Keyword Extractor
NewExtract and rank the most frequent keywords and phrases from any text.
Top single keywords
20 maxTop 2-word phrases
10 maxTop 3-word phrases
10 maxFrequently Asked Questions
Why are words like "the", "and", or "with" missing from the results?
The extractor removes a built-in list of English stopwords before ranking anything. It also drops one-character tokens, so filler words and very short tokens never make the keyword lists.
Why do some 2-word or 3-word phrases look unnatural?
This tool builds bigrams and trigrams after stopword removal, not from the original sentence text. So a phrase can jump across removed words instead of matching the exact wording you pasted.
Does it stem or merge similar words like run, runs, and running?
No. It lowercases text, but otherwise counts exact tokens. Different forms of a word are treated as different keywords unless they are literally the same after lowercasing.
How many results does it actually show?
It shows up to 20 single keywords, 10 two-word phrases, and 10 three-word phrases. If there are not enough meaningful tokens, the phrase sections stay empty with a message explaining why.
Will this work well for languages other than English?
Not really. Tokenization only matches a-z, digits, and apostrophes, and the stopword list is English-only, so non-Latin text and multilingual copy will be underrepresented or skipped.