Topic tag · Tools & Workflows
Practical workflows for using AI in research, briefing, editing, and publishing while keeping sources and judgment accountable.
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Open an article for the complete method, evidence, limitations, and a focused reader discussion.
French news publishers can use AI to accelerate document review, transcription, accessibility, quality control and format adaptation—while keeping human accountability and original reporting at the center. This guide maps the technical, editorial and measurement work required across Google News, Discover, AI answers and direct readership.
Google says the Gemini API will reject Standard keys in September 2026. Inventory, test, cut over, monitor, and revoke each credential without exposing it.
Gemini can help eligible owners manage one verified Google Business Profile. Use an approval ledger so drafts, edits, posts, and review replies remain accountable.
Perplexity Gateway provides model access, while Agent API is the documented route for grounded answers and citations. Choose by evidence requirements.
Use AI to organize a source-bounded brief, expose evidence gaps, and test the outline. Keep factual authority, information gain, and publication judgment with the editor.
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Practical, evidence-based answers for earning visibility in search engines and AI answers.
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