search-query-analyst

Analyze search queries and classify intent for paid search campaigns.

2|Updated Jun 30, 2026
One-click install
npx skills add https://github.com/Canhada-Labs/ceo-orchestration --skill search-query-analyst-canhada-labs
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: search-query-analyst
Source: https://github.com/Canhada-Labs/ceo-orchestration/tree/main/.claude/skills/domains/paid-media/skills/search-query-analyst
Command: npx skills add https://github.com/Canhada-Labs/ceo-orchestration --skill search-query-analyst-canhada-labs

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill addresses the challenges of maintaining a high-quality paid search campaign by providing detailed analysis of search queries, intent classification, and negative keyword management.

Core Features & Use Cases

  • Query Analysis: Analyze search queries for relevance, intent, and performance.
  • Intent Classification: Classify queries into transactional, commercial, informational, and navigational categories.
  • Negative Keyword Management: Identify and manage negative keywords at account, campaign, and ad-group levels.
  • Use Case: If you're experiencing CPA degradation in your paid search campaigns without changes to bids or budgets, this Skill can help identify irrelevant queries and optimize your campaigns.

Quick Start

Use the search-query-analyst skill to analyze search queries in the 'search-queries' directory and generate a report on negative keywords and intent classification.

Frequently Asked Questions about search-query-analyst

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

FAQPage Schema
How do I identify irrelevant search queries in my paid search campaigns?

Search query analysis classifies queries into transactional, commercial, informational, and navigational categories to determine user intent, allowing you to filter irrelevant traffic and optimize paid search campaigns for better relevance.

Why does my paid search CPA degrade without changes to bids or budgets?

Paid search CPA degradation without bid or budget changes often stems from irrelevant search queries draining spend, requiring query analysis and negative keyword management to identify and exclude poor-performing terms.

What's the best way to manage negative keywords across my paid search account?

The best way to manage negative keywords is to analyze search query performance and apply negative keywords strategically at the account, campaign, and ad-group levels to block irrelevant traffic and optimize overall campaign performance.

How do I classify search intent for campaign optimization?

To classify search intent for campaign optimization, categorize search queries into transactional, commercial, informational, and navigational groups to isolate high-value traffic and refine your paid search targeting strategy.

Do I need campaign performance metrics for search query analysis?

Yes, you need campaign performance metrics alongside search query data to perform effective search query analysis, as algorithms require this combined data to identify irrelevant traffic and optimize your campaigns accurately.