AI Text Summarizer

AI Text Summarizer is a name worth correcting on arrival: no language model is involved. It picks out the few sentences carrying the most of your text's own repeated vocabulary and hands them back word for word.

Each word is counted after a short English stop-word list is set aside, every sentence is then scored by the summed frequency of the words in it divided by the square root of its length, and the three highest-scoring sentences are reprinted in the order they appeared, verbatim. Nothing is generated, so no sentence in the result is one you did not write — and because the ranking only knows about repeated words, a passage shorter than 40 words is refused rather than handed back as its own summary. It reads pasted text and .txt files; a PDF is sent on to the PDF Summarizer, which pulls the text layer first, and a .docx cannot be opened here at all.

The counting and the ranking both run in the page. A draft report, an embargoed paper or a memo you are not supposed to forward can be scored without being transmitted, and because no model is consulted there is no third party in the path to consult one.

Finding the load-bearing sentences in a long article before committing to read it, lifting quotable lines out of a transcript, seeing which terms a piece actually repeats, and getting a length and reading estimate for something you have been sent.

Also known as: summarize article · ai summary generator · executive summary maker · condense text ai