Building a verified retail universe in India
India's retail landscape is dominated by over 12 million kirana stores, 4 lakh medical shops, and 1.5 lakh modern trade outlets. For a typical FMCG brand, building an accurate picture of which outlets exist, where they are, and what they sell is the single biggest operational challenge. Most brands rely on distributor-provided lists, which are always incomplete, often outdated, and nearly impossible to verify.
SpireStock takes a field-up approach. Every outlet enters the system through a salesperson's mobile visit, with GPS coordinates, shopfront photo, and owner KYC captured on the spot. Duplicate detection runs automatically on name similarity and proximity, so the same shop does not get recorded twice by overlapping beats. The result is a clean, verified, growing retail universe that becomes the foundation for every downstream decision, from beat planning to sales analytics, launch targeting, and scheme management.
Learn more about how leading FMCG brands are rebuilding their retail universe from scratch in our secondary sales tracking guide and explore the broader FMCG distribution playbook.
