search-term-miner

仓库创建 2025年12月18日最近提交 1 天前SkillHot 收录 20 天前

▸ 精选理由

能持续减少无效花费并捕获新转化查询，适合常规优化循环。

这个 Skill 做什么

从搜索词报告中提取高转化关键词并生成负关键词与浪费n-gram列表。

把搜索词报告里的转化查询挖出来，自动生成可投放的关键词和 ad-groups，同时列出否定关键词及浪费的 n-gram 清单。用在想减少付费搜索浪费、把转化查询结构化为长期维护列表时，能把数据转成 add/negate/move 的维护差异。特别适合定期维护否定词库和把消耗但不转化的短语剔除。

▸ 展开 SKILL.md 英文原文

Use when the user asks to "mine my search terms", "find new keywords from converting queries", "build a negative-keyword list", or "cut wasted paid spend"; harvests converting queries into new keywords/ad-groups, builds a standing negative-keyword list and an n-gram waste report from the search-terms export, and delivers a maintenance diff (add / negate / move). Not for account structure — use campaign-architect; not for budget split — use budget-optimizer; not for computing the final RQS — use ad-account-auditor. 付费广告搜索词挖掘/否定关键词/浪费词清单

垂直行业搜索词挖掘负关键词关键词扩展通用

2.5k

Stars

335

Forks

仓库内 Skill

+141

7 日增星

安装 / 使用

给你的 Agent 一句话（通用）

帮我安装这个 skill：https://raw.githubusercontent.com/aaron-he-zhu/aaron-marketing-skills/main/ad/research/search-term-miner/SKILL.md

或 curl 直取 SKILL.md

curl -fsSL "https://raw.githubusercontent.com/aaron-he-zhu/aaron-marketing-skills/main/ad/research/search-term-miner/SKILL.md"

SKILL.MD 节选查看完整文件 ↗

# Search Term Miner

Turns a search-terms report into two standing outputs: new keywords/ad-groups harvested from converting queries, and a negative-keyword + n-gram waste list built from queries that spent without converting. It is the recurring mining loop that `campaign-architect` used to carry as a mode — that skill now owns account structure only, and this skill owns the search-term harvest and negative hygiene. It scores the ROAS **S (Spend-efficiency)** lever it works on and hands off; it does not compute the final RQS.

## Quick Start

```
Mine my search terms. Here is my exported search-terms report: [paste/path]. Goal is [DR/prospecting].
```

```
Build a negative-keyword list and

via SKILL·HOT · 数据来自 GitHub 公开信息 · 原文版权归作者所有