Transparency that converts
ChatGPT recommends beauty products they can verify - ingredient concentrations, skin compatibility, and usage clarity. Glara shows you exactly where your catalog appears when shoppers ask what actually works.
Transparency that converts
ChatGPT recommends beauty products they can verify - ingredient concentrations, skin compatibility, and usage clarity. Glara shows you exactly where your catalog appears when shoppers ask what actually works.
Transparency that converts
ChatGPT recommends beauty products they can verify - ingredient concentrations, skin compatibility, and usage clarity. Glara shows you exactly where your catalog appears when shoppers ask what actually works.
Why beauty brands miss AI citations
AI assistants need structured data to recommend your products. Most beauty brands can't see what's missing.
What AI needs
Ingredient lists with concentrations
Skin type & concern mapping
pH levels & active transparency
Shade ranges with undertone data
Usage instructions & regimen placement
Clinical claims with substantiation
What most brands can't see
Which ingredient queries mention your products
How SKU variants perform individually
Which competitors win similar formulations
What product attributes drive recommendations
Where gaps exist in shade or concern coverage
How user experience varies across different designs
Track product visibility at SKU level
Ingredient queries
Which specific products appear for ingredient searches and how your formulations rank against competitors.
Skin concerns
See how skin type and concern queries narrow your visibility as shoppers get more specific.
Variant performance
Know which individual shades appear in LLM responses and how variant performance differs from hero SKUs.
Track product visibility at SKU level
Ingredient queries
Which specific products appear for ingredient searches and how your formulations rank against competitors.
Skin concerns
Variant performance
Track product visibility at SKU level
Ingredient queries
Which specific products appear for ingredient searches and how your formulations rank against competitors.
Skin concerns
Variant performance
Track performance down to the variant
Ingredient query coverage
See which active ingredient queries return your products and which formulations need better transparency.
Concern-based citations
Track how often you're recommended for specific skin concerns versus competitors with similar ingredients.
Variant-level visibility
Know which shades, sizes, or formulations AI assistants recommend and optimize the ones that aren't showing up.
Track performance down to the variant
Ingredient query coverage
See which active ingredient queries return your products and which formulations need better transparency.
Concern-based citations
Track how often you're recommended for specific skin concerns versus competitors with similar ingredients.
Variant-level visibility
Know which shades, sizes, or formulations AI assistants recommend and optimize the ones that aren't showing up.
Track performance down to the variant
Ingredient query coverage
See which active ingredient queries return your products and which formulations need better transparency.
Concern-based citations
Track how often you're recommended for specific skin concerns versus competitors with similar ingredients.
Variant-level visibility
Know which shades, sizes, or formulations AI assistants recommend and optimize the ones that aren't showing up.
Build authority AI models recognize
Format testing data and endorsements
Structure clinical trial results and dermatologist endorsements so AI can cite them accurately.
Structure full INCI lists with sourcing
Map ingredient percentages and safety profiles in formats AI models index.
Aggregate concern-specific review patterns
Turn customer feedback into citable data points AI assistants can reference.
Map certifications and claims substantiation
Organize vegan, cruelty-free, and organic credentials in formats AI recognizes.
Build authority AI models recognize
Format testing data and endorsements
Structure clinical trial results and dermatologist endorsements so AI can cite them accurately.
Structure full INCI lists with sourcing
Map ingredient percentages and safety profiles in formats AI models index.
Aggregate concern-specific review patterns
Turn customer feedback into citable data points AI assistants can reference.
Map certifications and claims substantiation
Organize vegan, cruelty-free, and organic credentials in formats AI recognizes.
Build authority AI models recognize
Format testing data and endorsements
Structure clinical trial results and dermatologist endorsements so AI can cite them accurately.
Structure full INCI lists with sourcing
Map ingredient percentages and safety profiles in formats AI models index.
Aggregate concern-specific review patterns
Turn customer feedback into citable data points AI assistants can reference.
Map certifications and claims substantiation
Organize vegan, cruelty-free, and organic credentials in formats AI recognizes.
Crafted for the beauty retail industry
While generic platforms focus on page optimization, Glara takes a different approach by optimizing individual products - including every shade and size variation. By connecting directly with Shopify, we organize your complete catalog at the SKU level, ensuring that each variant receives appropriate visibility.
Crafted for the beauty retail industry
While generic platforms focus on page optimization, Glara takes a different approach by optimizing individual products - including every shade and size variation. By connecting directly with Shopify, we organize your complete catalog at the SKU level, ensuring that each variant receives appropriate visibility.
Crafted for the beauty retail industry
While generic platforms focus on page optimization, Glara takes a different approach by optimizing individual products - including every shade and size variation. By connecting directly with Shopify, we organize your complete catalog at the SKU level, ensuring that each variant receives appropriate visibility.
Get ingredient-specific visibility
Book a demo and we'll show you exactly which queries return your products today and what's blocking the rest.
Get ingredient-specific visibility
Book a demo and we'll show you exactly which queries return your products today and what's blocking the rest.
Get ingredient-specific visibility
Book a demo and we'll show you exactly which queries return your products today and what's blocking the rest.
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.