The Webscale Blog

AI search visibility breaks at the delivery layer, not the catalog. The four infrastructure factors that decide whether your products show up.

Deploy AI as a delivery layer in front of your existing Adobe Commerce, Magento, Shopware or Shopify stack. The application layer doesn't change.

Answer Engine Optimization is the practice agencies can build now. What a Webscale AI Founding Partner position delivers.

Merchants tired of empty AI promises now demand proof. A field report on what commerce teams are actually asking about AI in 2026: real outcomes, clear attribution, and genuine understanding...

For engineering teams evaluating Agentic Commerce OS: your application architecture doesn't change. What changes is the delivery layer in front of it. Here's exactly what to expect.

A live walkthrough of how the Webscale data plane processes session signals, AI classifications, and recommendations inline — across four real request flows and a failure mode test.

Adobe Commerce + Real-Time CDP works on data that was current a minute ago. See what changes when the CDP moves inline with the request path instead of parallel to...

Two CDP architectures, one fundamental difference: where in the request path they operate. Here's the technical breakdown and four vendor questions that cut through the marketing.

Webscale's AI Segmentation works as an intelligence companion, not a black box. See how it adds real-time behavioral intelligence to your existing ecommerce segmentation strategy.