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.

AI visibility overview showing product-level visibility for Weekender Backpack, Lightweight Backpack, and Agile Hobo Tote, and brand-level visibility comparing Example Store at 67% to a competitor at 32%.

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

AI visibility overview showing product-level visibility for Weekender Backpack, Lightweight Backpack, and Agile Hobo Tote, and brand-level visibility comparing Example Store at 67% to a competitor at 32%.

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

AI visibility overview showing product-level visibility for Weekender Backpack, Lightweight Backpack, and Agile Hobo Tote, and brand-level visibility comparing Example Store at 67% to a competitor at 32%.

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.

Fashion category selection indicator.

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.

Fashion category selection indicator.

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.

Fashion category selection indicator.

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.