Ngram Analyzer – Decode the Phrases That Drive Rankings

Text to Analyze (article, page content, title tags, meta descriptions…)

N-gram Sizes

1-gram 2-gram 3-gram 4-gram

Filters

Remove stop words Ignore case Strip punctuation Keep numbers

Min. Frequency

Results per page

Total Words

Unique N-grams

Top Frequency

Top Density

# ▲	N-gram ▲	Frequency ▲	Density ▲	Length ▲

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Text Insights

What Is Ngram Analyzer

Discover powerful word combinations in your text. Extract unigrams, bigrams, trigrams and custom n-grams with frequency analysis.

Text Pattern Detection

Automatically identify recurring word patterns and phrases that appear most frequently in your content.

Custom N-gram Sizes

Analyze 1-gram to 9-gram combinations. Choose exactly what word sequence length you need to study.

Export Results

Download complete n-gram analysis as CSV files for further research and reporting.

Stop Word Filtering

Remove common words like "the", "and", "is" to focus on meaningful content patterns only.

Density Scoring

See percentage density for each n-gram to understand which phrases dominate your text.

Instant Analysis

Get real-time n-gram extraction as you type or paste text into the analyzer.

Visual Charts

View frequency and density data in interactive bar charts for better pattern recognition.

100% Private

All text analysis happens in your browser. Your content never leaves your device.

How Ngram Analyzer Works

Extract valuable insights from any text with powerful n-gram frequency analysis in seconds.

Input Text

Paste any article, blog post, meta description, or content you want to analyze for patterns.

Select Options

Choose n-gram sizes from 1-9, enable stop-word filtering, and set analysis preferences.

Run Analysis

Click analyze to instantly extract all n-grams with frequency counts and density scores.

Review Results

Explore ranked n-grams in table format or view visual charts showing frequency distribution.

Filter & Sort

Apply top-N filters, sort by frequency or alphabetically, and search for specific phrases.

Export Data

Download your n-gram analysis as CSV for use in spreadsheets or further research.

Advantages of Ngram Analyzer

Unlock deeper text insights with powerful n-gram analysis for SEO, research, and content optimization.

SEO Keyword Discovery

Find natural keyword phrases that search engines recognize as semantically related.

Content Strategy

Understand what word combinations dominate top-ranking content in your niche.

Competitor Analysis

Extract n-grams from competitor content to discover their keyword strategies.

Email Analysis

Study n-grams in email campaigns to identify high-converting phrase patterns.

Academic Research

Analyze linguistic patterns in text for linguistic studies and research papers.

Topic Modeling

Identify key themes and topics by analyzing recurring multi-word expressions.

Duplicate Detection

Spot repetitive phrases that may indicate poor writing or over-optimization.

Meta Tag Optimization

Analyze title tags and meta descriptions for effective keyword phrase usage.