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I built a Threads scraper that tells you exactly what it couldn't get, instead of failing silently

I've been pulling public Threads data for a project, and the existing scrapers kept frustrating me in the same way. A run would come back with 7 posts when I asked for 100, and nothing told me whether the account was small, the scraper broke, or Threads just doesn't expose more to logged-out visitors. So I built my own and put it on Apify. The main idea: every run ends with a free summary for each input, covering what you asked for, what came back, and why anything is missing. What it doe

五维评分

付费意愿
60
需求真实度
55
个人可落地
85
竞争空间
45
新鲜度
65

AI 分析

痛点:现有 Threads 抓取器会静默失败:请求 100 条只返回 7 条,且不说明是账号太小、抓取器坏了还是平台对未登录访客的限制,用户无法判断结果是否可信。

目标用户:需要公开 Threads 数据做分析的增长和营销人员、社交数据产品开发者、做舆情或竞品监测的独立开发者。

证据:A run would come back with 7 posts when I asked for 100, and nothing told me whether the account was small, the scraper broke, or Threads just doesn't expose more to logged-out visitors. / Pricing is $1.50 per 1,000 results. You only pay for valid, unique rows. Failed inputs, duplicates, filtered-out rows, and the diagnostic summary are free.

变现:在 Apify 等市场上按有效结果计费(如 $1.50/1,000 条),或向上层用户提供订阅制 API;免费的诊断摘要作为获客钩子。

MVP:用 Apify actor 或无头浏览器抓取,先做 2-3 个模式(用户帖子、关键词/话题搜索、帖子 URL 查询),每次运行输出 requested、returned、missing_reason 诊断报告,稳定数值 ID 去重,缺失字段用 null 而非 0,按有效唯一行计费。

竞品:Apify 市场上已有的多个 Threads Scraper actors、Bright Data 社交媒体数据集、通用抓取 API(ScrapingBee、ScraperAPI)

摘要:开发者因现有 Threads 抓取器静默少返回而自建了一个,在 Apify 上以 $1.50/1,000 条结果计费。核心差异是每次运行输出免费诊断摘要,解释哪些数据拿不到及原因:未登录态下关键词搜索每个排序最多 20 条、profile search 约 13 个、replies/reposts 只有首页、无播放量。这说明“结果可解释、失败不静默”是抓取类工具里被忽视的差异化点。