A company glossary is the only way to prevent AI “hallucinations” of brand terms: by enforcing terminology rules in your CMS content translation, you ensure that keywords remain consistent across every language.
When you expand your website into new languages, every translated phrase needs to sound like your brand. A company glossary is how you keep that consistent: it fixes your terminology so translations don’t drift from one page, or one language, to the next.
Why a glossary matters
Your glossary is the reference that keeps every translation speaking the same brand language. Used properly, it avoids:
- Inconsistent terminologies that may erode brand confidence.
- Disjointed messaging that fails to connect with local audiences.
- Wasted time revising translations that don’t align with your guidelines.
Integrating your glossary means every output, from homepages to FAQs, speaks with the same voice: this consistency is a critical asset, especially when poorer, automated translations risk costing you both time and credibility.
What Weglot handles well
Weglot gets website translation running quickly. It automatically handles complex technical aspects such as hreflang tags and URL structures. Here’s why Weglot is a go-to tool:
- Quick setup and intuitive interface: Get your website multilingual with minimal fuss.
- Automatic new content detection: No need to manually manage every update.
- Solid infrastructure for scalability: Perfect for both small business websites and extensive enterprise sites.
However, while Weglot’s default translations work well in many cases, they rely on DeepL’s API. This means they might sometimes miss the mark in terms of adhering strictly to your company glossary, especially in nuanced contexts.
Improve translations with an AI Glot glossary
This is where AI Glot comes in: a bulk file translation platform built to enforce your glossary across any platform or CMS export.
Source: "Invite team members to your Smart-Sync Workspace."Output: "Invitez les membres de l'équipe dans votre Synchronisation-Intelligente Espace."Output: "Invitez les membres de votre équipe dans votre espace de travail Smart-Sync."Why AI Glot is essential for glossary enforcement:
Most glossaries fail for the same reason: the engine is told where a term appears, but never why it is fixed. AI Glot is built the other way round.
- Applied as meaning, not as find-and-replace: a machine translator’s glossary substitutes the word wherever it matches and leaves the grammar around it to cope. AI Glot receives your glossary together with the brief and the surrounding text, and writes each string with the term already decided, so gender, case and word order come out of the same pass.
- It lives in the workspace, not in one job: a glossary belongs to a language pair, and every later file in that pair picks it up automatically. Nobody has to remember to attach it, which is the only reason the twentieth export still agrees with the first.
- Edits land on the next batch, never mid-file: the glossary is read when the plan is built. A job already running keeps the terms it started with, so you never get a file that is half old wording and half new.
- Keep it an exception list, not a dictionary: every saved term travels with every matching request, so a bloated list costs you on each file. Reserve it for product names, UI labels and the keywords you rank on. See our SEO website translation guide and how to rank for localised keywords.
- An agent can fill it for you: glossaries are reachable over the REST API, the CLI and the MCP server, so a coding agent that already knows your catalogue or your repository can propose the terms and save them before the first file is translated.
- 1Lock brand termsSave product names and SEO keywords per language pairWorkspace glossary
- 2Export CMS stringsDownload CSV, JSON, or XLIFF from your CMS or WeglotSource export
- 3Run contextual batchAI Glot applies glossary rules while writing each stringPre-flight plan
- 4Re-import clean fileUpload back to your CMS with 100% term consistencyProduction live
Step-by-step guide: Glossary-driven translation workflow
Here’s a concrete process for using your company glossary through Weglot and AI Glot:
1. Set Up Weglot on Your Website:
Install Weglot to automatically detect and translate new content. Ensure you’re on the Advanced Plan to access CSV import/export features.
2. Export Your Translations:
Download your existing translations as a CSV file from Weglot. This file becomes your canvas for improvement.
3. Process with AI Glot:
Upload the CSV file into AI Glot. The tool uses your company glossary along with AI-powered contextual analysis to refine every translation. We have a detailed guide on how to translate CSV files with AI if you need a walkthrough.
4. Re-import Enriched Translations:
Download the enriched CSV file from AI Glot and upload it back into Weglot. Instantly, your website now features translations that reflect your brand’s voice accurately.
5. Maintain Consistency with Regular Updates:
For every new page or content update, repeat this process. This keeps your website aligned with your branding and international SEO strategies at every turn.
Best practices for glossary and SEO
A few things that make the glossary actually pay off, alongside a SEO website translation guide for the keyword side:
- Blend manual and automated translation: use a human for critical pages like the homepage, and AI Glot for high-volume content like blog posts and FAQs.
- Adapt keywords locally: direct translations of keywords often miss local search intent. Pair your glossary with localised keyword research.
- Keep the glossary current: add new terms as your brand and product evolve, rather than letting it go stale.
- Watch the metrics: bounce rate and time on page by language will tell you whether the translations are landing.
Conclusion
A company glossary keeps your brand consistent across languages. Weglot handles the technical setup, and AI Glot applies your glossary at scale so translations stay accurate as you add pages and languages.
Sign up to AI Glot to get started.