Shelf Analysis
Monitoring retail offerings to derive grounded market insight
What shelf analysis helps you understand
- Product formulation trends:
Benchmarking of ingredients, nutritional profiles, pack sizes, and formulation choices across competitors.
- Brand and claim positioning:
Identification of dominant and emerging value propositions such as health, sustainability, functionality, or indulgence.
- Assortment gaps and white space:
Mapping unmet needs and underrepresented segments between existing shelf offerings.
How we apply shelf analysis in projects
- Scope Definition:
We define the relevant digital shelves, geographies, and product attributes required to answer the strategic question.
- Data Harvesting:
Automated, real-time scraping tools are deployed to collect full product-level data, including specifications, claims, pricing, and availability.
- Normalization & Structuring:
Unstructured data is cleaned, standardized, and categorized by attributes such as segment, ingredient, claim, or brand.
- Strategic Analysis:
The structured dataset is analyzed and translated into market or competitive intelligence outputs aligned with your objectives.
Typical data sources
Shelf analysis relies on publicly available digital shelf data captured directly from retail and wholesale environments.
- Online grocery retailers
- Wholesaler and foodservice assortments
- Digital product brochures and catalogs
What you receive
- Ingredient and nutritional benchmarking tables:
Side-by-side comparison of formulations and nutritional profiles.
- Product claim density heatmaps:
Visualization of claim saturation and differentiation across categories and brands.
- Assortment width and depth visualizations:
Clear overviews of category breadth, depth, and concentration.
- Shelf analysis integrated into intelligence reports:
Findings embedded directly into market, competitive, or strategy reports.
When shelf analysis is most valuable
- New product development and R&D support
- Competitive benchmarking
- Pricing strategy optimization
- Ingredient-level market sizing
Track how people actually think of your brand
Our social listening pipeline can assess trends in public sentiment on a large scale by utilizing AI techniques, allowing for easily tracking over time.