Current UCUI
68/100
Moderate-High Uncertainty
+4 points from prior reading
Potato Market Intelligence
Potato Foodservice Patron Study
potato foodservice patron study is best understood as a clearly defined physical-market object rather than a context-free headline. MassGain connects campaigns, menu or customer signals with shipments, distributor movement, processor demand, prices, and repeat activity so teams can distinguish attention from durable consumption.
Market Data
How to read this market
potato foodservice patron study data connects demand, customer behavior, menu or campaign activity with physical potato-market outcomes such as shipments, processor pull, distributor movement, prices, product mix, and repeat purchasing.
Use the data to compare channels and periods and to distinguish promotional reach or stated preference from incremental commercial demand supported by real movement.
Data Module
Potato Foodservice Patron Study
Market objectdemand or customer signal
Primary measuresprice, volume, availability
Key dimensionsregion, product, quality, period
Commercial usesourcing and market analysis
Controlssource, definition, timing, basis
Analysis
Why this matters
Promotional activity and stated preferences do not automatically become durable potato demand; volume can shift between products or channels without expanding the category.
Commercial interpretation should compare campaigns or survey signals with orders, shipments, menu use, repeat purchasing, and processor activity.
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 10, 2026Latest MassGain publication
Potato prices quiet at $30/cwt as regional harvest damage buzzes beneath the surface
Market indicators are stable, but reporting from Europe and select growing areas shows real, localized crop stress — a reminder that steady headline prices can mask uneven physical risk.
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 potato organizations, foodservice operators, processors, marketers, and analysts studying how restaurant patrons perceive and purchase potato dishes. A potato foodservice patron study can examine menu choice, frequency, preferred formats, willingness to pay, health perceptions, portion expectations, preparation styles, and the role potatoes play in restaurant satisfaction.
MassGain places patron research alongside actual commercial signals such as restaurant traffic, menu penetration, processor shipments, distributor activity, product mix, and pricing. This helps users distinguish stated consumer preferences from behaviors that materially affect potato demand.
The platform is most useful when survey findings are treated as one input rather than a complete market forecast. Patron attitudes can help explain why demand is changing, while volume, menu, supply, and price data show whether those attitudes are translating into real market activity.
Use Case
A restaurant chain finds that patrons say they prefer premium seasoned potato sides. MassGain compares the survey result with menu sales, repeat orders, distributor movement, and supplier capacity before the chain expands the item system-wide.
FAQs
What does a potato foodservice patron study measure?
It can measure preferences, purchase frequency, menu choices, willingness to pay, perceptions, and satisfaction related to potato dishes.
Are consumer surveys enough to forecast potato demand?
No. Survey responses should be compared with actual sales, traffic, menu penetration, shipments, and pricing.
How can patron research help potato suppliers?
It can identify preferred formats, emerging menu opportunities, price sensitivity, and potential changes in foodservice demand.
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.