December 10, 2019 · West Coast Media Solutions Inc. · 12 min read
Google now uses BERT to understand searches in more than seventy languages, French included. If your site has French pages, have them written or properly translated by a fluent writer rather than left as machine translation.
From English to seventy languages
Google said yesterday that BERT, the language model it began using in October for English searches in the US, is now rolling out to Search in more than seventy languages.
BERT helps Google read a search as a sentence rather than a string of keywords, paying attention to the small words that change what a question means.
For most businesses in Canada, one language on that list matters more than the rest. French searches are now read the same way.
Which raises a question about the French pages on many Canadian websites, and who, or what, wrote them.
Who has French pages
Businesses serving Quebec, from inside the province or beyond it.
Tourism businesses hosting visitors from Quebec and France.
Firms with francophone clients in New Brunswick, Ontario or the West.
Online stores shipping across the country.
Manufacturers whose packaging already appears in both languages.
The second group is where machine translation is most tempting. A BC tourism business wants to welcome French-speaking visitors, has no French speaker on staff, and runs its English pages through a translation tool.
What machine translation still gets wrong
Translation tools have improved enormously in the last few years. The result is usually fluent at a glance, which is exactly what makes it risky: nobody on staff can tell where it went wrong.
It often chooses France's vocabulary over Canada's. Canadian French says courriel for email, fin de semaine for the weekend and stationnement for parking, where France often borrows the English word. A Quebec reader notices in the first line.
Trade terms come out literal. A word with an exact meaning in your industry is translated as its everyday meaning, and the sentence reads as if written by someone who has never done the work.
And the tone can wander between formal and familiar from one sentence to the next, which a French reader hears at once.
Why BERT makes the gap matter
BERT changes how Google understands the search. It does not rewrite your page, and it does not reward or punish translation as such.
What it does is read a French searcher's question the way they phrased it, in the words French-speaking Canadians actually use. A page written in those words answers the question; a literal translation may not contain them at all.
The visitor who arrives is the larger issue. They read three lines, see that nobody who speaks French wrote them, and judge the business accordingly.
Google's own view of automatic translation
None of this is new advice from Google. Its guidelines have long listed text translated by an automated tool and published without human review as an example of automatically generated content.
That puts unreviewed machine translation in the same family as other content produced without a person, which Google says it may take action against.
A translation tool used for a first draft, which a fluent writer then corrects and adapts, is a different thing. The human review is the point.
A worked example
A family-run campground and RV park in the Kootenays sits on a route many summer travellers from Quebec take west. Its French pages had been produced by a translation tool when the site was built.
Full hookup sites came out as a literal phrase no camper uses. French-speaking campers in Canada know the same thing as a site with trois services: water, electricity and sewer.
The deposit policy, translated sentence by sentence, was unclear about refunds, and French-speaking guests kept emailing in English to ask what it meant.
A fluent Quebec writer rewrote the French pages from the English, rather than correcting the translation line by line, and left a short list of the park's own terms for future updates.
The French pages now have their own addresses, titles and descriptions, and booking confirmations go out in the language the guest booked in.
Writing French pages properly
Start with the pages customers act on: services, prices, booking and contact. A French home page that leads to English booking forms helps nobody.
Give the writer a glossary of your own terms, with what each means in practice, so every page uses the same words for the same things.
Translate everything a visitor meets, not only the paragraphs: menus, buttons, form labels, error messages, image descriptions and the emails the site sends.
Titles and descriptions come first
A French searcher meets your page in the results before they meet it on screen: as a title, with a short description beneath it.
Pages translated by pasting text into a template often keep the English title and description, because those sit in the page's settings rather than its text. The result is an English listing for a French page.
Write a French title and description for every French page, in the words customers use. They are the first French your business shows anyone.
Separate pages Google can find
Each language needs its own pages at their own addresses, such as a French section under /fr/. A script that swaps the text on a single address may leave Google seeing only one language.
Hreflang annotations, short lines in each page's code, tell Google which French page is the equivalent of which English one, so each searcher is shown the right version.
The language switch should lead to the same page in the other language, not back to the French home page. And let visitors choose, rather than redirecting them automatically by their browser's language.
The counter-case
A business with no French-speaking customers does not need French pages, and should not add machine-translated ones to look bilingual.
A small business with some francophone customers may be better served by one well-written French page, covering the services and how to get in touch, than by a full translation it cannot keep current.
Smaller and properly written beats complete and machine made. Whatever the size, the French pages should read as if a French speaker wrote them, because one did.
The French pages, in order
List every page that exists in French.
Ask a fluent reader to mark what reads badly.
Start with the pages customers act on.
Give the writer a glossary of your terms.
Translate titles, buttons and emails too.
Connect each pair of pages with hreflang.
Update both languages whenever one changes.
Step seven keeps the work from decaying. French pages rewritten once and then forgotten fall behind the English within a season, still describing prices and services that have changed.
That BERT, which began helping Google understand English searches in the US in October, is rolling out to Search in more than seventy languages, French included.
Does BERT penalise machine-translated pages?
