


Product Content Optimization
For Humans & Machines.
AI-optimized product content
for commerce and advertising
—paid, organic, AEO, and GEO—
to boost visibility and drive sales.



Product Content Optimization
For Humans & Machines.
AI-optimized product content
for commerce and advertising
—paid, organic, AEO, and GEO—
to boost visibility and drive sales.



Product Content Optimization
For Humans & Machines.
AI-optimized product content
for commerce and advertising
—paid, organic, AEO, and GEO—
to boost visibility and drive sales.



Product Content Optimization
For Humans & Machines.
AI-optimized product content
for commerce and advertising
—paid, organic, AEO, and GEO—
to boost visibility and drive sales.



Product Content Optimization
For Humans & Machines.
AI-optimized product content
for commerce and advertising
—paid, organic, AEO, and GEO—
to boost visibility and drive sales.
Trusted by global brands and retailers



















Improve Search and Discovery with Lily AI
Enrich your product content with accurate, relevant, and context-aware attributes, phrases, descriptions, metadata and schema markup to improve performance everywhere people search and shop.
Winning results
Increase impressions, traffic, and sales by making your products more visible with natural language, optimized consumer-facing content, metadata, and schema markup for both people and search engines.
Read customer storiesIncremental sales in 4-8 weeks
Order conversion +5-9%
Site traffic
+25-40%
Ad impression lift +6-10%
CTRs +5-15%
Attribute depth +30-70%
How it works

Data Layer
The core intelligence that powers Lily’s insights and product content optimization.

AI Models
AI models expertly trained to unlock rich product details from your catalog and transform them into conversion-driving language that resonates with shoppers and machines.

Proprietary Dataset
Powered by an unmatched blend of high-quality retailer, public, and proprietary data sources unique to Lily, unlocking opportunities no other platform can deliver.

Enrichment Layer
Your catalog is expertly translated into the language your customers speak and optimized for machine understanding, fueling connections, visibility, and results.

Attributes
Elevating product descriptions beyond basic color and cut, Lily AI delivers rich, nuanced attributes in the words that truly resonate with your shoppers.

Trends
From the hottest micro trends to enduring macro movements, Lily AI ensures your products are perfectly aligned with what’s trending now and what’s here to stay.

Occasions
Aligning your catalog with everyday occasions, from holiday cocktail parties to kids’ birthday celebrations, so your products are always ready for your customers’ special moments.

Styles
Organize your catalog by enduring styles, making it easy for people to find timeless matches for their home, wardrobe, or beauty routine.

Product Copy
Craft product copy, descriptions and highlights that engage shoppers and improves search rankings and visibility, simultaneously.

Use Cases
How Lily’s intelligence and insights are operationalized to drive real business value.

Site Search
Turbocharge your site search with Lily’s enriched product attributes, synonyms and trends, empowering shoppers to discover the perfect item every time.

Paid Ads
Maximize Ad performance with data populated into Google Merchant Center that’s structured for machines, informed by consumer searches, and dynamically updated to reflect shopper intent.

SEO & GEO
Elevate your SEO and GEO strategies by harnessing enriched, structured product data for greater visibility, discoverability, and engagement across search and generative AI platforms.

Marketplaces
Normalize, enrich, and refine product data across all 3rd party sellers to boost search accuracy and discoverability, both on your site and across external channels.

Application Layer
The Application Layer enables seamless, bi-directional integrations and workflows, ensuring your data is ingested, enriched, and delivered both into your own systems and out to every sales and marketing channel.

Measurement & Analytics
Lily continuously elevates its intelligence by monitoring performance and dynamically refining our models and content outputs to deliver ever-better results.
Data Layer
The core intelligence that powers Lily’s insights and product content optimization.

AI Models
AI models expertly trained to unlock rich product details from your catalog and transform them into conversion-driving language that resonates with shoppers and machines.

Proprietary Dataset
Powered by an unmatched blend of high-quality retailer, public, and proprietary data sources unique to Lily, unlocking opportunities no other platform can deliver.

Enrichment Layer
Your catalog is expertly translated into the language your customers speak and optimized for machine understanding, fueling connections, visibility, and results.

Attributes
Elevating product descriptions beyond basic color and cut, Lily AI delivers rich, nuanced attributes in the words that truly resonate with your shoppers.

Trends
From the hottest micro trends to enduring macro movements, Lily AI ensures your products are perfectly aligned with what’s trending now and what’s here to stay.

Occasions
Aligning your catalog with everyday occasions, from holiday cocktail parties to kids’ birthday celebrations, so your products are always ready for your customers’ special moments.

Styles
Organize your catalog by enduring styles, making it easy for people to find timeless matches for their home, wardrobe, or beauty routine.

Product Copy
Craft product copy, descriptions and highlights that engage shoppers and improves search rankings and visibility, simultaneously.

Use Cases
How Lily’s intelligence and insights are operationalized to drive real business value.

Site Search
Turbocharge your site search with Lily’s enriched product attributes, synonyms and trends, empowering shoppers to discover the perfect item every time.

Paid Ads
Maximize Ad performance with data populated into Google Merchant Center that’s structured for machines, informed by consumer searches, and dynamically updated to reflect shopper intent.

SEO & GEO
Elevate your SEO and GEO strategies by harnessing enriched, structured product data for greater visibility, discoverability, and engagement across search and generative AI platforms.

Marketplaces
Normalize, enrich, and refine product data across all 3rd party sellers to boost search accuracy and discoverability, both on your site and across external channels.

Application Layer
The Application Layer enables seamless, bi-directional integrations and workflows, ensuring your data is ingested, enriched, and delivered both into your own systems and out to every sales and marketing channel.

Measurement & Analytics
Lily continuously elevates its intelligence by monitoring performance and dynamically refining our models and content outputs to deliver ever-better results.

Possibilities expanded
Product Attributes



Training Data Points Collected

Training Products Manually Labeled
