LLM Agent - GPT AI Translation
Shopify app that translates a store in its own brand voice
About LLM Agent - GPT AI Translation
LLM Agent - GPT AI Translation is a Shopify app, made by Ecomwith, that translates an online store in the store's own voice. Before it translates anything it reads the store - products, collections, pages, blog articles and theme text - and learns how the brand writes. It then localizes each field for the market you choose, rather than translating word by word, and researches local search and AI-search phrasing so the translated pages read the way shoppers in that market actually search.
The app protects the parts of a store that machine translation tends to break: glossary terms you want kept as they are, HTML, links, prices and product codes all stay intact, and every translation passes a quality check before it is written back to Shopify. The listing offers two models, named GPT-6 Luna for everyday work and GPT-6 Sol for flagship content. Pricing is pay as you go: the app is free to install, new stores get 500K free tokens, and after that you buy one-time token packs from $6, with no monthly fee. It launched in May 2026 and had one review when we checked, so it is a young app.
Install the app from the Shopify App Store and let it study the store's existing content to learn the brand voice. Choose the target market and language, then pick a model: Luna for everyday catalog work or Sol for content that matters most, such as the home page or a flagship product. Add glossary terms that must not be translated, such as brand and product names. The app localizes each field, keeps HTML, links, prices and product codes untouched, runs its quality checks, and writes the approved translations to Shopify. Later, scheduled updates retranslate only the paragraphs you changed instead of the whole page, which saves tokens.
- •Brand-aware translation - the app learns the store's voice first and translates in it, with a choice of two GPT models.
- •Market-specific SEO phrasing - local search and AI-search wording researched for each market.
- •Glossary and protected content - glossary terms, HTML, links, prices and product codes are preserved.
- •Pre-write quality checks - every translation is checked before it reaches the live store.
- •Incremental updates - scheduled runs retranslate only the paragraphs that changed.
- •Pay-as-you-go tokens - one-time packs with no subscription, cheaper per token in larger packs.
It is for Shopify merchants selling into more than one language market: a small store translating its first catalog, a shop with a growing number of products or blog posts, and multi-language stores that keep content in sync across markets. Merchants who were let down by literal machine translation and want copy that sounds like the brand will get the most from the voice-learning step. The pricing suits stores that translate in bursts rather than continuously, since there is no monthly fee. The app supports English, German, Spanish, French, Brazilian Portuguese and Simplified Chinese.
Pricing
One time purchase, not a subscription
- Starter$6 once
- Growth$30 once
- Scale$60 once
From the vendor pricing page, 2026-11-04
