AI chatbot for WPML: answers in the visitor's language, every time
SleekAI joins WPML's icl_translations table to pick the right translated post for the active language and tells the model to reply natively in that language, so the answer lands in the visitor's locale with the right translated content behind every reply.
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One bot, every language WPML supports
WPML stores translation relationships in the icl_translations table and exposes the active language through its API. SleekAI joins that table to map a post to its current-language translation and pulls the version that matches the visitor's locale into the bot's context. The model is instructed to answer in that language, so a German visitor reading an article gets a German reply grounded in the German translation, not a translated-on-the-fly version of the English source.
The chat widget supports per-language welcome messages, placeholders, and presets through WPML's String Translation. That means a French page shows a French opener and French preset questions; a Spanish page shows Spanish ones. Switching the WPML language switcher mid-session updates the bot's locale on the next reply, so the conversation flips cleanly when the visitor changes their mind about which language to read in.
For WooCommerce sites running WPML's WooCommerce Multilingual extension, products and product translations feed the bot the same way. A pre-sale question on a French product page references the French product description, French price, and French stock state, even though the product is internally a translation of the source product. The translation layer is owned by WPML; SleekAI's job is to use it correctly without forcing a separate setup per language.
Workflow
How SleekAI plugs into WPML
Read icl_translations
Instruct in the locale
Localize the widget
Configure per-language conditions
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A typical WPML conversation
Comparison
Generic chatbot vs SleekAI for WPML
Generic chatbot
- Ignores WPML's icl_translations table
- Picks the source post regardless of language
- Replies in English on a German page
- No per-language welcome message
- Cannot scope a bot to one language
SleekAI chatbot
- Reads icl_translations to resolve the right post
- Replies in the active WPML language
- Per-language welcome and placeholder copy
- Display conditions per language
- Works with String Translation for UI labels
Features
What SleekAI gives you for WPML
Language-aware context
Joins icl_translations to grab the translated post for the active language so the bot answers from the right content, not the source language version.
Match the visitor
Switch the WPML language and the next reply matches automatically, with the prompt context refreshed to point at the new translation.
Per-language bots
Run a different bot per language with display conditions on the WPML language code, useful when one locale needs a specialized prompt or model.
Use cases
Where teams use this for WPML
Global support
One support bot covers every WPML language with no duplicate setup, grounded in the translated articles for each locale instead of the source.
International marketing
Pre-sales answers in the visitor's language, citing the translated product description and price, lift conversion on European storefronts.
Education
Course portals serve the lesson in the student's language using WPML translations, so the tutor bot speaks the same language as the materials.
The bigger picture
Why a WPML-aware bot beats locale guessing
WPML sites carry serious translation investment. Posts, products, taxonomies, custom fields, and UI strings all have a translated counterpart, and the editorial team has spent weeks lining them up. A chatbot that ignores all that work and answers from the English source on a German page is throwing the investment away.
The German visitor reads the German page, asks a question, and gets a reply pulled from English content, often with the wrong product name, the wrong term, or the wrong tone. SleekAI uses the translations the team already produced. By joining icl_translations and asking the model to respond in the active language, the bot's reply is grounded in the German page's actual content.
For ecommerce, SaaS, and content sites running WPML across European languages, that grounding is the whole point of the multilingual setup; the bot is just the latest surface on top of it. The economic case is straightforward: the translations are paid for, and a bot that uses them correctly earns conversion across every locale instead of just the source language.
Questions
Common questions about SleekAI for WPML
No. SleekAI reads WordPress content directly through the icl_translations join and asks the model to reply in the active language. Translation memory is what WPML uses to suggest translations for editors, not a runtime layer for chat replies. The bot's grounding is the published translated post; the model handles language fluency natively without needing a memory pass.
 The chat widget supports RTL automatically when WPML sets the locale direction. Arabic, Hebrew, Persian, and Urdu pages flip the widget layout, message alignment, and input direction. Custom widget CSS should include RTL equivalents so styling stays consistent. WPML handles the locale direction signal; SleekAI consumes it without a separate config switch.
 Yes. Display conditions filter by WPML language code, so you can run a different bot per language. The common pattern is a single bot for most languages with a specialized bot for a high-value locale, like a Japanese-only bot with a tighter prompt because the company has a focused presence there. Mixing global and locale-specific bots in the same setup is supported.
 Yes. UI strings, including the chat welcome message, placeholder text, and preset suggested questions, can be translated through WPML String Translation. The bot picks up the translated string for the active language at render time. That means a French visitor sees French labels, a German visitor sees German labels, and there is no parallel translation system to maintain inside SleekAI.
 Yes. WPML's WooCommerce Multilingual extension translates products, attributes, and meta. SleekAI reads the translated product for the active language so pre-sale chats reference the right product description, price, and stock state. A French shopper on a French product page gets French answers grounded in the French product, not in the English source product. Currency switching is handled by WPML; the bot consumes the active currency context.
 OpenAI, Anthropic, Google, and OpenRouter, with your own key. Pick the model that performs best for your most-used languages. Frontier OpenAI and Anthropic models are excellent across major European languages, Japanese, and Chinese. Less common languages may benefit from a model with stronger multilingual training; SleekAI's conversation logs let you compare quality per language and switch providers if needed.
 WPML returns the source post when no translation exists, and SleekAI uses that fallback. The model is still instructed to reply in the active language, so it translates the source content into the visitor's language at generation time. The result is usually fine for incidental content gaps, but for important pages the right fix is to publish the translation in WPML rather than relying on the model's translation pass.
 WPML and Yoast or RankMath handle the multilingual sitemap; SleekAI is a chat surface, not a sitemap generator. What matters for the bot is that translated posts are accessible through the WPML API at runtime, which they are. If your SEO sitemap exposes translated URLs, the bot reads the same translations through icl_translations and answers consistently across both surfaces. The two systems coexist without conflict.
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