The Webscale Blog

The latest news and opinions surrounding the world of ecommerce
Split-panel graphic contrasting what a CDP sees (2 pages viewed, empty cart, casual browser) with live shopper intent (17 pages viewed, cart abandoned 90s ago, high intent, ready to buy).
by Adrian Luna | July 14, 2026

Why your personalization tool is working with stale data

Application-layer CDPs batch behavioral data, so personalization runs on stale segments. Infrastructure-layer first-party capture closes the latency gap.

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by Adrian Luna | January 13, 2026

Infrastructure Is the Unseen Constraint in Regulated...

Business leaders usually think about e-commerce in terms of market share or platform choices. These are important, but focusing only on what customers see masks a much deeper problem. The...
Platform fees are only part of the e commerce
by Adrian Luna | January 6, 2026

Platform Fees Are Only Part of the...

Most e-commerce platform comparisons start with simple pricing tables because fees feel relatively concrete. Numbers on a pricing page create the impression that cost is visible and contained, which makes...
The hidden cost
by Adrian Luna | December 30, 2025

The Hidden Cost of “Easy” in Default...

The Appeal of “Easy” (And Why It Makes Sense at the Start) For many e-commerce teams, the earliest platform decision feels refreshingly straightforward. Payments activate without negotiation, and checkout flows...
Stop renting customer data you already own
by Adrian Luna | December 23, 2025

Stop Renting Customer Data You Already Own

The Problem Most Ecommerce Leaders Don’t Realize They Have For many e-commerce leaders, growth feels harder to obtain than it once did, even when demand appears steady. Marketing budgets stretch...
Why traditional analytics fail engineering teams
by Adrian Luna | December 16, 2025

Why Traditional Analytics Fail Engineering Teams

Commerce platforms generate a constant stream of data, but most of the tools that collect it were built for reporting, rather than engineering work. These tools show trends at a...
The hidden cost of bad bots in ecommerce
by Adrian Luna | December 9, 2025

The Hidden Cost of Bad Bots in...

Bad bots cost ecommerce sites real money. The infrastructure spend on traffic that doesn't buy, the lost conversions when bots compete with shoppers for inventory and the direct fraud losses...
Building resilient frontends on a smarter backend
by Adrian Luna | December 2, 2025

Building Resilient Frontends on a Smarter Backend

[Introduction] The Promise and Pressure of Headless Commerce Headless commerce gives brands a level of freedom they struggled to achieve with older, tightly coupled platforms. Teams can develop distinct frontends...
Why application analytics is every ecommerce team s missing layer
by Adrian Luna | November 25, 2025

Why Application Analytics Is Every eCommerce Team’s...

The Blind Spot in Modern eCommerce Every e-commerce stack includes an array of tools, from marketing platforms to content management systems. Yet, few provide visibility into how the store performs...
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by Adrian Luna | November 18, 2025

How Elastic Infrastructure Redefines Performance and Cost...

Most e-commerce brands face pressure to deliver fast performance while controlling costs at the same time. Fixed infrastructure can leave servers idle during quiet periods, which wastes money when traffic...
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