Most FMCG leadership reviews start from primary sales: what was invoiced to distributors and stockists this month. It is reliable, it is in SAP, and it can be badly misleading. A strong primary month can hide stock piling up with distributors, outlets dropping out of the beat, or a competitor winning shelf space in one state.
Why secondary sales stay dark
Secondary sales — what distributors sell on to retailers — live in distributor management systems, spreadsheets and salesperson apps, each with its own product codes and outlet lists. Tertiary sales from modern trade arrive as retailer reports on their own calendar. By the time they are stitched together, the month is over.
- Distributor feeds in different formats and product codes
- Duplicated outlet masters across salesforce, DMS and census data
- Scheme claims checked by hand, long after the sale
- Modern-trade sell-out on a different calendar from general trade
One record, three layers
The fix starts with data, not dashboards: a golden product and outlet record, distributor feeds normalised daily, and primary, secondary and tertiary sales reconciled within agreed tolerances. Breaks are explained, not hidden. On top of that record, distributor health scores and outlet-level next-best-SKU recommendations become possible.
Three sales layers, one record
How a consumer business can see past the distributor
| Layer | Typical source | What it tells you |
|---|---|---|
| Primary | SAP billing | What you shipped into the channel |
| Secondary | Distributor management system | What the channel sold on, and where stock sits |
| Tertiary | Modern-trade and app sell-out | What shoppers actually bought |
Note: Illustrative structure.
Where it pays first: claims
Distributor scheme claims are a natural first use. An agent can match each claim to the scheme terms, the secondary sales behind it and the GST e-invoices, price any mismatch and draft the query. The area sales manager still decides — but starts from evidence rather than a spreadsheet.