Amplibee
What is LLM Agent Translation?
It is a Shopify app that translates your store. It studies your store first, learns your brand voice and then localizes each field for the market you pick.
The listing headline is “Translate your store in your brand voice, with local search wording and quality checks built in.”
How does it work?
The app reads your store content, learns the voice, translates for a chosen market and checks the result before anything is written to Shopify.
- Reads products, collections, pages, articles and theme text
- Learns your brand voice and researches local SEO and AI-search wording for each market
- Keeps glossary terms, HTML, links, prices and product codes intact
- Runs quality checks before translations are written to the store
- Scheduled updates retranslate only the paragraphs that changed
Which AI models does it use?
The listing names two choices: GPT-6 Luna for everyday work and GPT-6 Sol for flagship content.
The listing does not say how the two differ in quality or speed beyond that description.
How much does it cost?
It is free to install and charges per token, with no monthly fee. New stores get 500K free tokens, and one-time packs are sold after that.
The listing also shows estimated charges in Indian rupees and says charges are billed in the store’s billing currency at the exchange rate on the day of each charge.
- Starter: $6 for 2M tokens ($3.00 per 1M)
- Growth: $30 for 12M tokens ($2.50 per 1M)
- Scale: $60 for 27M tokens ($2.22 per 1M)
Which languages are supported?
The listing names English, German, Spanish, French, Portuguese (Brazil) and Chinese (Simplified).
What does it need access to?
It works with Shopify Admin. The listing says it requests access to store owner and blog contributor information, and to view and edit products, collections, the Online Store and theme, metaobjects, locales, Shopify Markets settings, navigation and translations.
Read the permissions on the Shopify listing before installing.
Alternatives to LLM Agent - GPT AI Translation
Store translation tools range from Shopify’s own free app to dedicated translation services. LLM Agent Translation is built around learning the store’s voice first and charging per token instead of a monthly plan.
- Translate & AdaptShopify’s own app for translating store content.apps.shopify.com/translate-and-adapt ↗
- LangifyA Shopify app for building a multilingual store.apps.shopify.com/langify ↗
- TranscyA translation and localization tool for Shopify stores.transcy.io ↗
- WeglotA website translation service that works with Shopify and other platforms.weglot.com ↗
How LLM Agent - GPT AI Translation compares
| Option | Best for | Trade-off |
|---|---|---|
| LLM Agent - GPT AI Translation | Shopify stores that want a brand-voice translation with local search wording and pay only for what they use | Six languages are listed, and it has one review so far |
| Translate & Adapt | A first step with Shopify’s own tooling | Does not describe learning a brand voice or researching per-market search wording |
| Langify | Stores that want a dedicated translation app | A different pricing model and workflow from pay-per-token |
| Transcy | Stores comparing translation apps | Check its current plans and features on its site |
| Weglot | Teams that want one translation service across platforms | A subscription service rather than a one-time token pack |
LLM Agent Translation is a fit when you want your Shopify store translated in its own voice, with market-specific search wording, and prefer paying per token. If you want a long track record, check reviews and the options above first.
Questions people ask about LLM Agent - GPT AI Translation
What is LLM Agent Translation?
A Shopify app by Ecomwith that learns your store’s brand voice and translates and localizes its content, with local SEO and AI-search wording per market.
Is it free?
It is free to install and new stores get 500K free tokens. After that you buy one-time token packs, from $6, with no monthly fee.
Which AI models does it use?
GPT-6 Luna for everyday work and GPT-6 Sol for flagship content, according to the listing.
Will it break my HTML, links or prices?
The listing says glossary terms, HTML, links, prices and product codes stay intact, and that each translation is checked before it is written to Shopify.
Does it translate only what changed?
Scheduled updates retranslate only the paragraphs you changed, according to the listing.
Which languages can it translate into?
English, German, Spanish, French, Portuguese (Brazil) and Chinese (Simplified) are listed.
How many reviews does it have?
At the time of listing, one review on the Shopify App Store, rated 5.0. That is a small sample, so read the reviews yourself.
What are the alternatives?
Shopify’s own Translate & Adapt app, Langify, Transcy and Weglot are other ways to translate a Shopify store.