Not as such; it changes how Google reads searches. But Google's guidelines have long treated unreviewed automatic translation as automatically generated content, and readers notice it immediately.
What does machine translation get wrong in French?
It often uses France's vocabulary rather than Canada's, translates trade terms literally, and drifts between formal and familiar tone, which a French reader hears at once.
Which French pages should be fixed first?
The ones customers act on: services, prices, booking and contact. A French home page that leads to English forms helps nobody.
How does Google find the French version?
Give each language its own addresses, link each pair with hreflang annotations, and let visitors choose their language rather than redirecting them automatically.
Can a small business have one French page?
Yes. One well-written French page covering the services and contact details is better than a full machine translation nobody can keep current.
West Coast Media Solutions Inc. provides web design, web development, hosting, digital marketing, and business consulting to organisations across Canada, drawing on more than twenty-five years in the field.
French pages written by a translation tool?
Have a fluent reader mark what reads badly. We will set up the French pages, hreflang and language switch properly.
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Effective Date: April 2026 | West Coast Media Solutions Inc., Vancouver, BC, Canada
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Effective Date: April 2026 | West Coast Media Solutions Inc., Vancouver, BC, Canada
Legal Terms
1. Company Information
This website is owned and operated by West Coast Media Solutions Inc., a corporation incorporated federally under the Canada Business Corporations Act (corporation number 641461-3) and extraprovincially registered in British Columbia (registration number A0143178). Our registered office is located at 2400 - 1111 West Georgia Street, Vancouver, BC V6E 4S4, Canada. Telephone: (800) 959-4590.
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Last updated: April 2026
Accessibility Statement
1. Our Commitment
West Coast Media Solutions Inc. is committed to ensuring digital accessibility for people of all abilities. We continually work to improve the user experience for everyone who visits our website and strive to conform to applicable accessibility standards and guidelines. We believe the internet should be available and accessible to anyone, and we are committed to providing a website that is accessible to the widest possible audience.
2. Standards and Guidelines
We aim to conform to the Web Content Accessibility Guidelines (WCAG) 2.1 at the AA level, published by the World Wide Web Consortium (W3C). These guidelines provide a framework for making web content more accessible to people with disabilities, including visual, auditory, physical, speech, cognitive, language, learning, and neurological disabilities. Conformance with these guidelines also helps make web content more usable for all users.
3. Measures Taken
To ensure accessibility, we have implemented the following measures across our website: semantic HTML5 markup for proper document structure and screen reader compatibility; descriptive alt text for all meaningful images; sufficient color contrast ratios between text and background elements; keyboard-navigable interface elements including menus, links, buttons, and form fields; clear and consistent navigation structure throughout all pages; responsive design that adapts to different screen sizes, devices, and zoom levels; and descriptive link text that provides context about link destinations.
4. Assistive Technology Compatibility
Our website is designed to be compatible with commonly used assistive technologies, including screen readers such as JAWS, NVDA and VoiceOver, screen magnification software, speech recognition software, and alternative input devices. We build to accessibility standards and use automated testing tools during development. Where a specific assistive technology presents a barrier, we welcome reports so we can address it.
5. Multimedia Content
We strive to ensure that multimedia content on our website is accessible. Where video or audio content is provided, we aim to include captions, transcripts, or audio descriptions as appropriate. Images used for decorative purposes are marked accordingly so they do not interfere with screen reader navigation.
6. Document Accessibility
We are working to ensure that downloadable documents and files published on our website are accessible. Where possible, we provide content in accessible HTML format in addition to or instead of PDF format. For PDF documents, we strive to ensure they are properly tagged and structured for assistive technology access.
7. Third-Party Content
Our website may include content or functionality provided by third-party services, including embedded videos, social media feeds, analytics tools, and web fonts. While we make every effort to select accessible third-party solutions, we cannot guarantee that all third-party content meets accessibility standards. We welcome feedback on any third-party content that may present accessibility barriers.
8. Ongoing Efforts
Accessibility is an ongoing effort. We regularly review our website for accessibility issues, train our content team on accessibility best practices, incorporate accessibility testing into our development workflow, conduct periodic audits using both automated tools and manual testing, and monitor feedback from users to identify areas for improvement. We are committed to addressing any issues promptly and transparently.
9. Known Limitations
Despite our best efforts, some content on our website may not yet be fully accessible. We are aware that older content, certain complex interactive elements, and some third-party integrations may present challenges. We are actively working to address these limitations and improve accessibility across all areas of our website. If you encounter a specific barrier, please let us know so we can prioritize a solution.
10. Feedback and Contact
We welcome your feedback on the accessibility of our website. If you encounter accessibility barriers, have suggestions for improvement, or need assistance accessing any content or functionality, please contact us. You can reach West Coast Media Solutions Inc. at 2400 - 1111 West Georgia Street, Vancouver, BC V6E 4S4, Canada, or by telephone at (800) 959-4590. We aim to respond to accessibility feedback within 5 business days and to resolve reported issues as quickly as possible.
Last updated: April 2026 | West Coast Media Solutions Inc., Vancouver, BC, Canada