# Learn from the pages AI cites for your prompts

Canonical: https://devtune.ai/changelog/winning-pages-briefs

Published: 2026-09-27T00:00:00.000Z



Each action lists the pages winning its prompts, marked **Competitor** or **Third-party**. Its brief studies those same pages, so your draft learns from what AI already cites. Every brief still follows your content preferences: only the formats you allow, and your style notes.



Suggestions build on your existing content. When one of your pages already covers a question, DevTune recommends refreshing it. Suggestions focus on questions your product can answer. Agents build on open drafts rather than starting overlapping work. Actions are ranked by opportunity across prompt gaps, citations to defend, pages AI asks for that don't exist yet, and page audits.