 Likee 公开 JSON 接口和分享页，输出扁平化表格字段（Views、Likes、Comments、Engagement %），30 秒内完成运行，并清晰展示失败状态；重点优化 Apify Store 列表和定价。

竞品：Apify Store 上已有的 Likee actor、其他通用短视频/社交媒体采集器

摘要：作者在 Apify Store 发布 Likee 采集器，7 周后收到首笔 37 美元付款，累计约 7200 次运行、12 个付费用户，定价为每 1000 行 5 美元起。核心经验是纯 HTTP 抓取比无头浏览器更省成本，Store 列表和扁平化输出比代码本身更重要，失败状态必须可见。这验证了小众平台数据采集器可由独立开发者变现，但收入规模仍然很小。

相关精选报告

做　Likee 短视频平台缺少好用、按结果付费的数据采集工具，已有用户愿意为稳定可用的 Apify Actor 付费。