
Style meets structure
LLMs answer fashion queries with products they understand - fit profiles, fabric details, and style positioning. Glara shows you exactly where your catalog appears when shoppers ask what to wear.

Style meets structure
LLMs answer fashion queries with products they understand - fit profiles, fabric details, and style positioning. Glara shows you exactly where your catalog appears when shoppers ask what to wear.

Style meets structure
LLMs answer fashion queries with products they understand - fit profiles, fabric details, and style positioning. Glara shows you exactly where your catalog appears when shoppers ask what to wear.
Why fashion brands lose AI visibility
AI assistants need structured data to recommend your products. Most fashion brands can't see what's missing.
What AI needs
Fabric composition & weight
Fit profiles (slim, relaxed, oversized)
Style taxonomy (occasion, aesthetic)
Size systems & measurements
Care instructions & sustainability flags
What most brands can't see
Which prompts mention your products
How deep you appear in conversations
Which competitors win similar queries
What product attributes drive citations
Where gaps exist in your coverage
Track product visibility where it actually matters
Product-level tracking
See exactly which products win AI recommendations - and which ones are invisible.
Prompt depth analysis
Understand your competitive range - from general "summer dresses" to hyper-specific queries.
Competitive context
Know who you're competing against in AI conversations - based on how LLMs actually connect brands.

Track product visibility where it actually matters
Product-level tracking
See exactly which products win AI recommendations - and which ones are invisible.
Prompt depth analysis
Competitive context

Track product visibility where it actually matters
Product-level tracking
See exactly which products win AI recommendations - and which ones are invisible.
Prompt depth analysis
Competitive context

Track what actually drives sales
Query match rate
See which style, fit, and fabric queries return your products - and which don't.
Citation position
Track where you rank vs. competitors when AI lists options for "best [category]" queries.
AI-driven revenue
Connect ChatGPT mentions to GA4 conversions. Know which queries actually sell product.
Track what actually drives sales
Query match rate
See which style, fit, and fabric queries return your products - and which don't.
Citation position
Track where you rank vs. competitors when AI lists options for "best [category]" queries.
AI-driven revenue
Connect ChatGPT mentions to GA4 conversions. Know which queries actually sell product.
Track what actually drives sales
Query match rate
See which style, fit, and fabric queries return your products - and which don't.
Citation position
Track where you rank vs. competitors when AI lists options for "best [category]" queries.
AI-driven revenue
Connect ChatGPT mentions to GA4 conversions. Know which queries actually sell product.
Designed for fashion ecommerce
Generic optimization tools collapse fashion into brand-level signals. Glara treats fashion as a product-level system - where fit, fabric, color, size, and seasonality determine whether an item is surfaced or ignored. By structuring your catalog at the variant level, Glara ensures every size and colorway is understood, comparable, and discoverable in AI-driven search.

Designed for fashion ecommerce
Generic optimization tools collapse fashion into brand-level signals. Glara treats fashion as a product-level system - where fit, fabric, color, size, and seasonality determine whether an item is surfaced or ignored. By structuring your catalog at the variant level, Glara ensures every size and colorway is understood, comparable, and discoverable in AI-driven search.

Designed for fashion ecommerce
Generic optimization tools collapse fashion into brand-level signals. Glara treats fashion as a product-level system - where fit, fabric, color, size, and seasonality determine whether an item is surfaced or ignored. By structuring your catalog at the variant level, Glara ensures every size and colorway is understood, comparable, and discoverable in AI-driven search.


Start winning fashion queries
Book a demo and we'll audit your catalog against the queries driving sales in your category. You'll see exactly where you're visible, where you're missing, and what to fix first.

Start winning fashion queries
Book a demo and we'll audit your catalog against the queries driving sales in your category. You'll see exactly where you're visible, where you're missing, and what to fix first.

Start winning fashion queries
Book a demo and we'll audit your catalog against the queries driving sales in your category. You'll see exactly where you're visible, where you're missing, and what to fix first.
Ecommerce leaders track and grow their AI revenue with Glara.
© 2026 Glara. All rights reserved.
Ecommerce leaders track and grow their AI revenue with Glara.
© 2026 Glara. All rights reserved.
Ecommerce leaders track and grow their AI revenue with Glara.
© 2026 Glara. All rights reserved.