Keyword Intent Classifier

Keyword Intent Classifier MCP Connector for Claude

A+

Categorize search keywords by intent, length, and marketing funnel stage.

2 tools Official Updated Oct 1, 2026 Official Vinkius Partner

The Keyword Intent Classifier connects AI agents to a rule-based engine that analyzes search queries. Using classify_keyword and batch_classify_keywords_tool, you can determine if a keyword is Informational, Navigational, Commercial, or Transactional. The tool also identifies keyword length distribution (Head, Body, Long-tail) and maps keywords to the appropriate marketing funnel stage: TOFU, MOFU, or BOFU. This is essential for SEO strategy and content planning.

keyword-researchsearch-intentseo-toolscontent-strategymarketing-automation

2 tools expose this connector's capabilities to your AI agent.

classify_keyword

Classify a single keyword into an intent category

classify_keywords_batch

Classify a list of keywords in bulk

See how to talk to your AI agent using Keyword Intent Classifier.

Classify the keyword 'best running shoes for marathons'

Intent: Commercial, Confidence Score: 0.85, Length Category: Long-tail, Funnel Stage: MOFU

What is the intent of 'how to bake a cake'?

Intent: Informational, Confidence Score: 0.9, Length Category: Body, Funnel Stage: TOFU

Analyze the keyword 'buy iphone'

Intent: Transactional, Confidence Score: 0.95, Length Category: Head, Funnel Stage: BOFU

The engine uses a predefined lexicon of intent-signal modifiers like 'how to', 'buy', or 'best' to assign categories and confidence scores.

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