Fashion Product Attribution

Accurately connect fashion 
shoppers with the relevant 
products they’re looking to buy

Lily AI drives 8-9 figure revenue uplift for fashion retailers and brands by dramatically improving their on-site search conversion, relevant product recommendations and demand forecasting.

Let's Talk
Merchant-Speak
A-Line, Double-Breasted Peacoat
Customer-Speak
+ Classic Coat In a Neutral
+ Minimalist Tie-Waist Coat
+ Peacoat for Day Event
+ Relaxed Midi White Coat

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Predictable demand forecasting and merchandising, built to tame the unpredictability of fashion

Now retailers and brands can increase their ability to sell customers what they’re looking for right now, and decrease the need to mark that inventory down later. Lily AI’s proxy products and robust computer vision can help accurately forecast demand for brand-new product lines, boost full-margin sales and keep warehouses operating “just in time”.

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Home Product Attribution

Add exceptional depth to your home product catalog, and drive the traffic, conversion and revenues you’re looking for

Home furnishings brands can now easily manage a customer-centered language of product attributes that supercharge the entire retail value chain.

Let's Talk
Merchant-Speak
Accent Chair
Customer-Speak
+ Mid-Century Modern Chair
+ Upholstered Parlor Room Chair
+ Grey Accent Chair for Office
+ Accent Chair with Dark Wood

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From soft furnishings to dining to decor, Lily AI is changing how home brands use enriched product data to drive new revenues

We work with home industry leaders to ensure that the language of their customers informs and enhances every point in their commerce ecosystem. We unlock new revenues and boost customer satisfaction by providing a depth and scale of product attribution that no other solution can match.

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Beauty Product Attribution

Beauty is personal, and Lily AI knows how to connect beauty shoppers with the relevant products they’re really looking for

When consumers shop for beauty products, small details matter. Lily AI helps brands easily build an enriched beauty product taxonomy that accurately connects beauty shoppers with the relevant products they’re looking to buy, driving millions in top- and bottom-line impact.

Let's Talk
Merchant-Speak
Pressed Powder Eyeshadow Palette
Customer-Speak
+ Clean, Travel Size Eyeshadow
+ Matte Eye Makeup Mini
+ Easy Blending, Longlasting Eyeshadow
+ Everyday Eye Makeup

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From skincare to makeup to haircare, Lily AI is changing how beauty brands use enriched product data to drive new revenues

We work with beauty industry leaders to ensure that the language of their customers informs and enhances every point in their commerce ecosystem. We unlock new revenues and boost customer satisfaction by providing a depth and scale of beauty product attribution that no other solution can match.

Read Customer Stories

A lack of customer-centered product attribution data has compounding negative effects across the retail value chain.

That’s why Lily AI connects your customers with what they’re really looking for. Boost Google Search performance by enhancing the product data sent to your Google Merchant Center to optimize Google Shopping Ads and Product Listings. Drive rapid product onboarding and maximize on-site product discovery via improved site search and recommendations.

Learn More About Product Attribution
Item Set-up
SEO & SEM
Site Search
Recommendations
Demand Forecasting

A lack of customer-centered product attribution data has compounding negative effects across the retail value chain.

That’s why Lily AI connects your customers with what they’re really looking for. Boost Google Search performance by enhancing the product data sent to your Google Merchant Center to optimize Google Shopping Ads and Product Listings. Drive rapid product onboarding and maximize on-site product discovery via improved site search and recommendations.

Learn More About Product Attribution
Item Set-up
SEO & SEM
Site Search
Recommendations
Demand Forecasting

Predictable demand forecasting and merchandising, built to tame the unpredictability of fashion, interiors, and beauty

Now retailers and brands can increase their ability to sell customers what they’re looking for right now, and decrease the need to mark that inventory down later. Lily AI’s proxy products and robust computer vision can help accurately forecast demand for brand-new product lines, boost full-margin sales and keep warehouses operating “just in time”.

Learn more about Demand Forecasting

Testimonials

“Lily AI’s platform solves for something extremely difficult: driving pinpoint results for the many long-tail queries that comprise more than 50% of our e-commerce searches. Lily’s rich and detailed product attribution helps ensure that Bloomingdale’s customers find what they’re looking for, every time.”

Image of James Kim from Bloomingdale's.
James Kim
VP of E-commerce, bloomingdale's

“It all needs to start with the customer. The context of what they are trying to accomplish — their progress in refreshing their closet or finding a specific piece for an event — does not come from segmentation alone. Lily AI’s platform understands what our customer is trying to do and offers the right recommendations to them.”

Chris Homer
Co-Founder & COO, thredUP

Resources Center

Advertising’s Blind Spot: The Role of Product in Audience Targeting and Personalization

For all of the advertising industry’s focus on personalization and the consumer, there is still one glaring blind spot in their equation: what about product?

AI Training Data: Why It’s GIGO When Building Next Generation Frontier Firms

In the concept of a Human and AI hybrid “Frontier Firm”, AI is more than a tool — it is an active collaborator, capable of understanding context and providing nuanced recommendations. Yet achieving this new model of AI-supercharged productivity requires a critical upfront investment: quality training data.

Lily AI’s Six Must-See Sessions at POSSIBLE Miami 2025

POSSIBLE has been dubbed the Cannes of the US, and this year, the 2025 agenda lives up to the hype! See Lily AI’s top six must-see sessions.

Beauty Unmasked: What New Consumer Shopping Research Means for Beauty Brands and Retailers

From lippies to skincare layering and scalp training, beauty brands and retailers must not only speak the language of today’s consumers but also, in the age of AI, keep tabs on how product discovery is evolving.

Consumer Insights for Beauty Brands and Retailers: The Latest in Online Shopping Trends & Tech

In this new beauty eBook, we analyze the findings from our January 2025 consumer shopping survey data to distill unique and actionable insights specifically for cosmetics, haircare, and skincare brands and retailers.

What is Product Content Optimization? 3 Things to Know

Here are three things that brands, retailers, and agencies need to know about product content optimization in the age of AI, and how it unlocks greater brand visibility, more web traffic, and higher sales.

From Vibe Coding to Vibe Marketing and Content Optimizing

With AI-powered solutions like Lily’s Product Content Optimization platform, we’re flipping the script and making it easier than ever for brands and retailers to vibe with AI.

How A.L.C. Boosted Full Catalog Product Discovery on Google with Lily AI

A.L.C. drove 129% more sales and boosted non-brand search by 88%, reaching more new customers and boosting product visibility in search and on Google.

Fashion Forward: What New Consumer Shopping Research Means for Fashion Brands and Retailers

Some trends never go out of style. According to our new Fashion Forward eBook, AI is becoming one of them for consumers and retailers alike!

Consumer Insights for Fashion Brands and Retailers: The Latest in Online Shopping Trends & Tech

In this new fashion eBook, we analyze the findings from our January 2025 consumer shopping survey data to distill unique and actionable insights specifically for apparel, accessories, and footwear brands and retailers.