agency-search-query-analyst

Analyze search term data to map queries to buyer intent.

Updated Apr 15, 2026
One-click install
npx skills add https://github.com/anavvanzin/Research --skill agency-search-query-analyst-anavvanzin
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: agency-search-query-analyst
Source: https://github.com/anavvanzin/Research/tree/main/cowork/integrations/antigravity/agency-search-query-analyst
Command: npx skills add https://github.com/anavvanzin/Research --skill agency-search-query-analyst-anavvanzin

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Identify and reduce wasted spend caused by irrelevant search terms in paid search campaigns, while aligning queries with buyer intent.

Core Features & Use Cases

  • Large-scale search term analysis and clustering by intent
  • Negative keyword taxonomy design at account, campaign, and ad group levels
  • Intent mapping to landing pages and campaigns
  • Ongoing optimization workflow with reporting and alerts

Quick Start

Analyze the latest search term report and draft a tiered negative keyword list to protect high-intent queries.

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 map search terms to buyer intent for paid search optimization?

To map search terms to buyer intent, you cluster query data from search term reports into a predefined intent taxonomy, then score and align those queries with matching campaigns and landing pages to isolate high-intent traffic.

What is the best way to build a negative keyword taxonomy for large campaigns?

Building a negative keyword taxonomy requires analyzing large-scale search term reports to identify irrelevant queries, then structuring those negatives across account, campaign, and ad group levels to systematically reduce wasted ad spend.

Can I use search term reports to identify intent gaps in my advertising campaigns?

Yes, applying a scoring framework to your search term reports identifies intent gaps by highlighting queries that fail to align with your active campaigns or landing pages, revealing missed opportunities for high-intent traffic.

Do I need a scoring framework to analyze search queries for negative keywords?

Yes, a scoring framework is required to objectively align queries with campaigns and landing pages. It enables consistent intent mapping across large-scale search term data to accurately separate high-intent traffic from wasted spend.

How often should I review search terms for paid search optimization?

You should apply search term analysis during monthly or weekly reviews. This ongoing optimization workflow ensures your negative keyword taxonomies and intent mapping stay aligned with active campaign performance and landing pages.