Current UCUI
68/100
Moderate-High Uncertainty
+4 points from prior reading
Potato Market Intelligence
Foodservice Potato Volume Forecast
A foodservice potato volume forecast estimates future cases, pounds, servings, or raw-potato equivalent by segment, product, geography, and period. Procurement, distributors, and processors can convert restaurant demand drivers into inventory, plant-capacity, and crop requirements.
Market Data
How to read this market
Foodservice potato-volume-forecast data estimates future cases, pounds, servings, or raw-potato equivalent across fries, hash browns, tots, mashed products, fresh potatoes, and other formats. The market object is physical demand by segment, product, geography, customer, and period.
Use the forecast to convert restaurant traffic, openings, menu penetration, serving size, promotions, distributor movement, contracts, and inventories into processor and raw-material requirements. Preserve base, upside, and downside cases and forecast revisions.
Data Module
Foodservice Potato Volume Forecast
Market objectforecast physical foodservice demand
Primary measurescases, pounds, raw-potato equivalent
Key dimensionssegment, product, geography, period
Commercial usedemand and supply planning
Driverstraffic, menus, promotions, inventory
Compare withprocessor capacity and raw coverage
Analysis
Why this matters
Sales growth can overstate physical volume when menu prices rise, while new restaurant openings may not contribute a full-period run rate. Finished cases and revenue should therefore be forecast separately.
Commercial interpretation should translate downstream demand through processor yield and inventory before adjusting raw-potato procurement.
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, foodservice distributors, processors, and finance teams that need a foodservice potato volume forecast. The forecast estimates future cases, pounds, or raw-potato equivalent required across fries, hash browns, tots, mashed products, fresh potatoes, and other formats. MassGain combines downstream demand signals with inventory, processor capacity, and physical potato supply.
The suite can model restaurant traffic, locations, menu penetration, attachment rates, serving sizes, promotions, seasonality, distributor movement, customer contracts, and economic scenarios. Procurement can convert demand into contract and call-off requirements. Processors can align plant schedules and raw coverage. Distributors can position inventory by branch. Finance can compare base, upside, and downside volume with working capital and margin.
A forecast should separate price-driven sales growth from physical consumption and account for product substitution. MassGain documents assumptions, confidence, revisions, and forecast error. It does not guarantee customer demand. It provides a transparent enterprise planning framework that connects restaurant behavior with finished-product cases, processing requirements, and the regional potato markets needed to support them.
Use Case
A distributor forecasts strong fry growth from new restaurant openings. MassGain adds opening dates, ramp curves, menu mix, serving size, existing branch inventory, and processor lead times. The first-quarter forecast is reduced because many openings occur late in the period, preventing premature inventory buildup.
FAQs
What inputs drive a foodservice potato forecast?
Traffic, locations, menus, servings, promotions, contracts, seasonality, inventory, and customer plans all matter.
Why convert cases into raw-potato equivalent?
It helps processors and procurement understand the physical crop and capacity required to support finished demand.
How does MassGain manage uncertainty?
It documents assumptions and revisions and presents base, high, and low scenarios with forecast error.
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.