How do you adapt content to the differences between search engines and AI answers?

Short answer: Classic search wants rankable pages, AI answers want quotable passages. Build content in two layers: the page as a whole targets a keyword and an intent, while every section works as a self-contained answer passage.

Practical adaptation steps

• Add a compact two to three sentence answer paragraph for every important question; the featured snippet and the AI citation feed on the same block
• Turn headings into questions: the direct answer sits right under the H2, details follow
• Use tables for commercial topics such as comparisons and pricing, because models transfer structured data reliably
• Add FAQPage and Article schema so the content is machine readable
• Merge outdated pages that contradict each other on the same topic, since models tend to drop inconsistent sources

Manage the difference through measurement: rankings and clicks on the classic side, recurring question tests in ChatGPT, Gemini, Claude and DeepSeek on the AI side. Both channels feed on the same content; you need passage discipline, not a second website.