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Glossary Extractor
Turn your content into a ready-to-use glossary in minutes
Every serious localization project needs a glossary – and pulling the right terms out of your content by hand is slow, repetitive work. This tool does it for you: upload a file, get a structured term base back in minutes, with each term defined, counted, and (if your file is multilingual) translated. It pairs algorithmic term-finding with an AI cleanup pass, so the result is accurate enough to ship with just a quick review. It's free and requires no signup.
Hi everyone!
We're back with another tool for localization specialists. Any serious localization project needs a glossary – terms, definitions, DNT (do-not-translate) items – and scanning content to pick the right ones is a slow, unglamorous task.
At Alconost we're set on making the localization workflow faster, so we built this to speed up term extraction: upload your file, get a ready term base back.
You'll still want to check and maybe edit it, but it saves a lot of time. It's free and needs no signup – give it a try and tell us what you think.
What file types does it handle best, like docs and PDFs, or plain text and spreadsheets?
Will it handle a large file? Are there any limits on the file size or word count?
Joining the others here – happy our tool is finally out. If you work with multilingual content, try uploading a translation memory specifically: you'll see our Glossary Extractor come back with translations attached per language. Curious what you all think.
Hi Product Hunt! We built this because prepping terminology for a localization project is often a time-consuming task – and with our Glossary Extractor it can be done much faster. The tool does the boring part: an algorithmic pass pulls candidate terms from your file, then AI removes the noise, and the counts are calculated exactly in code (not guessed by a model). You upload what you already have – JSON, XLIFF, Excel, CSV, plain text – and get a structured glossary back in minutes. It's free. Would love your honest feedback.
We made this mainly for localization teams and LSPs – the people who know how long terminology prep really takes. It's part of a small ecosystem of tools we're building, and yes, some of them (this one included) are free, partly as our contribution to the industry. Would really love to hear from other loc folks here: what does your current terminology workflow look like?
About Glossary Extractor on Product Hunt
“Turn your content into a ready-to-use glossary in minutes”
Glossary Extractor was submitted on Product Hunt and earned 57 upvotes and 18 comments, placing #17 on the daily leaderboard. Every serious localization project needs a glossary – and pulling the right terms out of your content by hand is slow, repetitive work. This tool does it for you: upload a file, get a structured term base back in minutes, with each term defined, counted, and (if your file is multilingual) translated. It pairs algorithmic term-finding with an AI cleanup pass, so the result is accurate enough to ship with just a quick review. It's free and requires no signup.
Glossary Extractor was featured in Languages (14.4k followers), Developer Tools (515.5k followers) and Artificial Intelligence (473.1k followers) on Product Hunt. Together, these topics include over 185.3k products, making this a competitive space to launch in.
Who hunted Glossary Extractor?
Glossary Extractor was hunted by Margarita Shvetsova. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
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Margarita Shvetsova