How TPM Software Improves Sales Forecasting Accuracy & Promotion ROI

TPM software improves sales forecasting accuracy and promotion ROI by turning trade‑promotion activity into structured data: baselines, incremental lift, live accrual and secondary‑sales feeds for forecasting; and true, settled promotion cost for ROI. Both collapse when the data lives in spreadsheets — which is why measurement is the value story here.

Forecasting: baseline vs incremental lift

The first job is separating baseline demand (what would have sold anyway) from incremental lift (what the promotion actually drove). With scheme calendars, live accrual and secondary‑sales feeds in one system, you can estimate lift and forecast both demand and the scheme liability — instead of being surprised at period‑close. This builds on the trade promotion management pillar and the channel view in the CPG trade promotion guide.

ROI: measuring true promotion return

Promotion ROI = incremental revenue ÷ true promotion cost — and the "true cost" is the catch. It includes the settled claim value and the leakage a spreadsheet hides, so ROI built on an estimated cost is fiction. Clean claim and settlement data are the prerequisite; the transparent method is in the claims management ROI benchmark, and the cost side is quantified in revenue leakage in rebate programs.

Why spreadsheets can't do either

Need	Spreadsheet reality	With TPM software
Baseline vs lift	Guessed	Modelled from data
Liability forecast	Quarter-end surprise	Live accrual
True promotion cost	Estimated	Settled + reconciled
Next-scheme decision	Gut feel	What-if simulation

The analytics discipline mirrors rebate analytics on the rebate side.

What-if simulation improves the next scheme

Once the data is clean, you can simulate a scheme's cost and expected lift before funding it — and retire the ones that don't pay back. (Note: "marketing campaign" phrasing, in this channel context, maps to trade promotions.) Present any figures as your own measured results, not industry benchmarks.

Where ClaimDS fits

ClaimDS gives finance the live accrual, settled claim data and scheme analytics that make forecasting and ROI measurable — India-first, at a mid-market price (a ClaimDS-supplied ~₹3–5 lakh/yr figure, positioning not a benchmark). It sits alongside the CPG trade promotion guide and secondary scheme settlement.