Current UCUI
68/100
Moderate-High Uncertainty
+4 points from prior reading
Potato Market Intelligence
Potato Product Inventory Data
Potato product inventory data tracks finished and semi-finished items such as fresh packs, frozen fries, dehydrated ingredients, and starch by SKU, location, age, commitments, and lead time. Linking those stocks with raw supply, plant capacity, demand, and freight helps teams identify whether shortages sit in the crop, conversion, or distribution network.
Market Data
How to read this market
Potato product inventory data tracks finished and semi-finished potato products such as frozen fries, hash browns, fresh packs, dehydrated ingredients, starch, and specialty formats across plants, warehouses, and distribution centers. It should include SKU, location, age, quantity, commitments, production source, and replacement lead time.
Use the data with raw-potato supply, processor capacity, packaging, demand, and freight to determine whether finished inventory is adequate, misallocated, or vulnerable. Product-level stock can diverge materially from raw crop availability.
Data Module
Product inventory context
Productfresh, frozen, dehydrated, starch, or specialty
Locationplant, cold store, or distribution center
Quantityavailable and committed stock
Ageshelf life or storage cohort
Replacementplant capacity and lead time
Decision usereplenishment, allocation, and production planning
Analysis
Why this matters
Raw-potato abundance does not guarantee finished-product availability. Plant downtime, packaging constraints, product mix, and customer commitments can create a shortage of one SKU while the underlying crop is comfortable.
The analytical focus should therefore be on the conversion path from raw material to saleable inventory. That distinction helps teams avoid unnecessary raw-potato buying when the real constraint sits in production or distribution.
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 distributors, wholesalers, processors, and inventory planners that need structured data on finished and semi-finished potato products rather than raw crop alone. Potato product inventory data may include fresh packs, frozen fries, hash browns, dehydrated ingredients, starch, specialty products, or other saleable formats held at plants, cold stores, warehouses, and distribution centers.
MassGain helps users place product inventories within the wider physical market. Finished-goods availability can diverge from raw-potato supply because processing capacity, product mix, packaging, customer commitments, plant downtime, and distribution location determine what can actually be shipped. The platform links inventory levels with relevant potato benchmarks, production signals, demand patterns, storage requirements, and regional logistics.
This intelligence supports replenishment, customer allocation, production planning, procurement, and margin management. A distributor can identify where stock is concentrated or aging; a processor can compare finished inventory with upcoming raw-material and capacity constraints; and a buyer can distinguish a genuine product shortage from a temporary distribution imbalance. MassGain does not replace warehouse-management or ERP systems. It supplies the external market and category context those systems typically lack, helping teams interpret whether inventory is adequate, exposed, misallocated, or likely to become more valuable or costly as conditions change.
Use Case
A frozen-potato distributor has adequate total inventory but repeated stockouts in one region. MassGain combines product-level stock, plant output, regional demand, and freight context, revealing excess standard-cut fries in one warehouse and a shortage of coated product elsewhere. The team reallocates inventory before placing expensive emergency orders.
FAQs
What can potato product inventory data include?
It can include fresh, frozen, dehydrated, starch, specialty, packaged, and other finished or intermediate products.
Why can product inventory differ from raw-potato supply?
Processing capacity, specifications, packaging, commitments, plant schedules, and location affect finished availability.
How does MassGain complement inventory systems?
It adds market prices, supply conditions, production, demand, and regional logistics context.
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.