Contact Us
Contact Us
AttributeSmart®

Product Attribution, Orchestrated Autonomously Across Retail

Only With Impact Analytics
Many retailers still tag products by hand, often after the item is already live, finding the gaps only when a forecast misses or a shopper cannot find what they want. AI-native AttributeSmart reads product images, labels, and supplier descriptions, generates the attributes that define each item, and keeps that product intelligence consistent across merchandising, planning, pricing, and commerce.

Only with Impact Analytics does the AI product tagging agent turn product attributes into shared intelligence across the retail decision stack, so every system understands the product the same way.
Contact Us
Contact Us
Trusted by Market-Leading Global Brands
WHAT IS ATTRIBUTESMART

AI-Native Product Tagging & Attribute Management

AttributeSmart is AI-native product tagging software that reads images, labels, supplier descriptions, and existing catalog data to identify the attributes defining each item, from color and fabric to fit, size, and product features. Through autonomous orchestration, the AI product tagging agent keeps those attributes consistent across merchandising, planning, pricing, and commerce, bringing merchants in only where human judgment is needed.
Automated Product Tagging
Consistent Product Intelligence
Human-Governed Exceptions

One Product Record Behind Every Retail Decision

Forecasting, assortment, pricing, recommendations, and site search all depend on understanding what a product actually is. AttributeSmart creates one governed set of attributes for every item and keeps that intelligence consistent across every system that uses it.
Automated Attribute Extraction
Reads product images, labels, packaging, and supplier descriptions to generate product attributes automatically, eliminating the line-by-line tagging work merchants do today.
Retail-Trained Attribute Intelligence
A pre-trained library of more than 10,000 retail attributes adds depth and consistency to every product record, improving the intelligence available to planning, recommendations, and product discovery.
Custom Taxonomy Control
Define your categories, attributes, naming conventions, and allowed values so AttributeSmart works within the product taxonomy your business already uses.
Exception-Based Review
High-confidence attributes move through automatically within the guardrails you set, while uncertain or conflicting results route to merchants for review. Every correction improves how future products are classified.
Connected Product Intelligence
AttributeSmart publishes approved attributes into your PIM, planning, pricing, merchandising, and commerce systems, so a product correction made once reaches every workflow that depends on it.

Product Attribution Adapted to Every Industry

Every industry describes its products differently. AttributeSmart adapts to the taxonomy, terminology, and level of detail each category requires, while keeping those attributes consistent across every system using them.

Product data arrives from thousands of suppliers in different formats and vocabularies. The AI product tagging agent standardizes it into one taxonomy, giving merchandising, planning, pricing, and commerce the same understanding of every item.

Clothing store interior with shelves and racks of jackets and shirts, showing a graphic overlay indicating 60% savings on manual attribution.

Packaging, claims, sizes, flavors, ingredients, and other product details vary across markets and channels. AttributeSmart extracts and standardizes that information into channel-ready product records built around your taxonomy.

Woman in denim jacket looking at folded clothes with overlay text showing 5-10% AOV uplift with better product discovery.

Material, fit, silhouette, color, pattern, and style details shape both planning and discovery. AttributeSmart identifies those attributes from product imagery and supplier data, improving product classification, recommendations, and the results shoppers see online.

Person wearing an orange coat holding multiple shopping bags with graphic showing over 5% improvement in e-commerce conversion rates.
GET STARTED

From Raw Product Data to a Governed Product Record

AttributeSmart turns unstructured product information into governed attributes, automates the routine classifications, and routes only the exceptions requiring merchant judgment.
01

Learn

AttributeSmart learns your taxonomy, categories, attribute definitions, allowed values, existing product records, and merchant corrections to establish how products should be classified.
02

Tag

The AI product tagging agent reads new product content, generates attributes, and publishes high-confidence results within the guardrails you define. Ambiguous or conflicting attributes route to a merchant.
03

Govern

AttributeSmart continuously checks attribute quality and consistency across the catalog, learning from merchant corrections and keeping approved product intelligence synchronized across connected systems.
01

Learn

AttributeSmart learns your taxonomy, categories, attribute definitions, allowed values, existing product records, and merchant corrections to establish how products should be classified.
Clothing rack with wooden hangers holding various casual shirts in white, yellow, pink, and striped patterns.
02

Tag

The AI product tagging agent reads new product content, generates attributes, and publishes high-confidence results within the guardrails you define. Ambiguous or conflicting attributes route to a merchant.
Dashboard showing AttributeSmart Explore Fall Collection with shirts, tees, and pants product cards and progress bars.
03

Govern

AttributeSmart continuously checks attribute quality and consistency across the catalog, learning from merchant corrections and keeping approved product intelligence synchronized across connected systems.
Smiling woman handing a large white shopping bag with black handles to another person.
User interface showing AttributeSmart with filters for color and three dress images filtered by red color.

Product Intelligence That Pays Back Across the Business

AttributeSmart reduces the cost of manual tagging, gets products commerce-ready faster, and improves the product intelligence powering planning and discovery across the business.
60%
Lower Manual Tagging Cost
5-10%
Higher Average Order Value from Better Product Discovery
>5%
Improvement in Online Conversion Rates
RELATED PRODUCTS

Explore More AI-Native Retail Solutions

Discover related products that work seamlessly with AttributeSmart to optimize planning, pricing, and inventory across the retail lifecycle.

Trusted by Leading Companies

In our clients’ own words

“This partnership allows us to eliminate repetitive, low-value tasks so our merchandisers can focus on understanding what is truly happening in our brand and make quicker, higher-quality decisions to get the right products in the right places for our customers.”
“The platform’s ability to deliver rapid value through dynamic module interaction and sophisticated AI forecasting will future-proof our business, ensuring we remain at the cutting edge of retail innovation.”
“Partnering with Impact Analytics will help us harness the power of our data and their AI & GenAi to position us for future growth.”
Only With Impact Analytics
Rethink how your business makes decisions. Replace disconnected AI with agentic intelligence that moves every function toward the same business outcome. Discover how Impact Analytics helps you lead the shift to a fully orchestrated, autonomous enterprise.
Contact Us
Contact Us

Frequently Asked Questions

Does AttributeSmart publish product attributes automatically?

It can, within the confidence thresholds and category rules you define. High-confidence attributes can publish automatically, while uncertain, conflicting, or exception cases route to a merchant for review. Every decision remains traceable and governed.

How does AttributeSmart connect to the rest of our retail decisions?

Product attributes provide the vocabulary forecasting, assortment, pricing, recommendations, and commerce systems use to understand an item. Through autonomous orchestration, AttributeSmart keeps approved product intelligence synchronized across those systems, so a correction made once reaches every decision that depends on it.

What does the AI product tagging agent read?

Product images, packaging and labels, supplier descriptions, existing catalog records, and your own taxonomy and category rules. The AI product tagging agent combines those sources to generate attributes and identifies any products requiring merchant review before publishing.

Can we keep our existing product taxonomy?

Yes. AttributeSmart works within your categories, attribute names, naming conventions, and allowed values. Its retail-trained attribute library provides additional intelligence underneath, while your governed taxonomy remains the standard.

How does AttributeSmart handle uncertain or conflicting attributes?

AttributeSmart assigns confidence to generated attributes and checks them against your taxonomy and available product evidence. High-confidence results can move automatically within your guardrails, while conflicting or low-confidence attributes route to a merchant with the source evidence attached.