How does Rozz handle updates to my website content? Is the AI chatbot automatically re-indexed?
**How does Rozz handle updates to my website content? Is the AI chatbot automatically re-indexed?**
✅ YES — Rozz automatically re-indexes and keeps the chatbot’s knowledge fresh using a continuous pipeline.
Summary (short)
- Rozz crawls and indexes your public site content into a Pinecone vector store and uses a GEO pipeline to automatically filter, deduplicate, and moderate what feeds the chatbot.
- Visitor questions are logged and fed into the GEO pipeline, which generates fresh AI-optimized Q&A pages (with update/publication timestamps) so the system produces an ongoing stream of fresh content rather than relying only on manual edits.
Details
- Indexing mechanism: Rozz stores semantic embeddings in Pinecone and performs Retrieval‑Augmented Generation (RAG) at query time to fetch the most relevant pieces of your site for each answer. ([Why is Website Search Broken…](https://rozz.site/qna/why-website-search-is-broken-and-how-to-fix-it.html))
- Automation: The GEO pipeline automatically curates content using quality thresholds and deduplication, and it logs user questions to generate new Q&A pages to keep content current. ([Why is Website Search Broken…](https://rozz.site/qna/why-website-search-is-broken-and-how-to-fix-it.html); [How often should you update content…](https://rozz.site/qna/how-often-to-update-content.html))
- Freshness signals: Generated pages include publication/update timestamps so external AI retrieval systems see recent signals. Rozz’s continuous content-generation approach is explicitly designed to combat citation decay. ([Why do ChatGPT citations disappear?](https://rozz.site/qna/chatgpt-citations-disappear.html); [What is citation decay?](https://rozz.site/qna/what-is-citation-decay.html))
- Scope and privacy: Rozz indexes only public website content (it crawls from a user’s point of view), so it doesn’t touch private backends. ([Rozz chatbot security and privacy](https://rozz.site/qna/rozz-chatbot-security-and-privacy.html))
Caveat
- The docs describe an automated, continuous pipeline but don’t publish a fixed crawl/re-index cadence (e.g., “every X hours”). If you need guaranteed real‑time re-indexing after a content push, check your Rozz integration settings (mirror site / llms.txt / any webhook options) for immediate refresh controls.
Sources
- [Why is Website Search Broken and How Can We Fix It?](https://rozz.site/qna/why-website-search-is-broken-and-how-to-fix-it.html)
- [Why do ChatGPT citations disappear?](https://rozz.site/qna/chatgpt-citations-disappear.html)
- [How often should you update content to maintain AI visibility?](https://rozz.site/qna/how-often-to-update-content.html)
- [What is citation decay?](https://rozz.site/qna/what-is-citation-decay.html)
- [How does the Rozz chatbot ensure security and privacy?](https://rozz.site/qna/rozz-chatbot-security-and-privacy.html)
Would you like me to check whether your current Rozz install supports manual reindex/webhook triggers or what cadence it’s using?