Current UCUI
68/100
Moderate-High Uncertainty
+4 points from prior reading
Potato Market Intelligence
Potato Demand Planning
Potato demand planning turns customer orders, consumption, promotions, seasonality, growth, inventory policy, and product mix into requirements by period and specification. MassGain tests that plan against regional crop timing, storage, capacity, prices, contracts, and alternate supply.
Market Data
How to read this market
Potato Demand Planning converts customer orders, consumption, promotions, seasonality, growth, inventory policy, and product mix into forward potato requirements by period and specification. The supply side should map those requirements to supplier plants, growing regions, varieties, storage windows, and contract coverage.
Use the data to separate dependable base demand from uncertain promotional or growth volume. Test the demand plan against crop timing, storage, processing capacity, freight, prices, and qualified alternatives so procurement can commit firmly where confidence is high and preserve options where it is not.
Data Module
Potato Demand Planning Monitor
Demandbase, seasonal, and promotional
Productform and specification
Supplysupplier plants and regions
Timingdelivery and crop windows
Coveragecontracts and optional volume
Decision useforward requirements
Analysis
Why this matters
A national demand total can look well covered while one product, region, or delivery month is short. Forecast error is also more expensive when the marginal volume sits in a thin market. Demand planning should therefore be matched to the physical supply node and confidence level rather than managed only as an annual aggregate.
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 procurement planners, processors, distributors, restaurant buyers, growers, and finance teams that need a disciplined potato demand-planning process. Demand planning converts customer orders, consumption, promotions, seasonality, store or plant growth, inventory policy, and product mix into a forward requirement by period and specification. MassGain adds regional supply, crop timing, storage, processor capacity, price, and market-risk context so the demand plan can be tested against what the potato market is likely to support.
The platform helps teams separate dependable base demand from uncertain promotional, export, or growth volume. That distinction allows procurement to contract stable requirements, preserve options for upside, and avoid paying scarcity premiums on low-confidence forecasts. Demand can be mapped by supplier plant, distribution region, product, variety, and delivery window, revealing where a national total hides a concentrated sourcing problem. Processors can align intake and capacity, distributors can set branch inventory, growers can assess contract demand, and finance can model spend scenarios. The result is a demand plan connected to the physical constraints and timing of potato supply rather than an isolated sales forecast.
Use Case
A QSR plans a national fry promotion with uncertain participation. MassGain combines base restaurant usage, promotional ranges, supplier plants, regional crop conditions, and capacity. Procurement locks core demand, reserves optional production for the next tranche, and avoids committing to expensive marginal supply until participation becomes clearer.
FAQs
What inputs belong in potato demand planning?
Consumption, orders, promotions, seasonality, growth, inventory, product mix, lead times, and service targets are common inputs.
Why separate base and uncertain demand?
Stable demand can be firmly covered while promotional or growth volume may benefit from flexible contracts or options.
How does MassGain improve demand planning?
It connects internal requirements with regional supply, crop timing, storage, capacity, prices, and sourcing risk.
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.