Current UCUI
68/100
Moderate-High Uncertainty
+4 points from prior reading
Potato Market Intelligence
Qsr Potato Category Spend
QSR potato category spend brings frozen fries, hash browns, tots, mashed products, fresh potatoes, and related charges into one purchasing view. Category teams can decompose spend into price, volume, mix, freight, rebates, and store growth, then compare the matched price component with processor and potato-market evidence.
Market Data
How to read this market
QSR potato-category-spend data aggregates purchases of frozen fries, hash browns, tots, mashed products, fresh potatoes, specialty cuts, and related category charges under a consistent scope. The market object is spend by chain, region, distributor, processor, product, package, contract, and period, including freight, rebates, and other defined adjustments.
Use the data to decompose total spend into price, volume, mix, freight, rebate, new-store, and off-contract effects and to connect invoice movement with physical potato and processor markets. Keep category growth separate from unit-cost inflation.
Data Module
QSR Potato Category Spend
Market objectrestaurant potato-category purchases
Primary measuresspend, volume, net unit cost
Key dimensionsregion, product, processor, distributor
Commercial usecategory and sourcing management
Variance driversprice, volume, mix, freight, rebates
Compare withcontracts, menu demand, market benchmarks
Analysis
Why this matters
Category spend can rise sharply even when like-for-like prices move little because store count, promotional volume, or premium-product mix changes. Conversely, a price increase can be hidden by lower demand.
Commercial interpretation should decompose spend before negotiating with suppliers. Only the matched price component should be compared with potato-market evidence.
Signal 01
Usable Crop Uncertainty Index
UCUI translates crop and market complexity into a simple uncertainty signal. Higher readings indicate greater uncertainty—not necessarily higher prices.
Understand uncertainty. Anticipate risk. Act earlier.
UCUI is designed to analyze potato-industry publications and data signals across regions, varieties, weather, disease, storage, supply, and demand.
WeatherHigh
DiseaseHigh
StorageMedium
SupplyMedium
Single-day snapshot based on a scan of 11,500+ web and social signals. Get historical and real-time data by clicking the button below.
The MassGain Daily
Today’s market analysis.
A daily editorial synthesis of physical potato data, crop signals, market reporting, and what participants should watch next.
September 16, 2026Latest MassGain publication
Potato market steady for now; Russia’s smaller crop is the salient risk
Spot prices are flat and USDA terminal reports read ‘market steady,’ but a renewed forecast for a smaller Russian harvest and recent regional harvest stress leave seasonal import timing and storage losses as the key uncertainty.
Signal 02
MassGain Potato Index
Independent physical-pricing intelligence and market-trend analysis for procurement, forecasting, contracting, and scenario planning.
Core Russet Carton Median
312.45 USD/MT
Latest qualifying physical-market observation
+4.75 (+1.55%)
Price discovery for the physical potato market
MPI is designed to track physical pricing data, price trends, deltas, and divergences across regions and potato types.
Series window45 days
Current public coverageCore russet cartons
Primary source basisQualifying USDA physical rows
UnitUSD per metric tonne
Single-day snapshot based on most recent 45 days worth of data. Limited to US Russets only. Get more complete, global data about all varieties by clicking the button below.
Signal 03
MassGain Spot Reference
An independent spot reference designed for price discovery, contract discussions, procurement comparisons, and risk modeling.
Russet Burbank — U.S. Midsize
305 USD/MT
Demonstration reference format
+1.6% WoW · Confidence: High
A trusted benchmark for pricing, contracts, and risk
MSR is intended to use real transactions and verifiable physical-market data to support negotiations, price checks, contracting, and risk models.
ProductRusset Burbank
SpecificationU.S. midsize, 40–70 count
Reference typePhysical spot benchmark
StatusIn development
Based on most recent 45 days worth of data. Limited to US Russets only. Get more complete, global data about all varities by clicking the button below. Full access also includes historical data -- including depreciated NYMEX/CBOE/EEX spot references -- projections, trends, and AI-driven insights.
The MassGain Product Ladder
From insight to intelligence to action
Four integrated products built for the physical potato market, delivered through public pages, reports, exports, dashboards, and API access.
1
Content
Original research, commentary, aggregated news, and market updates.
- What matters right now?
- What is happening out there?
2
UCUI™
Usable Crop Uncertainty Index: an AI-powered signal of crop risk and market uncertainty.
- Understand uncertainty
- Anticipate risk
- Act earlier
3
MPI™
MassGain Potato Index: independent physical-pricing intelligence and trend analysis.
- Price discovery
- Regional trends
- Procurement planning
4
MSR™
MassGain Spot Reference: an independent benchmark for price discovery and risk modeling.
- Contracts
- Negotiations
- Risk models
Content + UCUI + MPI + MSR + API access
Get historical series, regional detail, constituent data, exports, alerts, and direct data access.
Overview
Who is this for?
This page is for QSR and restaurant procurement teams, finance leaders, and category managers that need a complete view of potato category spend. The category can include frozen fries, hash browns, tots, mashed products, fresh potatoes, specialty cuts, oil, packaging, distributor charges, and related rebates depending on the organization’s scope. MassGain helps users connect spend with volume, suppliers, contracts, menus, and physical potato markets.
The suite can organize purchases by chain, region, distributor, processor, product, package, contract, and period. Procurement can separate price, volume, mix, freight, and rebate effects. Finance can reconcile invoice spend with restaurant sales and inventory. Category teams can identify supplier concentration, off-contract buying, pack proliferation, and regional cost differences. Market intelligence can show whether a spend increase reflects genuine potato inflation or a shift toward premium products and higher-cost channels.
MassGain does not replace ERP or spend-management systems. It adds the potato-specific market and product layer needed to turn transaction totals into sourcing decisions, supplier negotiations, demand forecasts, and category strategy.
Use Case
A restaurant group reports potato spend up 11% year over year. MassGain separates a 3% case-price increase, 4% new-store volume, 2% premium-cut mix, and 2% distributor and freight effects. Procurement focuses negotiations on the unsupported distribution component instead of challenging the full increase.
FAQs
What belongs in QSR potato category spend?
Products, distributors, processors, freight, rebates, packaging, and related contracted charges may belong.
Why separate price, volume, and mix?
Total spend can rise because more product was purchased or because the basket changed, not only because prices increased.
How does MassGain improve category management?
It links spend with contracts, suppliers, menus, demand, inventory, benchmarks, and regional supply.
Put this market intelligence to work
Get historical data, regional detail, benchmarks, alerts, exports, and API access tailored to your procurement
and market-analysis needs.
Data and Methodology
Professional market-data standards
MassGain is building transparent public market infrastructure. Each live metric will identify its date, unit, coverage, methodology, and source basis.
Data provenance
MassGain uses public, licensed, contributed, and independently derived physical-market information. Source availability and publication schedules vary.
Timing and revisions
Figures may reflect the latest available observation rather than a same-day transaction. Source data and MassGain calculations may be corrected, restated, or revised.
Not transactional pricing
MassGain figures are informational reference values and do not constitute executable bids, offers, settlements, or guarantees that a transaction can occur at the displayed value.
No individualized advice
Content and data are provided for informational and analytical purposes and do not constitute financial, investment, legal, trading, or individualized procurement advice.
Independent publication
Certain observations may be derived from USDA reports. MassGain is independent and is not affiliated with or endorsed by the USDA.
Commercial use and licensing
Public display does not grant rights to reproduce, redistribute, republish, or incorporate MassGain indices or references into commercial products or contracts without authorization.