search-term-mining
Analyzes your search term reports across all campaigns and surfaces high-intent terms you're not bidding on yet. Groups them by theme, estimates their potential volume and CPA, and recommends match types and starting bids for each. Platform: Google.
Install / Use
npx skills add irinabuht12-oss/marketing-skills --skill search-term-miningInstalls into whichever agent you are using.
SKILL.md
Installable skill definition
Quality Score
Category
Development & EngineeringSupported Platforms
Tags
Our assessment of search-term-mining
search-term-mining scores 80/100 on our quality scale, 2296th of 3,680 Development & Engineering skills we index.
Its SKILL.md is 2.5 KB long, split into 7 sections and no code examples: a solid amount of guidance for an agent.
With 1,836 GitHub stars, it is one of the more widely adopted skills in the catalogue.
Maintenance, license and trust
- The repository was last updated 6 days ago, so search-term-mining is actively maintained.
- No license is declared. By default that means all rights are reserved: you can read it, but reusing or redistributing it is not clearly permitted. Ask the author before building on it commercially.
- Its trust signals score 88/100, with 1 caution from licensing, adoption, age or documentation. These come from repository metadata, not a code audit — read the skill file before letting an agent act on it.
Safety scan
No issues foundOur scan of the whole file found no instruction hijacking, hidden characters, credential access, data exfiltration or destructive commands.
Automated pattern scan on 2026-09-30. It catches known dangerous patterns, not every risk — read a skill before letting an agent act on it.
search-term-mining compared with similar skills
All 4 of these similar skills score higher than search-term-mining; compare them before choosing.
| Skill | Score | Stars | Updated | Format |
|---|---|---|---|---|
| search-term-mining (this skill)by irinabuht12-oss | 80 | 1.8k | 6d ago | SKILL.md |
| ai-job-searchby MadsLorentzen | 100 | 44.5k | 1d ago | CLAUDE.md |
| claude-howtoby luongnv89 | 100 | 41.7k | 3d ago | CLAUDE.md |
| algorithmic-artby anthropics | 100 | 177.9k | 7d ago | SKILL.md |
| pptxby anthropics | 100 | 177.9k | 7d ago | SKILL.md |
Frequently asked questions
- How do I install search-term-mining?
- Run
npx skills add irinabuht12-oss/marketing-skills --skill search-term-mining. The install tabs above show the steps for each supported agent. - Which AI agents does search-term-mining work with?
- It is written for Universal, as a SKILL.md file. Other agents that read the same format can often use it too.
- Is search-term-mining safe to use?
- Our scan of the whole file found no instruction hijacking, hidden characters, credential access, data exfiltration or destructive commands. It declares no license and scores 88/100 on trust signals. Skills are instructions an agent will follow, so read the file before installing it and do not approve commands you do not understand.
- Is search-term-mining still maintained?
- The repository was last updated 6 days ago, so search-term-mining is actively maintained.
Skill content
View source on GitHubname: search-term-mining description: Analyzes your search term reports across all campaigns and surfaces high-intent terms you're not bidding on yet. Groups them by theme, estimates their potential volume and CPA, and recommends match types and starting bids for each. Platform: Google. metadata: platform: Google
7/ Search Term Mining — Google
What it does
Analyzes your search term reports across all campaigns and surfaces high-intent terms you're not bidding on yet. Groups them by theme, estimates their potential volume and CPA, and recommends match types and starting bids for each.
How it works
Claude processes your search term data over a 30-90 day window, identifies converting terms that are currently matched through broad or phrase but don't have dedicated keywords, and separates them from noise. It also finds patterns — clusters of related terms that suggest new ad group or campaign opportunities you're missing.
Practical example
Across your SaaS client's 8 search campaigns, Claude finds 67 converting search terms that don't have exact match keywords. It groups them into 5 themes: integration-specific queries (Salesforce, HubSpot), use-case queries (lead scoring, pipeline tracking), comparison queries (vs Competitor X), pricing queries, and enterprise-specific terms. Each group comes with estimated monthly volume, current CPA from broad match, and recommended starting bids.
What you get back
- Keyword opportunities grouped by theme with volume estimates
- Current performance data for each term (impressions, clicks, conversions, CPA)
- Recommended match type and starting bid for each new keyword
- New ad group or campaign structure suggestions based on term clusters
- Negative keyword recommendations to prevent overlap with existing campaigns
When to use it
- Monthly keyword expansion reviews
- When search campaigns plateau and you need new growth vectors
- After launching a new product or feature that creates new search demand
- When onboarding a new account to find what the previous team missed
Data access (Ryze MCP)
This skill works best with live account data. Connect the free Ryze MCP once and Claude reads your Google Ads, Meta Ads, GA4 and Search Console directly:
- claude.ai / Claude Desktop: Settings → Connectors → Add custom connector →
https://connector.get-ryze.ai/mcp - Claude Code:
claude mcp add ryze --transport http https://connector.get-ryze.ai/mcp - Cursor: Settings → MCP → add the same URL
Setup guide: https://www.get-ryze.ai/how-to-connect-claude-to-google-meta-ads-mcp
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Trust signals
From repository metadata: license, adoption, age and documentation. Not a code audit — see the Safety scan above for what the skill file itself contains.