使用內容協商（Content Negotiation）打造對 AI Agent 友善的網頁
Original: Making agent-friendly pages with content negotiation
As AI Agents (such as OpenAI GPTBot, ClaudeBot, Perplexity, and others) increasingly become the primary consumers of web content, making…
Vercel 提出利用 HTTP 內容協商（Content Negotiation）技術來優化 AI Agent 的爬取體驗。當 AI 代理（如 LLM 爬蟲）請求網頁時，伺服器可依據 `Accept` 標頭自動回傳乾淨的 Markdown 或 JSON，而非繁重的 HTML。這不僅能大幅節省 Token 消耗，還能提升 AI 理解網頁內容的精準度，是未來 Web 開發與 AIO（AI 優化）的新趨勢。
As AI Agents (such as OpenAI GPTBot, ClaudeBot, Perplexity, and others) increasingly become the primary consumers of web content, making websites more friendly to these "AI readers" has become an important topic in modern web development. Traditional web pages are filled with complex HTML tags, JavaScript scripts, navigation bars, and advertisements — designs that are visually friendly to humans but represent enormous noise for LLMs (large language models), not only wasting tokens but also reducing the precision with which AI understands content.
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