we help Artificial Intelligence to understand
the complex world of eCommerce
We analyzed the top 30 Fashion websites looking for data issues on the most common product: T-shirts
|100% of the sites were missing one or more |
references to the basic t-shirts attributes.
complexity - low-quality data - scalability issues
|80,7% of the sites had wrong items on the search results (cataloging errors).|
low-quality data - scalability issues
|76,9% of the sites had products that didn’t appear when we applied the search filters|
As we can see, the eCommerce data issues are common even on the top 30 websites of the most popular eCommerce industry.
From our experience, these are cross-industry issues. From our point of view, they are blocking the development of chatbots, digital assistants, IVR’s.
Creation of structured data schemas for products
Structured data is data that is organized in a way that a computer can easily read and understand.
At its core, structured data is a system of pairing a name with a value. We want to go further.
We want to build product blueprints with all the product’s options, properties, and variables.
By having access to a structured data schema, it is simple to generate product descriptions and answers to questions
In the voice space, the users tend to ignore the limitations of the search filters. By having a structured data schema, is simpler to understand the user request, allowing more correct answers than the typical “I don’t know that one” answer
By using the blueprints it is faster and simpler to construct/reuse an agent. The maintenance work will be lower because there is no need for custom development.
we identify the top store and blogs of the sector
we build context-specific models and feed them the curated information
we use a mix GTPs, vectorization, and clustering to generate structured data schemas
openWorld.tech is focused on solving one of the biggest bottlenecks that affect the eCommerce evolution.
Our work can be used widely in the eCommerce ecosystem. Structured data schemas will allow from better product recommendations up to the development of self-learning chatbots or digital assistants.
openWorld.tech is a Miguel Costa project.