Map the universe
Build one market view across geographies, outlet types, current coverage, category value, and route-to-market layers.
01 FMCG distribution intelligence
Whitespace is not every uncovered outlet. It is the gap between today’s reach and the coverage that market potential can sustain.
The principle
A useful whitespace view joins external potential with internal execution. The result is a focused list of territories and outlet segments, each with a clear strategic role—not a blanket target to add more doors everywhere.
Working method
Build one market view across geographies, outlet types, current coverage, category value, and route-to-market layers.
Separate true reach gaps from low-potential areas by combining outlet potential with distribution and rotation evidence.
Define where direct coverage is economic and where distributors, wholesalers, or alternative models should extend reach.
Test acquisition and handover plays in focused territories, then scale only when leading and lagging indicators hold.
Decision model
Segment markets using evidence of demand potential and current route-to-market strength. The action should follow the archetype.
Strong potential, visible coverage gap. Expand reach with focused economics.
Strong potential and grip. Defend leadership and grow category productivity.
Lower near-term potential. Maintain efficient service and release capacity.
Attractive pockets, weak grip. Test targeted plays before committing scale.
Core scorecard
The share of relevant outlets carrying the product. Use it to see how broadly the network is present.
Coverage weighted by category value. It distinguishes high-value distribution from reach for reach’s sake.
Sales generated by each active outlet. Read alongside distribution to avoid adding low-rotation doors.
Rate of sale within covered outlets. It signals where availability, assortment, and brand pull are working together.
The share of acquired outlets that remain active after launch support or the first buying cycles end.
The full delivery and selling cost behind each coverage model, territory, and outlet segment.
Your FMCG data scientist