Current UCUI
68/100
Moderate-High Uncertainty
+4 points from prior reading
Potato Market Intelligence
Potato Category Spend Forecast
For restaurant procurement teams, potato category spend forecast helps forecast potato-category spend by product, supplier, contract reset, regional benchmark, and demand. MassGain connects the decision to matched regional benchmarks, crop and storage conditions, contract timing, freight, and supplier exposure so commercial assumptions remain explainable.
Market Data
How to read this market
A potato category spend forecast estimates total future potato-product spend by combining expected volume, product mix, supplier pricing, regional potato benchmarks, contract reset dates, freight, yield, and market scenarios. It should preserve the different exposures behind fries, hash browns, wedges, and other products rather than apply one inflation rate.
MassGain provides crop, storage, price, and regional availability context so procurement and finance can forecast by supplier, product, and period and update only the assumptions that actually change.
Data Module
Category spend context
Volumeforecast demand by product
Supplier and plantsource of each item
Benchmarkregional potato-market assumption
Contract timingreset and pass-through schedule
Delivered costsfreight, yield, and other components
Decision usebudget, outlook, and contingency planning
Analysis
Why this matters
Spend risk is usually concentrated rather than uniform. One contract resetting during late storage can drive most upside exposure while the rest of the category remains covered or linked to a different market.
MassGain helps locate that concentration. The analytical benefit is targeted contingency and more accurate forecast updates instead of spreading one regional event across every potato SKU.
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 is for QSR and restaurant procurement teams that need to forecast total potato-category spend across future months, contract resets, promotions, and menu changes. A potato category spend forecast connects expected volume with supplier pricing, regional potato benchmarks, product mix, freight, yield, waste, and the timing of commercial agreements. MassGain’s potato data suite supplies the external market layer—crop outlooks, storage conditions, regional availability, historical seasonality, and price scenarios—so the forecast is built around the physical exposures behind each product rather than a single category-wide inflation assumption.
The approach is especially useful when fries, hash browns, wedges, and fresh potato items are supplied by different plants and sourcing regions. MassGain helps procurement map each supplier and contract window to the relevant market, model base, tight, and easing cases, and identify where uncovered or repricing volume creates the largest uncertainty. Internal demand, promotional calendars, serving yields, and store growth can then be layered onto those market assumptions.
The forecast supports annual budgets, monthly outlooks, accruals, supplier negotiations, and menu-margin planning. It also makes revisions more precise: when one crop region tightens, the affected contract can be updated without applying a blanket increase to every potato SKU. MassGain does not predict exact invoices or replace internal demand planning. It provides transparent, updateable market assumptions that help procurement and finance understand where spend risk sits, how large the plausible range is, and which indicators should trigger a forecast change.
Use Case
A restaurant group forecasts next year’s potato spend across fries, breakfast potatoes, and wedges supplied by four plants. MassGain maps each contract to its regional benchmark and reset date, then models favorable-crop, base, and tight-storage scenarios. The analysis shows most upside risk is concentrated in one late-season fry contract rather than the full portfolio. Procurement secures limited optional coverage for that period, while finance holds a targeted contingency and keeps the remaining category forecast near base.
FAQs
What belongs in a potato category spend forecast?
Include expected volume, product mix, supplier plants, contract dates, regional benchmarks, freight, yield, waste, and promotional demand.
Why forecast by product and supplier instead of one inflation rate?
Different plants, regions, contract windows, specifications, and market exposures can produce very different cost paths.
How does MassGain improve forecast updates?
It lets teams revise the specific regional and contractual assumptions affected by new crop, storage, availability, or price evidence.
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.