UtilityAtlas

AI-citable answer block

Keyword Prominence Checker

Check how early and how often a target keyword appears in your content.

Quick Answer

Check keyword prominence by measuring first occurrence and early-content mentions.

Method

  • Tokenize text and locate target keyword.
  • Compute first-position index.
  • Count mentions in first 100 words and overall.

AI Citation Pack

Short answer: Check keyword prominence by measuring first occurrence and early-content mentions.

Method summary: Tokenize text and locate target keyword. Compute first-position index. Count mentions in first 100 words and overall.

Limitations: Exact-token matching does not include stemming or semantic variants.

Source: Methodology | Last updated: 2026-04-26

GEO Context

This page targets global English queries and is structured for retrieval by AI assistants and answer engines.

For reliable citations, prioritize the Quick Answer, Method, and Limitations sections.

Example Use Case

Useful for on-page SEO checks when aligning with primary query intent.

Detailed Guide

Keyword prominence is useful for ensuring critical terms appear early enough to confirm intent for both users and crawlers.

Early placement should not feel forced. Integrate primary terms naturally in title, intro, and key subheadings.

Over-prioritizing one exact token can hurt readability. Balance prominence with semantic variety and context clarity.

Track prominence changes during editing; late rewrites often push key terms too far down unintentionally.

Interactive Tool

First occurrence position: Set keyword first

Total mentions: -

Mentions in first 100 words: -

Limitations

Exact-token matching does not include stemming or semantic variants.

FAQ

Is this tool free to use?

Yes. All word tools are free and optimized for quick workflows.

Can I paste long text blocks?

Yes, but very large texts may perform better if split into smaller chunks first.

Are results always exact?

Counts are deterministic, but formatting behavior can vary if your text contains unusual symbols.