What you can do with this N-gram analyzer

1. Enter URLs – Paste one or more URLs (each on a new line).

2. Choose Analysis Type – Select whether you want to analyze the Meta Title or the On-page Content.

3. Select N-gram Size –

• 1-gram → Single keywords
• 2-gram → Common two-word phrases (like digital marketing, content strategy)
• 3-gram → Longer keyword phrases

4. Run the Analysis – The tool scrapes your selected content, removes stopwords, and runs a frequency analysis using NLP (Natural Language Processing).

5. Get Results Instantly –

• View the Top N-grams in a table and chart format.
• Combine data from all pages or analyze each one separately.

How N-gram helps with Keyword Research

Understanding n-grams is like getting an X-ray view of your website’s keyword structure.

• Spot Keyword Patterns: See how your target terms are naturally used in content and titles.
• Identify Over-Optimization or Gaps: Too many repeated phrases might signal keyword stuffing, while missing key terms could indicate optimization gaps.
• Find Long-Tail Opportunities: 2-gram and 3-gram results reveal long-tail keyword ideas that are contextually relevant and often easier to rank for.
• Competitor Insights: Analyze competitor pages to see what keyword clusters they target most.
• Content Planning: Use top recurring n-grams as inspiration for blog topics, headings, or supporting content.

Essentially, n-gram analysis bridges the gap between keyword data and real content usage, helping SEOs align strategy with on-page optimization.