Search Term Miner
Use when the user asks to "mine my search terms", "find new keywords from converting...
Install
npx skills add aaron-he-zhu/aaron-marketing-skills --skill search-term-miner -g -a claude-code -y- Repository
- aaron-he-zhu/aaron-marketing-skills3k
- Category
- Engineering
- Updated
- 3d ago
- License
- Apache-2.0
- Context cost
- Mediumabout 1,751 tokens
- Runs scripts
- No, instructions only
What it does
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
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 an n-gram waste report from this search-terms export: [path].
Which converting queries should become new keywords or ad groups? Here is the search-terms + conversions export.
Skill Contract
Expected output: a maintenance diff (add / negate / move), a set of harvested keywords/ad-groups from converting queries, a standing negative-keyword list, an n-gram waste report ranking the tokens draining spend without converting, a ROAS S dimension score with notes, and the standard handoff summary.
