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seo-keyword-classifier

Groups SEO keyword maps by search intent into multiple classification versions for human selection.

21|3|Updated Mar 6, 2026
Search Tags:#content strategy#marketing#seo#search intent#keyword clustering#funnel#keyword classification
One-click install
npx skills add https://github.com/peter-tu-zynkr/zynkr-skill-builder --skill seo-keyword-classifier-peter-tu-zynkr
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: seo-keyword-classifier
Source: https://github.com/peter-tu-zynkr/zynkr-skill-builder/tree/main/skills/1-brand-marketing/seo-keyword-classifier
Command: npx skills add https://github.com/peter-tu-zynkr/zynkr-skill-builder --skill seo-keyword-classifier-peter-tu-zynkr

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve? SEO teams often group keywords by product category, which misaligns content with how users actually search. This Skill classifies a keyword map by search intent instead, producing several grouping versions so a human can pick the structure that best fits the funnel and content pillars. ## Core Features & Use Cases - Intent-Based Grouping: Classifies keywords into informational, commercial, transactional, and navigational intents using a defined taxonomy. - Multiple Grouping Versions: Produces 2-3 versions (pure intent, intent x funnel matrix, intent x five content pillars) with pros and cons for each. - Human-in-the-Loop Selection: Presents versions for the user to pick or mix before handing off to demand validation. - Use Case: After receiving a KeywordMap from an upstream keyword research step, run this Skill to screen out irrelevant terms, cluster the rest by intent, and hand a confirmed grouping to the demand-validation stage. ## Quick Start Classify this keyword map by search intent and give me a few grouping versions to choose from.

Frequently Asked Questions about seo-keyword-classifier

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

FAQPage Schema
How do I group SEO keywords by search intent?▼

Group keywords by the four search intents: informational, commercial, transactional, and navigational. This Skill applies an intent taxonomy to your keyword map and produces 2-3 grouping versions, such as pure intent groups or an intent-by-funnel matrix, for you to choose from.

Why group keywords by intent instead of product category?▼

A single product can span multiple search intents, and intent determines the article type and funnel position. Grouping by category often misaligns content with what searchers actually want, so intent-first grouping produces better content planning.

What input does the SEO keyword classifier need?▼

It expects a KeywordMap handoff packet from an upstream keyword mapping step, formatted as SEO_PACKET KeywordMap. It screens out irrelevant or zero-volume terms using a keyword SOP before clustering the remainder by intent.

Does keyword classification validate search volume or difficulty?▼

No, this Skill only classifies keywords by intent and does not validate search demand or ranking difficulty. That validation is handled by the next pipeline step, seo-demand-validator, which receives the confirmed grouping.

What are the limitations of intent-based keyword clustering?▼

Intent classification does not write articles, force product-category splits, or measure demand. A keyword may temporarily belong to multiple clusters, and its primary assignment is only decided when the grouping versions are finalized.

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