Data intelligence for
FMCG & CPG Leaders
Trusted by Fortune 500.
Get real-time data from all online platforms.
Comprehensive Intelligence for FMCG & CPG Companies
Everything your category, trade marketing, and e-commerce teams need to monitor how your products are priced, presented, and performing - across every retailer we cover, updated daily.
Price & Promo Compliance
Out-of-Stock Monitoring
Ratings & Reviews
Competitor Benchmarking
Digital Shelf Presence
Range & Assortment
Command the digital shelf across every retail partner
Stop losing market share to out-of-stocks and unexecuted promos. We automatically harmonize chaotic SKU data across dozens of e-retailers and delivery apps into a single, unified pipeline
How a Global Beverage Leader Standardized Digital Shelf Metrics Across 40+ Markets
A multinational FMCG giant lacked centralized visibility into how their products were displayed across disparate global e-grocery platforms. Local teams relied on manual checks, leading to inconsistent digital shelf execution, blind spots in out-of-stock (OOS) rates, and lost market share to challenger brands. They needed a single source of truth for global shelf analytics.
Areas of collaboration:
- Global digital shelf tracking: Standardizing Share of Search and category placement metrics across 150+ e-retailers, giving HQ a unified dashboard to monitor global brand visibility.
- Cross-border OOS monitoring: Automated zip-code level availability tracking, allowing global supply chain teams to correlate localized stockouts with regional promotional spikes.
- Promo duration & depth analysis: Tracking the exact number of days competitors held discounted positions, empowering regional Key Account Managers to negotiate better retailer trade terms.
How a Global Beverage Leader Standardized Digital Shelf Metrics Across 40+ Markets
A multinational FMCG giant lacked centralized visibility into how their products were displayed across disparate global e-grocery platforms. Local teams relied on manual checks, leading to inconsistent digital shelf execution, blind spots in out-of-stock (OOS) rates, and lost market share to challenger brands. They needed a single source of truth for global shelf analytics.
Areas of collaboration:
- Global digital shelf tracking: Standardizing Share of Search and category placement metrics across 150+ e-retailers, giving HQ a unified dashboard to monitor global brand visibility.
- Cross-border OOS monitoring: Automated zip-code level availability tracking, allowing global supply chain teams to correlate localized stockouts with regional promotional spikes.
- Promo duration & depth analysis: Tracking the exact number of days competitors held discounted positions, empowering regional Key Account Managers to negotiate better retailer trade terms.
Every data point qCommerce leaders rely on
Every field we collect - explained. From SKU-level pricing to dark store coverage, this is the complete list of data points FoodDataLab tracks across every platform we cover. No black boxes, no vague "market insights." Just structured, documented data your team can build on.
- Regular price - Base selling price of the product
- Promo price - Discounted active price
- Discount depth - Percentage (%) or absolute value savings
- Promo type - Specific mechanics like BOGO, Multibuy, or cross-category promos
- Loyalty / Tiered pricing - Specific prices for logged-in or club members (e.g. Clubcard, Prime)
- Unit price - Price per kg, liter, or unit for legal compliance
- Promo tags & badges - Visual promo indicators (e.g. "Flash Sale", "Clearance")
- Strike-through price - The original price displayed alongside the discount
- Stock status - Binary indicator of In-stock vs. Out-of-Stock
- Stock level / Quantity - Exact unit count available (when exposed by the platform's backend)
- SKU / EAN / UPC - Universal product codes for exact cross-retailer matching
- Retailer product ID - Internal identifier used by the specific app or store
- Category taxonomy - The exact breadcrumb trail (e.g. Groceries > Beverages > Soda)
- Brand & manufacturer - Standardized brand mapping
- Private label flag - Identifying if the item is a retailer's own brand
- Variant grouping - Linking different sizes or flavors of the same product
- Organic search rank - Exact absolute position for specific target keywords
- Sponsored / Ad placement - Flagging if a product is paying for position (Retail Media)
- Category page rank - Position when browsing the default category tree
- Page number & row - X/Y coordinate placement on the digital shelf
- Bestseller / Trending flags - Algorithmic badges awarded by the platform
- Cross-sell / Upsell placements - Presence in "Customers also bought" or cart recommendations
- Product title - Exact naming convention used by the retailer
- Product description - Full text, used to check for brand guideline compliance
- Image URLs - Primary and secondary image links
- Image count - Number of pack shots available
- Weight / Volume - Pack size details
- Ingredients list - Full text extracted for compliance checking
- Nutritional table - Macros, calories, and specific nutritional values
- Allergen warnings - Extracted safety and dietary information
- Dietary claims & tags - "Vegan", "Gluten-Free", "Bio", "Organic" badges
- Average rating - Overall star score (e.g. 4.7/5)
- Total review count - Volume of customer feedback
- Individual review text - Granular extraction of customer comments
- Review date - Timestamp of the feedback
- Review sentiment / Votes - "Helpful" votes or verified purchase flags
- Delivery zone / Zip code - The specific micro-location the data was scraped from
- Dark store / Branch ID - The specific physical node fulfilling the order
- Delivery fee - Dynamic pricing for fulfillment
- Estimated delivery time (ETA) - Displayed wait time (crucial for qCommerce)
- Minimum order value (MOV) - Cart threshold required to checkout
Every data point we extract for manufacturers
From high-frequency pricing changes to exact X/Y coordinate shelf placements, discover the comprehensive list of attributes we monitor to protect your market share and optimize your digital shelf performance.
Enterprise-Grade partner you can rely on
Global brands don’t just need raw web scraping; they need stable, legally compliant data pipelines backed by industry experts. See why top FMCG and CPG players trust us.
Multi-Layer QA
In-House Proxy Network
ML-Powered Matching
High-Frequency
Mobile Apps Data
Full-stack Infrastructure
Multi-Layer QA
In-House Proxy Network
ML-Powered Matching
High-Frequency
Mobile Apps Data
Full-stack Infrastructure
From understanding your needs to delivering data
We handle the complex engineering so your team doesn't have to. Our proven deployment framework takes you from initial scoping to a fully integrated, SLA-backed data feed with zero guesswork.
Discovery call
Proof of Concept
Onboarding
Ongoing delivery
See our market intelligence in action
Tell us your markets and we will show you exactly what the data looks like before any commitment.
- Free proof of concept for your target market
- Delivered in your preferred format
- No contract until you are satisfied
Need an NDA first? Just mention it in the form - we're happy to sign.