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Keyword Density Analyzer

Measure keyword frequency and density in any text — spot keyword stuffing before search engines do.

Detected script
Meaningful tokens
Unique keywords
Top density
Flagged terms
Keyword Count Density Status

How terms are counted

Density plus placement, not just percentages

See which terms dominate, where they appear (title, headings, first 100 words) and whether long-tail variants beat single-word stuffing.

📊

Density, not just counts

Every keyword gets a share-of-text percentage computed against the meaningful tokens — 10 mentions in a 200-word article is clearly different from 10 in 2,000 words.

⚠️

Keyword-stuffing alerts

Terms repeated past about 3% of the text with at least three mentions get a warning badge — the classic pattern that reads as spam to both users and search engines.

🌐

Chinese text included

Chinese has no spaces between words, so the analyzer extracts character bigrams — the standard no-dictionary technique — instead of pretending English word splitting works.

Frequently asked questions

What is a good keyword density?

Search engines publish no official number. In practice, natural copy usually sits between 1% and 3% per keyword; this tool flags terms past about 3% with at least three mentions as worth trimming — a sign to edit, not a guaranteed penalty.

How does it handle Chinese text?

Chinese has no word boundaries, so the tool analyzes adjacent character pairs (bigrams) and filters out pairs containing common function characters like 的了在. That is the standard no-dictionary approach — no segmentation model required.

Is my text uploaded anywhere?

No. Everything runs in your browser; the text never leaves your device. Paste freely, including drafts and client copy.

Is there an ideal keyword density?

No magic number exists — modern ranking cares about topic coverage and placement. Use density to spot accidental repetition, not to hit a quota.

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What is a keyword density analyzer?

This tool measures how often each meaningful term repeats in a piece of text and turns it into a share-of-text percentage. Search engines treat keyword repetition as one signal among hundreds: used naturally, repetition is how a page signals its topic; overdone, it can read as keyword stuffing. The analyzer gives you the numbers so you can find that balance before you publish.

What it can do

  • 🚀 Count every meaningful word and Chinese bigram with its frequency
  • 📊 Density percentage for each keyword — its share of the text
  • ⚠️ Warning badges on terms repeated past about 3% with three or more mentions
  • 🌐 English stop-word filtering plus Chinese function-character filtering
  • 🔍 Live results as you type or paste

When to use it

  • 📝 Before publishing a blog post — check no keyword reads as spammed
  • ✏️ Editing SEO copy — find the term you accidentally repeated twenty times
  • 📋 Auditing a page you bought or inherited from an agency
  • ⚖️ Comparing your density against a competitor's page

Privacy: analysis happens entirely in your browser. Your text is never uploaded, stored, or sent anywhere.

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