Current UCUI
68/100
Moderate-High Uncertainty
+4 points from prior reading
Potato Market Intelligence
French Fry Supply Chain
The french fry supply chain runs from seed and contracted acreage through growers, storage, raw-potato transport, processing, packaging, frozen storage, distribution, and customers. MassGain maps shared crop regions, plants, storage networks, specifications, and freight corridors so procurement and risk teams can identify hidden concentration and secure genuinely independent backup capacity.
Market Data
How to read this market
The french fry supply chain runs from seed and contracted acreage through growers, storage, raw-potato transport, processing plants, oil and packaging inputs, frozen storage, distribution centers, and restaurant or retail customers.
Use supply-chain data to map shared regional dependencies, plant concentration, product specifications, inventory, contract windows, cold-chain routes, and alternate capacity. The objective is to understand where a field, storage, factory, or logistics disruption can become a service failure.
Data Module
French fry supply-chain context
Fieldseed, acreage, growers, and crop regions
Storageraw-potato inventory and quality
Processingplants, lines, and capacity
Inputsoil, packaging, energy, and labor
Cold chainwarehouses, freight, and distribution
Decision usecontinuity, sourcing, and network-risk planning
Analysis
Why this matters
Supplier count can overstate resilience when several processors depend on the same growing basin, variety, or storage network. A crop shock can therefore propagate through nominally different vendors.
The strongest analysis maps common physical dependencies and the time it takes disruption to transmit. Raw-potato shortages may first reduce plant flexibility, then finished inventory, then customer fill rate. Early identification allows backup capacity or alternate regions to be secured before the bottleneck reaches restaurants.
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 processors, restaurant procurement teams, distributors, logistics leaders, lenders, and analysts that need to understand the french fry supply chain from field to customer. The chain includes seed and contracted acreage, growers, storage, raw-potato transport, processing plants, oil and packaging, frozen warehouses, distribution centers, and restaurants or retail customers. MassGain connects the external market signals moving through those stages.
A disruption in one link can transmit differently through the network. Delayed harvest may tighten plant intake, deteriorating storage may reduce usable yield, a factory outage may constrain finished inventory, and freight or cold-chain problems may affect only certain destinations. MassGain helps users map regional dependencies, supplier plants, product specifications, contract windows, inventory, and alternate routes. Procurement can identify hidden concentration, operations can coordinate production and inventory, finance can model cost and working-capital effects, and lenders can trace shared exposure across borrowers. Historical prices, supply signals, and geospatial relationships show whether an issue is local or likely to spread. The result is an end-to-end view that supports continuity planning, sourcing diversification, and faster intervention before a crop or logistics problem becomes a restaurant service failure.
Use Case
A restaurant chain buys fries from three processors but MassGain reveals that two plants depend on the same growing basin and cold-storage network. When storage quality weakens, procurement reserves capacity in another region, logistics preplans alternate lanes, and operations protects the most critical distribution centers.
FAQs
What does the french fry supply chain include?
Seed, growers, storage, potato transport, processing, oil, packaging, cold storage, distribution, and customers.
Why can multiple suppliers share one risk?
Their plants may depend on the same growing region, variety, storage network, or freight corridor.
How does MassGain support continuity planning?
It maps physical dependencies and connects regional prices, crop, storage, capacity, inventory, and logistics.
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.