Shelf space in AI search
LLMs like ChatGPT filter FMCG products by the data they can verify - nutrition, dietary flags, price per unit, and ingredient transparency. Glara shows you exactly where your catalog appears when shoppers ask what to buy.
Shelf space in AI search
LLMs like ChatGPT filter FMCG products by the data they can verify - nutrition, dietary flags, price per unit, and ingredient transparency. Glara shows you exactly where your catalog appears when shoppers ask what to buy.
Shelf space in AI search
LLMs like ChatGPT filter FMCG products by the data they can verify - nutrition, dietary flags, price per unit, and ingredient transparency. Glara shows you exactly where your catalog appears when shoppers ask what to buy.
Why CPG brands miss AI recommendations
AI assistants need structured data to recommend your products. Most FMCG brands can't see what's missing.
What AI needs
Nutritional data per serving
Dietary & allergen flags (vegan, keto, gluten-free)
Ingredient transparency & sourcing
Pack size & price-per-unit
Certifications (organic, non-GMO, fair trade)
Use case & occasion mapping
What most brands can't see
Which nutritional queries mention your products
How dietary filters affect your visibility
Which competitors win value-based searches
What product attributes drive recommendations
Where gaps exist in certification or use-case coverage
Where AI disqualifies products before ranking
Track product visibility across every filter
Nutritional data tracking
Know which products pass AI's nutritional filters - and where missing data costs you visibility. Think of it as your digital nutrition label visibility report - see exactly where precise nutritional specs win recommendations.
Dietary & lifestyle filter analysis
Understand which dietary tribes find your products - and which certification gaps leave you invisible.
Value & pack economics visibility
Track value-based visibility without racing to the bottom - see where smart pricing structure wins recommendations.
Track product visibility across every filter
Nutritional data tracking
Know which products pass AI's nutritional filters - and where missing data costs you visibility. Think of it as your digital nutrition label visibility report - see exactly where precise nutritional specs win recommendations.
Dietary & lifestyle filter analysis
Value & pack economics visibility
Track product visibility across every filter
Nutritional data tracking
Know which products pass AI's nutritional filters - and where missing data costs you visibility. Think of it as your digital nutrition label visibility report - see exactly where precise nutritional specs win recommendations.
Dietary & lifestyle filter analysis
Value & pack economics visibility
Track from query to cart
Dietary query coverage
See which nutritional and lifestyle queries return your products - and which SKUs need better filter tagging.
Citation vs. conversion
Track which AI mentions actually drive sales. Know if you're winning visibility but losing on price, claims, or availability.
GA4 Attribution
Connect ChatGPT traffic to revenue. See which queries convert, which products sell through AI referrals, and what your CAC looks like vs. paid channels.
Track from query to cart
Dietary query coverage
See which nutritional and lifestyle queries return your products - and which SKUs need better filter tagging.
Citation vs. conversion
Track which AI mentions actually drive sales. Know if you're winning visibility but losing on price, claims, or availability.
GA4 Attribution
Connect ChatGPT traffic to revenue. See which queries convert, which products sell through AI referrals, and what your CAC looks like vs. paid channels.
Track from query to cart
Dietary query coverage
See which nutritional and lifestyle queries return your products - and which SKUs need better filter tagging.
Citation vs. conversion
Track which AI mentions actually drive sales. Know if you're winning visibility but losing on price, claims, or availability.
GA4 Attribution
Connect ChatGPT traffic to revenue. See which queries convert, which products sell through AI referrals, and what your CAC looks like vs. paid channels.
Built for CPG ecommerce
Generic platforms treat every product the same. Glara knows that in FMCG, discoverability lives in the data - grams of protein, allergen flags, price per serving. Built by ecommerce operators who've scaled DTC food and beverage brands, we structure your catalog so every SKU, pack size, and flavor variant gets shelf space in AI search.
Built for CPG ecommerce
Generic platforms treat every product the same. Glara knows that in FMCG, discoverability lives in the data - grams of protein, allergen flags, price per serving. Built by ecommerce operators who've scaled DTC food and beverage brands, we structure your catalog so every SKU, pack size, and flavor variant gets shelf space in AI search.
Built for CPG ecommerce
Generic platforms treat every product the same. Glara knows that in FMCG, discoverability lives in the data - grams of protein, allergen flags, price per serving. Built by ecommerce operators who've scaled DTC food and beverage brands, we structure your catalog so every SKU, pack size, and flavor variant gets shelf space in AI search.
Get visibility where shoppers search
Book a demo and we'll audit your catalog against the dietary, value, and lifestyle queries driving FMCG sales. You'll see exactly which products AI recommends - and which need better data structure.
Get visibility where shoppers search
Book a demo and we'll audit your catalog against the dietary, value, and lifestyle queries driving FMCG sales. You'll see exactly which products AI recommends - and which need better data structure.
Get visibility where shoppers search
Book a demo and we'll audit your catalog against the dietary, value, and lifestyle queries driving FMCG sales. You'll see exactly which products AI recommends - and which need better data structure.
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.