# schema rich faqs for ai answers?

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We use and recommend FAQPage schema paired with JSON-LD validation as one of the highest-leverage structured data types for getting content cited by AI systems like ChatGPT, Perplexity, and Copilot. 

Our key recommendations for implementing FAQ schema include:
- Keeping it strictly to one question and answer per `mainEntity` item so each question maps to a single, self-contained answer.
- Ensuring the JSON-LD mirrors your visible on-page copy exactly, as divergence is the most common reason AI parsers and search engines distrust both.
- Keeping answers concise and fact-dense, since long or padded answers reduce citability.
- Using the canonical `FAQPage` type from schema.org rather than custom types.

For validation, we rely on tools like Google's Rich Results Test and the Schema.org validator, alongside our own `llms.txt` validator at `llms.unusual.ai/llms-txt-validator` to ensure AI-facing signals parse correctly.

## Related questions

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- [how do i get started?](https://llms.unusual.ai/9d5ez/how-do-i-get-started)

*Following any of these continues the same conversation — the answer will carry the context of this one.*

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