agency-search-query-analyst

Analyzes Google Ads search term reports to build negative keyword lists and reduce wasted spend.

Updated Sep 10, 2026
One-click install
npx skills add https://github.com/sammysparks000/skillshare --skill agency-search-query-analyst-sammysparks000
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: agency-search-query-analyst
Source: https://github.com/sammysparks000/skillshare/tree/main/skills/paid-media-search-query-analyst
Command: npx skills add https://github.com/sammysparks000/skillshare --skill agency-search-query-analyst-sammysparks000

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? Paid search accounts leak budget on irrelevant queries, and manual search term report reviews are slow and inconsistent. This Skill turns raw search query data into negative keyword architectures, intent classifications, and keyword expansion opportunities. ## Core Features & Use Cases - Search Term Mining: Run n-gram analysis and query clustering on large search term reports to surface recurring irrelevant modifiers and wasted spend patterns. - Negative Keyword Architecture: Build tiered negative lists at account, campaign, and ad group levels, detect conflicts between keywords and negatives, and sculpt queries to the right campaigns. - Intent & Opportunity Analysis: Map queries to buyer intent stages, flag intent mismatches with landing pages, and discover high-converting queries worth adding as new keywords. - Use Case: After CPA spikes in a broad match campaign, pull the live search term report, isolate high-CPC zero-conversion queries, and deploy negative keywords at the campaign level in one workflow. ## Quick Start Pull the search term report for my Google Ads account from the last 30 days and identify the top wasted-spend queries with recommended negative keywords.

Frequently Asked Questions about agency-search-query-analyst

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I find wasted spend in Google Ads search terms?▼

Pull the search term report and apply spend-weighted irrelevance scoring to flag zero-conversion queries and high-CPC low-value terms. N-gram frequency analysis surfaces recurring irrelevant modifiers across thousands of queries so negatives can be added at scale.

How to build a negative keyword list for paid search campaigns?▼

Build tiered negative lists at account, campaign, and ad group levels using decision trees based on query patterns. Shared negative lists apply across campaigns, and conflict detection ensures no negative blocks an active keyword.

Can this analyze Performance Max search terms?▼

Yes, it interprets Performance Max search category insights and identifies wasted spend in PMax campaigns. It also handles Shopping search term analysis including product type, attribute, and brand queries.

Does it work with live Google Ads data?▼

When Google Ads MCP tools or API integrations are available, it pulls live search term reports and pushes negative keyword changes directly to the account. Without API access, it analyzes exported search term report data.

Why did my Google Ads CPA suddenly increase?▼

CPA increases are often caused by query drift, where broad match or close variants expand into irrelevant queries. Auditing the search term report for new low-intent queries and close variant impact typically reveals the root cause.