Summary
Cloudflare shipped developer-experience improvements to AI Search, its managed retrieval service that turns your files and websites into an agent-ready search engine, and previewed a usage-based pricing model across ingestion, storage, and queries. AI Search remains free during beta, with default embedding and reranking models included at no cost.
What changed
On August 6, 2026 Cloudflare updated AI Search with developer-experience improvements (point it at your data to build search over your own files and websites, with no primitives to stitch together) and published a preview of pricing across ingestion, storage, queries, embedding, and reranking; billing is not yet enabled and default embedding and reranking models are free.
Why it matters
Signals AI Search's path from beta to a priced, GA-ready retrieval product and gives teams cost visibility before billing starts. Bundled retrieval lowers the barrier to agent-ready search versus assembling a vector database, embeddings, and reranking separately.
Evidence excerpt
AI Search makes search easier than ever, with no Cloudflare primitives to stitch together.