The Webscale Blog

The latest news and opinions surrounding the world of ecommerce
Data path vs application layer cdp
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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How to Prepare Your Store for AI Mediated Commerce 1920x1080 2 1280x720
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.
The Constructor.io Alternative That Doesn't Just Search It Sells 1920x1080
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.
Looking for a Gorgias Alternative 1920x1080
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.
The Best Nosto Alternative for Adobe Commerce and Magento in 2026 800x430
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.
The Best Algolia Alternative for Ecommerce in 2026 800x430
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.
Improving Product Discovery with AI Assistance 800x430
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...
Using Live Customer Data to Boost Revenue 800x430
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...
Creating Meaningful Experiences with AI Shopping Assistants 800x430
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...
Anticipating Customer Needs with First Party Data 800x430
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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