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Cloudflare updates AI search with discover parsing and free embedding

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Cloudflare announced several developer experience improvements for Cloudflare AI Search on 6 August 2026. According to the company, users can now index structured and unstructured data, such as individual files and owned websites, to build with agents. A new parsing option called Discover allows users to add a website without a sitemap as a source. In addition, users can obtain a single public endpoint for searching across a namespace with public URLs enabled, and apply custom domains to brand search and Model Context Protocol endpoints.

Pricing model preview

Cloudflare shared an early preview of pricing for AI Search customers. The company states that embedding and reranking are free when using select models from the Workers AI catalog. The post does not specify any exact monetary costs or subscription tiers for using AI Search beyond this preview.

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