Competitor keyword research without Ahrefs or Semrush: exact search volume first (Python + n8n)

说明与用途

使用 Apify 角色进行竞争对手关键词研究的工作流程，获取精确的 Google 搜索量、CPC、难度、意图和 PAA 数据，无需付费工具。

问题

Need competitor keyword research without expensive paid tools, using pay‑per‑use calls and exact Google search volume.

结果

The workflow produced exact search volume and CPC data, identified high‑value keywords such as "walking pad" and "best standing desk", and enabled a data‑driven content plan without a $100–$500/month tool subscription.

工作流

• Domain overview
• Competitor keywords
• Exact search volume + CPC
• Keyword difficulty + intent
• People Also Ask

证据

Ahrefs and Semrush are excellent. But if you do competitor research a few times a month, or you want the data inside a script or an n8n workflow, a $100–$500/month seat is a lot.

来源

Exact Google search volume and CPC for every candidate keyword

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Walking pad has almost twice the demand of standing desk at a quarter of the CPC

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