Current UCUI
68/100
Moderate-High Uncertainty
+4 points from prior reading
Potato Market Intelligence
Private Label Frozen Fries Sourcing
Private label frozen fries sourcing maps processors and plants to the cut, coating, solids, color, length, oil, package, certifications, minimum runs, capacity, and service required by the program. Buyers can compare finished economics with regional raw-potato coverage and design core, alternate, and contingency supply.
Market Data
How to read this market
Private-label frozen-fries-sourcing data maps qualified processors and plants to the finished fry specification required by a retailer, distributor, or brand owner. The market object is the supply option by cut, coating, solids, color, length, oil, package, certifications, minimum runs, capacity, lead time, origin, raw-potato coverage, service, freight, and contract terms.
Use the data to compare delivered product economics and continuity risk across plants and regions and to design core, alternate, and contingency supply. Verify that apparent processor capacity is supported by suitable potato varieties and crop coverage.
Data Module
Private-Label Frozen Fries Sourcing
Market objectqualified private-label fry supply
Primary measurescost, capacity, quality, service
Key dimensionsplant, region, cut, coating, package
Commercial usesupplier award and continuity planning
Risk contextraw-potato coverage and plant capacity
Compare withfreight, specifications, alternate plants
Analysis
Why this matters
A low national bid can hide regional concentration or weak raw-potato coverage. Installed fry capacity is not dependable supply if the plant lacks the required long tubers, solids, or approved origin during the delivery window.
Commercial interpretation should map finished specifications back to plants and crops. Regional split awards can reduce risk without sacrificing the economics of a strong supplier where it is genuinely competitive.
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 food processors, retailers, distributors, and brand owners sourcing private-label frozen fries. The decision requires more than a finished-case quote: cut, coating, solids, color, length, oil, package, plant approval, capacity, service, origin, and raw-potato coverage determine whether a supplier can perform consistently. MassGain connects private-label requirements with processor and physical-market evidence.
The suite can organize manufacturers, plants, specifications, certifications, pack formats, minimum runs, lead times, capacity, regions, contract terms, and historical quality. Buyers can compare delivered cost after rebates, freight, waste, and service. Quality teams can assess consistency and claims. Commercial teams can align product with customer positioning. Market intelligence can identify whether a low-priced offer depends on an exposed crop region or scarce production window.
MassGain does not certify suppliers or guarantee private-label performance. It provides a structured sourcing framework that helps teams compare qualified manufacturers, understand raw-material and capacity risk, and design core, alternate, and contingency supply. The result is a decision based on dependable finished-product economics rather than brand familiarity or one attractive opening price.
Use Case
A retailer tenders a private-label fry program across three regions. MassGain shows the lowest national bidder lacks western capacity and depends on one tight potato basin. The retailer awards eastern volume there, uses a second processor in the west, and preserves a qualified backup for peak promotions.
FAQs
What should be specified for private-label fries?
Cut, coating, color, solids, length, package, oil, quality, certification, service, and delivery must be defined.
Why assess raw-potato coverage?
Processor capacity is not dependable if the plant lacks suitable varieties, quality, or contracted supply.
How does MassGain compare suppliers?
It combines finished cost, plant capability, quality, contracts, capacity, regions, service, and potato-market 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.