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Locational Intelligence

Why Some Malls Convert Buyers (and Others Just Attract Crowds) – A Catchment Analysis Report by Xpert

We analyzed 122K+ buyers around one of Delhi’s top malls and found it’s not just location—it’s buyer psychology, brand fit, and catchment alignment that make all the difference.

Where Should You Stock Next in Mumbai? A Ground-Up Look at GT Distribution Hotspots

We analyzed 6L+ buyer journeys to uncover the top stores, pincodes, and societies driving demand. Stop guessing—start stocking where it counts.

Are You Really Targeting India’s Top Buyers—Or Just Its Most Populated Areas?

80% of buyers in Tier-1 cities live in just 20% of areas. This report reveals India’s top buying pincodes so you can stop wasting reach and start targeting where it really counts.

Where East India Really Shops – Xpert Report

Planning to grow your retail footprint across East India? But not sure if you should bet on Bhubaneswar, Guwahati, or somewhere smaller like Asansol? Most...

Noida’s Top Retail Store Locations Based on Real Buyer Data – Xpert Report

Expanding in Noida? Sector 18, 62 & 76 drive major spends—but most brands chase population, not buyers. Xpert’s 2024 report shows where Noida really shops.

Gurgaon’s Top Retail Store Locations Based on Purchasing Data – Xpert Report

This report reveals the 9 pincodes housing 85% of active buyers, with deep insights on locality traits, top categories, and retail-ready hotspots across the city.

Ahmedabad’s Top Retail Store Locations Based on Purchasing Data – Xpert Report

This report uncovers the 8 pincodes driving 43% of all retail purchases—revealing where tradition meets trend, and where brands should focus next to win the city’s most active buyers.

Kolkata’s Top Retail Store Locations Based on Purchasing Data – Xpert Report

Just 20 pincodes drive over 40% of the city’s retail sales. This report breaks down the high-intent hotspots, buyer behavior, and premium retail zones shaping modern Kolkata.

Hyderabad’s Top Retail Store Locations Based on Purchasing Data – Xpert Report

This report unpacks Hyderabad’s real retail hotspots—featuring the 7 pincodes that drive nearly half the city’s purchases. Backed by actual buying data, it reveals surprising patterns and challenges everything you thought you knew about where Hyderabad shops.

Xpert Pune Buyers Insight Report: Where the City Shops & What Drives Sales

Are you a brand looking to expand your retail presence in Pune? But need to identify which localities & pincodes truly matter based on...