Checkout Risk is an independent analytics company focused on helping Shopify merchants understand whether their checkout experience is technically ready to receive and convert traffic. The company was created around a simple premise: before scaling paid, organic, or email traffic, merchants should have clear visibility into how their store behaves along the real checkout path.

Checkout Risk provides structured, non-invasive checkout risk analyses designed to surface observable signals that may impact purchase completion. These signals can originate from the unique combination of themes, apps, scripts, and integrations that make each Shopify store technically distinct — even when the underlying platform operates reliably.

The company operates with a dedicated team of eight professionals across product, data, engineering, and operations, working together to deliver consistent, decision-grade analyses that merchants can use when planning growth and traffic scaling.

Checkout Risk evaluates publicly accessible store behavior under defined test conditions, with a specific focus on the conversion-critical path leading to checkout. The goal is not to score individual pages, analyze marketing performance, or interpret historical user data, but to determine whether the checkout flow presents observable technical risk at the moment of evaluation.

All analyses are performed externally, without store access, permissions, or interaction with customer or order data. This read-only approach allows merchants to obtain independent checkout visibility without operational friction or infrastructure changes.

Core Analyses

Checkout Risk delivers its methodology through two structured offerings:

Snapshot — a Conversion Readiness Snapshot providing an OK / WARNING / CRITICAL checkout risk status together with a concise decision summary. It is designed for merchants who want rapid clarity on whether their checkout path is technically safe to scale traffic into.
Deep Dive — an expanded checkout risk analysis offering broader signal coverage, deeper contextual interpretation, and a more detailed perspective on checkout reliability and conversion-critical behavior.

Together, these analyses give merchants a practical framework for evaluating checkout readiness at different stages of growth and decision-making.

Independent by design

Checkout Risk operates independently and is not affiliated with Shopify or any other commerce platform. The company’s analyses do not evaluate Shopify itself, but rather how each individual store behaves as a customer experience shaped by its configuration and integrations.

Founder

Checkout Risk was founded by Elliot Rhodes, an operator focused on the intersection of e-commerce growth, technical reliability, and decision clarity. The idea for Checkout Risk originated from repeated observation that merchants often scale traffic without structured visibility into checkout behavior, leaving conversion outcomes exposed to hidden technical factors.

As founder and owner, Elliot Rhodes defines the analytical philosophy behind Checkout Risk and remains directly involved in shaping its methodology, report structure, and positioning as an independent checkout readiness signal for Shopify brands. His approach centers on providing merchants with clear, pre-scaling insight that supports confident growth decisions without requiring internal access or complex tooling.

Our focus

Checkout Risk serves Shopify founders and teams who want to validate checkout reliability before increasing traffic — operators who value independent visibility, observable signals, and decision-grade clarity at the final stage of the conversion funnel.

About the Company

What Checkout Risk Does

Core Analyses

Independent by design

Founder

Our focus