AI-powered Product Classification & Taxonomy

Deliver a better search experience by using deep learning to categorize millions of products quickly and accurately.

The need for structured data extends to all kinds of search, be it standard free-text search or new-generation voice search. In ecommerce, that implies every laptop in your catalog needs to have its screen-size expressed in inches and every shirt needs the right color tag. Without relevant information it is difficult for consumers to find exactly what they need.

Our Feature Enhancement API fulfills this need using a combination of methodically curated taxonomies, artificial intelligence techniques and strategically inserted heuristics.

Key standardizaion

Key Standardization to maps all attribute names to our standardized taxonomy.

Display size: 13 inches
screensize
13in
Approximate size is 2 inches x 3 inches x 4 inches
length
2in
width
3in
height
4in
Average Battery Life: 8 hours
batterylife
8 hours

Named Entity Recognition

Named Entity Recognition to extract structured key-value pairs from unstructured fields such as product title and description.

Description: This laptop has an Intel Core i7 processor
processortype
Intel Core i7
Name: Minnie Mouse Toy by Disney
character
Minnie Mouse
Description: Painting by Van Gogh from the year 1831
artist
Van Gogh
year
1831

Value Normalization

Value Normalization to map attribute values of selective fields to comparable formats.

length: 2in, width: 3in, height: 4in
length
50.8mm
width
76.2mm
height
101.6mm
weight: 1lbs
weight
453592mg
OS: mac osx v10.9
operatingsystem
Mac OS X v10.9

Accurate tagging for all your products based on a standardized product taxonomy is vital so that your customers can find and purchase what they’re looking for. Use our proprietary technology to get an edge over your competitors.

Get a competitive edge via AI-powered technology

Semantics3’s proprietary Artificial Intelligence (AI) technology uses inputs like title, images, description, and UPCs to categorize and map products to the Semantics3 Master Category Taxonomy much faster than a manual team could.

Achieve better-than-human accuracy

Our API delivers better-than-human accuracy when benchmarked against human-curated training datasets. The Categorization API offers a highly scalable and affordable solution compared to current alternatives.

How to get setup

The Categorization API is only available via customized endpoints. Set up a call with our taxonomy specialists to discuss your use case. After an initial consultation, we work with you to classify and categorize a sample dataset.

If you’re satisfied with the results, our deployment strategists work closely with you to design a complete technical solution using our AI-based APIs.

GET FREE API ACCESS

Semantics3 products in this solution

Accurate product categorization takes a lot of time & effort.

Let AI do it faster, cheaper & better.