Assortment gap analysis for online grocery leaders

Category teams lose valuable basket share when competitors list high-converting products they do not carry. Continuous assortment gap analysis ensures you identify missing items and optimize your ranging strategy before customers switch.

→ Request free PoCSpeak to an Analyst

Trusted by Fortune 500.

Get real-time data from all online grocery platforms.

Without this data

Your team operates with blind spots that cost basket share

Missing visibility into competitor product catalogs leaves your category managers guessing about market standards. This results in bloated ranges with poor commercial justification and critical gaps in high-demand items.

Strategic

Delayed response to new product listings

Competitors launch emerging brands and private label tiers weeks before your team notices. You lose the first-mover advantage and bleed early adopter sales.

Operational

Manual auditing wastes valuable commercial hours

Analysts spend days scraping retailer websites to map category structures. The resulting spreadsheets are obsolete by the time they reach category buyers.

Business

Shoppers abandon baskets for missing items

Customers routinely build their weekly shop elsewhere when core staples or trending products are unavailable. This directly depresses overall order volume and lifetime loyalty.

Intelligence

Delisted products create false performance benchmarks

Your category leaders track market share against items competitors have already removed from their sites. Planning decisions rely on historical ranging rather than active market realities.

Sample signal

What an assortment gap analysis record looks like

This data structure exposes exact product overlaps and differences between your catalog and a competitor site. It highlights active listings and category placement based purely on publicly available catalog mapping.

Target Product	Taxonomy Node	Observed On	Public Rating	Gap Status	Last Sync
Oatly Barista Edition Oat Milk 1L	Dairy > Alternatives	FreshDirect, Whole Foods	4.8 / 5	Missing Item	today 09:14
Chobani Zero Sugar Vanilla 5.3oz	Dairy > Yogurt	Kroger, Target	4.5 / 5	New Entry	today 08:30
Rao's Homemade Marinara 24oz	Pantry > Sauces	Walmart, Instacart	4.9 / 5	Unmatched	yesterday
Liquid Death Mountain Water 16.9oz	Beverages > Water	Whole Foods, Kroger	4.1 / 5	Monitored	yesterday
Beyond Meat Plant-Based Patties 8oz	Meat > Alternatives	Safeway, FreshDirect	3.8 / 5	Delisted	2 days ago

Speak to an Analyst

→ Request free PoC

What you get

Your team tracks competitor range dynamics instantly

FoodDataLab surfaces exactly what competitors carry that you do not. This normalized intelligence identifies new product launches and delistings across the competitive set.

100%

Normalized catalog matching

Every product is normalized across competitors to guarantee accurate assortment comparisons.

24hr

Daily catalog refreshes

Continuous daily updates ensure teams spot newly listed items the exact moment they go live.

Sub-cat

Granular gap surfacing

Category managers pinpoint missing items perfectly down to the lowest level of the taxonomy.

Zero

Seamless data integration

Structured category feeds drop directly into your existing business intelligence dashboards.

Digital grocery runs on price, availability & visibility