The Webscale Blog
The latest news and opinions surrounding the world of ecommerce

by Adrian Luna | May 18, 2026
Data-Path CDP vs Application-Layer CDP: What Ecommerce Teams Need to Know
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.
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by Webscale | March 9, 2026
How to Prepare Your Store for AI-Mediated...
AI agents are already completing purchases inside Google and ChatGPT. Here's the practical merchant checklist for preparing your store for AI-mediated commerce.

by Webscale | March 9, 2026
Constructor.io Alternative: Webscale AI Shopping Assistant
Replacing Constructor.io? Webscale's AI Shopping Assistant goes beyond search optimization. It replaces the keyword model with conversational product discovery.

by Webscale | March 7, 2026
Looking for a Gorgias Alternative? You May...
Gorgias is a helpdesk. If your shoppers are abandoning before they reach your agents, a different helpdesk won't fix it. See what Webscale's AI Shopping Assistant does instead.

by Webscale | March 6, 2026
The Best Nosto Alternative for Adobe Commerce...
Nosto infers from behavior. For B2B buyers, gift shoppers, and first-time visitors, inference misses. See what infrastructure-native conversational discovery does instead.

by Webscale | March 5, 2026
The Best Algolia Alternative for Ecommerce in...
Switching from Algolia? Most merchants replace it with another search engine. For Adobe Commerce, Magento, and Shopware merchants, there's a fundamentally different option.

by Adrian Luna | March 4, 2026
Improving Product Discovery with AI Assistance
Shoppers often arrive on websites without a clear idea of what they want. They'll open a category and scroll through items, then pause to take a closer look at a...

by Adrian Luna | February 24, 2026
Using Live Customer Data to Boost Revenue
Revenue growth in online commerce is tied to how well a business understands customer behavior while it's happening. Live customer data refers to information that’s captured and analyzed during an...

by Adrian Luna | February 17, 2026
Creating Meaningful Experiences with AI Shopping Assistants
AI is becoming a standard component of the modern commerce experience. Retailers are adding assistants to product pages and search results as well as checkout flows to support shoppers during...

by Adrian Luna | February 10, 2026
Anticipating Customer Needs with First-Party Data
Shoppers move between pages and devices as they explore options, and their intent can change within a single session. Static analysis only records activity after it occurs, which makes it...
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