Edge-Split Search Ranking A/B Pipeline

Scenario

Cloudflare Workers assign visitors to experiment groups via cookies at the CDN edge, then proxy search requests to Elasticsearch clusters running different ranking configurations, combining edge-level traffic splitting with Elasticsearch's native A/B testing framework for complete end-to-end search relevance experimentation with real production traffic.

How the products combine

1. cloudflare · edge-to-search-a-b-testing-pipeline-5eee6e — Edge-to-Search A/B Testing Pipeline

See _combos/edge-to-search-a-b-testing-pipeline-5eee6e.

2. es · es-run-search — Elasticsearch — Run A/B tests for search algorithms

See es/es-run-search.

3. alinux · ai-driven-search-knowledge-platform-803ad0 — AI-Driven Search Knowledge Platform

See _combos/ai-driven-search-knowledge-platform-803ad0.

4. airec · custom-trained-rag-with-event-pipeline-and-edge--3d05fe — Custom-Trained RAG with Event Pipeline and Edge Serving

See _combos/custom-trained-rag-with-event-pipeline-and-edge--3d05fe.

Typical questions

• ab test search with cloudflare edge splitting
• cloudflare workers route to elasticsearch experiments
• edge cookie traffic split for search ranking test
• run elasticsearch ab test with CDN traffic routing
• search relevance experiment with edge-level group assignment
• Cloudflare边缘分流结合Elasticsearch搜索AB测试
• CDN cookie分组对接ES排序实验
• 边缘流量切分搜索排序对比实验

Q: How does the edge-split search ranking A/B pipeline work? A: Cloudflare Workers assign visitors to experiment groups via cookies at the CDN edge and proxy their search requests to Elasticsearch clusters running different ranking configurations. This architecture combines edge-level traffic splitting with Elasticsearch's native A/B testing framework. The integration enables complete end-to-end search relevance experimentation using real production traffic.