HomeCase StudiesSnacks & Savouries
Packaged snack products
Modeled deployment · FMCG snacks

Crunchline Foods — coverage of
1,900 kirana outlets, verified.

Chips & extruded snacks ~45 field reps (modeled) GT kirana + modern trade · distributors
The scenario

A regional chips brand going state-wide.

Crunchline is a modeled mid-size snack brand: strong in two districts, expanding across the state. Reps cover kirana and supermarket beats booking secondary orders; promoters run weekend sampling counters at high-footfall stores; three distributors fulfil everything.

The classic growth problem: coverage claims nobody can verify, sampling spend with no conversion data, and a distributor network whose stock is a month-end mystery. The mapping below shows Visaler deployed against exactly that.

The gaps to close

  • "40 stores a day" — unverifiable coverage claims
  • Sampling counters spend stock with no measured return
  • Expiry-sensitive stock moving without batch capture
  • Distributor in/out/closing reconstructed from phone calls
  • Incentive payouts argued every month-end
The mapping

Beauty modules, snack-industry nouns.

Visaler moduleConfigured for Crunchline
SalonsKirana stores, supermarkets, school-canteen counters — category A/B/C/D by weekly volume
Beats & visitsMarket beats with GPS-verified store calls; travel minutes expose unprofitable routes
Outcome picklistsOrder booked / payment collected / shelf agreement signed / sampling booked / no-stock callback
DemosWeekend sampling counters — promoters booked against the same no-double-booking calendar
Kit stockSampling kits in grams/packs: carried, consumed at the counter, remaining — per promoter
Barcode scansIncoming batch capture on distributor receipt; expiry-date codes on shelf checks
Sales ordersSecondary orders booked at the store with MRP + scheme discount snapshots
Delivery notesDistributor delivery with their invoice photo attached — mandatory
OTP portalHigh-volume stores reorder directly; requests convert to orders without a rep visit
IncentivesWeekly collection thresholds, same-day order after sampling, new-outlet conversion
Projected outcomes — modeled
+38%productive store calls per rep-week (vs. paper routes)
61%of sampling counters linked to a measurable order within 7 days
100%distributor in/out/closing visible daily, not monthly

"Sampling was our biggest unmeasured spend. Now every counter is a scheduled demo with consumed stock logged and an order linked when it converts — the report that ends the 'was it worth it' argument."

National Sales Manager — modeled persona, Crunchline Foods

Modeled case study — a deployment scenario showing how the platform's modules map to this industry. Metrics are illustrative projections, not measured results.

Your stores, your samples, your numbers.

We'll configure the outlet categories, sampling picklists and batch-scan flow for your catalog.