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

by Adrian Luna | April 7, 2026
What Is a Customer Data Platform for Ecommerce?
A CDP collects, structures, and activates your shoppers' behavioral data. Here is what it does, how it differs from a CRM, and whether your store needs one.
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by Daniel Bartholomew | July 31, 2023
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by Jose Kunnappally | January 12, 2022
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by Adrian Luna | March 24, 2026
Preventing Drop-Offs with Real-Time AI Interventions
It's not uncommon for shoppers to add items to a cart, then leave the site without completing a purchase.

by Adrian Luna | March 20, 2026
Your Commerce Data Is Crude Oil. Here’s How...
Commerce brands are sitting on one of the most valuable assets in the digital economy. They just do not know how to use it yet.

by Adrian Luna | March 19, 2026
AI Shopping Assistant vs. Chatbot: What’s the Difference, and...
Both live in a chat widget. Both answer questions. But one is built to deflect. The other is built to sell. Here is how to tell them apart — and...

by Adrian Luna | March 18, 2026
Recommendation Widgets Infer. Your Shoppers Deserve Better.
Recommendation engines are getting smarter. The widget — the passive row of 'You might also like' products sitting below the fold on your product pages — is still the wrong...

by Adrian Luna | March 17, 2026
How AI Agents Drive Smart Upsells and...
Shoppers sometimes need a bit of guidance when deciding what to buy. They may not know which accessory will meet their needs, for example, or whether a higher-end option is...

by Adrian Luna | March 11, 2026
Why Online Merchants Need AI Shopping Assistants
Shoppers don't usually reach a site with a clear idea of what they want. Many click on a product that seems interesting, then spend time exploring different options. Some compare several items...

by Adrian Luna | March 9, 2026
The Constructor.io Alternative That Doesn’t Just Search: It...
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.
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