Giving SKUs dimension. Because customers don’t shop by SKUs.

Our technology surfaces actionable insights as an answer to the retailer’s ever-growing list of unstructured data sources.

We use cutting-edge technology to test and iterate our algorithms, providing tailored models for your business needs. Our models are substantiated by industry experts to ensure our data is the most accurate and relevant data in the market.


Automatically identifying attributes

Most brands are not capitalizing on the data available to them, limiting their understanding of their businesses. Attributes enable structured data, which provides brands with the insight to analyze relevant data effectively.

We use Natural Language Processing (NLP) and image recognition to tag product attributes to provide optimal searchability for both brands and their markets. Auto-Tagging combines NLP with Intelligent Classification to logically categorize the product. This enables Trendalytics to analyze data on multiple dimensions, matching queries with serialized data to retrieve highly-refined results.

Auto-Tagging translates product and trend information by automatically analyzing data to surface key attributes such as color, style, and product features. With this technology, brands can apply highly searched terms to their products and easily identify trending product attributes.

Semantic Understanding

Connecting concepts

Consumers often describe the same product in different ways. When a denim product is labeled “distressed”, customers searching for “ripped” may not be able to find it.

Trendalytics draws connections between related terms to illustrate how trends and products are linked. Our Semantic Understanding technology uses proprietary NLP models as its building blocks to differentiate keywords based on concepts. Semantic Understanding does this while also linking related keywords from multiple interconnected concepts to create a taxonomy.

Semantic Understanding helps businesses increase product discoverability in consumer searches while keeping up with the ever-changing consumer language.

Data Enrichment

Multi-faceted data

Not only can product data be difficult to quantify, but also it is often isolated or unavailable, making effective data analysis impossible.

Trendalytics combines multiple data sets, backtests them on thousands of consumer trends, and layers input from industry experts to enrich each data point. One of Trendalytics’ key features is our popularity ranking, which gives a quantifiable score to trends and products extracted from multiple data sources.

Our enriched data grants retailers visibility into key consumer behaviors, empowering them to make better decisions across their businesses.

Dynamic Taxonomy

Continuously identifying relationships

It’s not enough to know that something is trending; brands need to know how the trend spans across product categories and be able to actively monitor trend progression over time.

Trendalytics has now mapped disparate signals into a single, connected taxonomy. Our Dynamic Taxonomy identifies relationships between trends and offers product trade-offs, complements, and variations. We started by applying NLP and classification algorithms to over 200 million social posts and 10 million e-commerce products to train our models. Trendalytics’ Dynamic Taxonomy now connects semantically similar attributes using industry-specific word embeddings on word2vec and image processing. To ensure our data is up to date, our proprietary Trend Discovery Pipeline dynamically updates our taxonomy with upcoming trends by continuously monitoring the industry across multiple data sources.

Our Dynamic Taxonomy allows brands and retailers to keep pace with an evolving consumer. A cross-category understanding of trends enables brands to invest in the right products at the right time.

Unlock your full potential.

Trendalytics marries the art and science of retail to surface what consumers want today and tomorrow. Our team of experienced retail professionals can provide a custom assessment of how you can integrate data analytics into your workflow. We have walked in your shoes and will partner with you to identify opportunities that will give your business a competitive edge.