About the research hub
About the research hub
Driven to make
commerce better.
Research that helps us improve, and findings we share so others can build on them.
Research that helps us improve, and findings we share so others can build on them.
Why we research
At Judge.me, we’re driven by a desire for excellence: to make things better for our customers, our partners and the industry we operate in.
At Judge.me, we’re driven by a desire for excellence: to make things better for our customers, our partners and the industry we operate in.
Research is part of how we pursue that ambition. We bring practical experience and academic inquiry together to ask better questions, test ideas and improve the way we build and work.
Research is part of how we pursue that ambition. We bring practical experience and academic inquiry together to ask better questions, test ideas and improve the way we build and work.
This hub is where we share what we learn. By opening our findings to the industry, we want to help others build on them and contribute to better commerce for everyone.
This hub is where we share what we learn. By opening our findings to the industry, we want to help others build on them and contribute to better commerce for everyone.
Three areas of inquiry
Three areas of inquiry
Trust Gap
Trust Gap
Research into the relationship between pre-purchase information, transaction outcomes and consumer trust.
Research into the relationship between pre-purchase information, transaction outcomes and consumer trust.
Explore this theme →
Explore this theme →
AI & Engineering
AI & Engineering
For builders, SaaS & ops teams — how to build effectively with AI agents inside an organisation, and the engineering practices behind reliable tools.
For builders, SaaS & ops teams — how to build effectively with AI agents inside an organisation, and the engineering practices behind reliable tools.
Explore this theme →
Explore this theme →
Shopify Ecosystem
Shopify Ecosystem
For app developers & merchants — data-driven analysis of the Shopify ecosystem, and where the real opportunities, risks, and competitive dynamics are.
For app developers & merchants — data-driven analysis of the Shopify ecosystem, and where the real opportunities, risks, and competitive dynamics are.
Explore this theme →
Explore this theme →