Retail Census & Shop Census Study

A retail census also called a shop census study is an exhaustive, street-by-street survey of every retail outlet in a defined geography. Unlike a retail audit, which tracks performance in a sample of stores, a census counts and classifies the entire retail universe.

It tells a brand exactly how many outlets exist, where they are, what categories they stock, and which ones its distribution is currently not reaching.

Most distribution plans are built on assumptions about how many outlets exist in a market. A retail census replaces that assumption with ground-verified data outlet by outlet, street by street.

Use it to:

• Find every outlet in your category that your distribution is currently missing
• Build the universe database from which a statistically valid retail audit panel is drawn
• Map competitor presence at the outlet level before entering a new market
• Verify distributor coverage claims against what is actually happening on the ground
• Identify which outlet types, localities and town classes represent the highest expansion potential

Our census is scoped around your category and outlet profile. Standard data points we collect include:

• Outlet name, address and geo-tagged location
• Outlet type and classification by your standard taxonomy
• Beat and locality mapping
• Product categories and brands stocked
• Competitor product and SKU presence
• Distribution coverage status
• Refrigeration and storage facilities
• Monthly turnover estimate and floor space
• Hours of operation

Field execution is where a retail census succeeds or fails. This is how we run ours.

Beat Mapping

We divide the target geography into defined street-level units before any field team moves. Every area is assigned to a specific investigator — no overlap, no missed streets.

On-Ground Enumeration

Trained investigators go outlet by outlet, classifying each store against your defined profile. Digital data collection instruments use no paper forms, no manual reconciliation errors.

Geo-Tagging and Photo Verification

Every outlet visit is GPS-tagged and timestamped. Photo capture of the outlet is standard, creating an auditable record of every store in the census.

Classification and Coding

Outlets are classified against your taxonomy whether your internal classification or an industry standard. Category and SKU presence is coded to match your product hierarchy.

Quality Control

Independent back-checks run on a defined percentage of every census. Geo-tag anomalies, duplicate entries and classification errors are resolved before data delivery.

Retail census requirements vary by category; a kirana census for an FMCG brand and a chemist outlet census for a pharma company need different classification frameworks. We adapt accordingly.

• FMCG and Consumer Goods
• Healthcare and Pharmaceuticals
• Consumer Electronics and Durables
• Telecom and Mobile
• Paints and Building Materials
• Banking and Financial Services

• Established in 2004, with leadership experience from AC Nielsen, IMRB and Ipsos
• Completed 50,000+ outlet census in a single Mumbai study using map-based beat planning
• ISO-certified quality control with geo-tagging, photo evidence and independent back-checks
• Pan-India reach across metros, Tier 2, Tier 3 and rural markets
• Digital data collection with real-time field monitoring — no paper, no manual errors
• Multilingual field teams for Tier 3 and rural town coverage