Search Query Intent Classification Architect
Classify search queries by intent, topic, journey stage, urgency, ambiguity, and content opportunity without inventing volume or ranking data.
Search Query Intent Classification Architect is a free AI skill for search & content growth. Classify search queries by intent, topic, journey stage, urgency, ambiguity, and content opportunity without inventing volume or ranking data. It works with Claude, ChatGPT and is ready to use out of the box.
About this skill
Classify search queries by intent, topic, journey stage, urgency, ambiguity, and content opportunity without inventing volume or ranking data. It applies a structured workflow, labels assumptions, and produces implementation-ready guidance with ownership, controls, edge cases, and validation.
What it does
The skill analyzes goals, evidence, stakeholders, workflows, dependencies, constraints, and risks; converts them into a practical operating model; and produces explicit rules, responsibilities, exceptions, controls, tests, and rollout guidance.
What is included
- Analysis context
- Intent taxonomy
- Topic taxonomy
- Classified query table
- Ambiguous queries
- Existing-page mapping
- Content gaps
- Cannibalization risks
How to use it
1. Download the search-query-intent-classification-architect-SKILL.md file 2. Upload it to your AI, operational, or project workspace 3. Provide the current process, users, goals, evidence, and constraints 4. Add ownership, approval, risk, and implementation requirements 5. Use the output for design, review, testing, or rollout
Examples
Classify Search Console queries for an AI resource website into informational, comparison, transactional, navigational, and troubleshooting intent.
A complete professional deliverable with context, decisions, ownership, workflows, edge cases, risks, controls, validation criteria, and an implementation roadmap.
FAQ
What is this skill for?
Will it invent facts or results?
Can it improve an existing process?
Does it include edge cases?
Can it assign ownership?
How is this different from generic advice?
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