TECHNOLOGY · VERIFIED DEVELOPMENT
Cloudflare Launches General Availability of AI Search with Multimodal Capabilities
WHY IT MATTERS
The launch gives developers a cost‑effective, multimodal search engine for websites and internal docs, enabling richer content discovery.
What happened
Cloudflare has announced that its AI Search service is now generally available. The platform, built on Workers AI, Vectorize, R2, and Browser Run, offers a fully managed index and retrieval pipeline that now supports multimodal formats.
In addition to text, AI Search can embed image pixels, run OCR on PDFs up to 10 MiB, and handle larger files. The service will begin billing on November 1, 2026, but a generous free tier remains on all Workers plans, giving developers 1,000 semantic and 1,000 full‑text queries per month.
Pricing is based on ingestion tokens, storage, and query volume, with no upfront capacity costs. Cloudflare plans to extend support to video and audio and improve keyword search scalability.
PRIMARY SOURCES
AI Search is now generally available
Cloudflare (company statement) · Gabriel Massadas · Corporate primary source; facts only, no copied text or images; link and attribution required
CORRECTIONS & UPDATES
- Revision 1 · Initial ingestion · Oct 1, 2026, 1:45 PM
- Revision 2 · Source update detected · Oct 1, 2026, 1:45 PM