N-gram Generator

How to use N-gram Generator

1. Open N-gram Generator — it runs entirely in your browser with no setup.
2. Paste or type your input into the text area, or upload a file where supported.
3. Set any options you need. The result appears in the output panel — there is no upload step and no waiting on a server.
4. Review the output instantly; large inputs are handled locally without lag.
5. Copy the result to your clipboard or download it. Your data never leaves the page.

Why use N-gram Generator?

• 100% free with no limits, no sign-up and no watermarks.
• Private by design — your data are processed in your browser and never uploaded to a server.
• Fast and lightweight, with instant results even on a phone or a slow connection.
• Works everywhere — any modern browser on Windows, macOS, Linux, Android or iOS.
• Part of a full text tools suite, so related ngram tasks are one click away.

What people use N-gram Generator for

• Finding the phrases that repeat across a page of copy before rewriting it.
• Checking which two- and three-word combinations a competitor's article leans on.
• Pulling candidate key phrases out of a transcript or a set of support tickets.
• Spotting unintentional repetition in a draft, where the same three-word phrase appears in four paragraphs.

N-gram Generator: limits and things worth knowing

• An n-gram is a run of n consecutive words. Bigrams and trigrams are the useful sizes for text analysis: unigrams are just a word count, and anything above four words rarely repeats often enough to be informative.
• Stop words dominate raw n-gram counts — 'of the' will out-rank anything meaningful in almost any English text. Filtering them is what turns the output into a list of topics rather than a list of grammar.
• Frequency alone is not importance. A phrase appearing four times in a short page can matter more than one appearing twenty times in a long one, which is why the density figure is shown alongside the raw count.
• This is a description of the text you supplied, not a ranking signal. Keyword density has not been a meaningful factor in search ranking for well over a decade, and writing to hit a density target reliably produces worse copy.
• The text is analysed in your browser, so an unpublished draft or a client document can be examined without it being transmitted anywhere.

Is it private and secure?

Your privacy is built in. N-gram Generator runs completely on your device, so whatever you enter stays in your browser and is never transmitted, logged or stored on any server.

Network activity: none. Nothing is sent and nothing is fetched. This tool makes no network request at all once the page has loaded — which is why it keeps working if your connection drops.

You do not have to take that on trust — our privacy proof page publishes the Content-Security-Policy that enforces it, lists every third party it permits, and shows how to verify the whole claim yourself.

Learn more

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