Start with search evidence
The same claim in two languages should point to the same evidence chain and same version rhythm.
A bilingual site is a shared evidence repository with two entry points.
Visibility is not demand
The useful question is not whether the page appeared somewhere; it is whether the search term, page promise, and next action fit the same reader job.
Check the page path
- Standardize evidence, then write language-specific versions that preserve claim order and proof links
- Keep the test narrow: one low-risk task or tool entry before connecting permissions, logs, failure handling, and human takeover to production
What still needs proof
Mismatched bilingual claims can distort AI summaries and user expectations. Keep the original source open so the announcement, the evidence, and this site's interpretation stay separate.