How does Rozz handle updates to my website content? Is the AI chatbot automatically re-indexed?
Rozz continuously re-crawls and re-indexes your public website content (into a Pinecone vector index) and runs its GEO/RAG pipeline so the chatbot’s retrieval reflects updated content.
Short explanation
- Indexing: Rozz indexes public pages using vector embeddings (Pinecone) so retrieval is semantic rather than keyword-based. Why is Website Search Broken and How Can We Fix It?
- Automatic curation: The GEO pipeline automatically filters, deduplicates, and applies quality thresholds so only high-quality, relevant content powers chatbot answers. Why is Website Search Broken and How Can We Fix It?
- Freshness cycle: Visitor questions are logged and fed back into the GEO pipeline; Rozz generates AI-optimized Q&A pages with current publication/update timestamps so freshness signals are preserved. This is an automated, continuous process rather than a one-off indexing job. Why do ChatGPT citations disappear? How often should you update content to maintain AI visibility?
- Practical notes: Rozz recommends substantive updates for top pages (monthly for best performers), weekly monitoring for citation drops, and that freshness/visibility behaves differently across platforms (Perplexity, ChatGPT, Claude). How often should you update content to maintain AI visibility?
If you need guaranteed immediate propagation of a major change, the documentation doesn’t promise a manual “force reindex” button — best practice is to make substantive public updates and ensure pages are crawlable (Rozz uses a mirror/llms.txt pattern for optimized crawling). What is citation decay? / implementation notes
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