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

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.

How A.L.C. Elevates Digital Experiences with Lily AI – Don’t Miss Lily AI’s Techtalk at Shoptalk Spring

Lily AI returns to the Techtalk stage at Shoptalk Spring 2025 for a can’t-miss session with A.L.C.: The Search for Smarter Shopping: How A.L.C. Elevates Digital Experiences.

Lily AI Returns to SXSW 2025, Speaking about the AI Revolution at Inc. Founders House

Lily AI returns to SXSW as speaker in Inc. Founders House and as a former SXSW Accelerator Pitch Event winner.

The Search for Smarter Shopping Continues: New Consumer Shopping Research Unveils Product Content Gaps

Hot on the heels of the 2024 holiday shopping season, we wanted to gauge how consumers felt about their online shopping experiences. The results included a few surprises.

The Search for Smarter Shopping: The Power of Product Content

See the hot new findings from a consumer shopping survey conducted by Lily AI in January 2025, conducted on the heels of the 2024 holiday shopping season, to assess consumer sentiment and preferences towards online search and discovery.

Our 7 Can’t-Miss Sessions at eTail West 2025

Lily AI is excited to return to Palm Springs for eTail West this month! Here are our 7 can’t-miss sessions where industry leaders discuss the hottest topics today in retail and AI.

A-Z Glossary: Key Concepts in AI-Powered Search, Commerce, and Advertising

From Attributes to Zillennials, this definitive A-Z glossary defines all things AI, NLP, PLA, PDP, SEO, AEO, GEO, and more.

And just like that, 2025 kicks off in NYC at NRF and Times Square

From the Innovators Showcase at the 2025 NRF Big Show, to Times Square at the Nasdaq Center, Lily AI painted the city pink!

Lily AI’s Winter 2025 Release Is Here

Learn more about our latest product features for Performance Marketers, eCommerce and Marketplace executives.