Current UCUI
68/100
Moderate-High Uncertainty
+4 points from prior reading
Potato Market Intelligence
Potato Claims Data
Potato claims data organizes disputes and adjustments tied to quality, shortage, temperature, grade, packaging, delivery, price, or contract performance. MassGain normalizes claim patterns by activity and connects them with regional quality, freight, supplier history, replacement prices, and resolution outcomes to reveal recurring commercial loss.
Market Data
How to read this market
Potato claims data organizes commercial disputes or adjustments tied to quality, condition, shortage, weight, temperature, packaging, delivery, price, or contract performance. The object should retain supplier, product, origin, destination, shipment date, cause, quantity affected, financial value, evidence, and resolution.
Use claims history with handled volume, inspection results, regional quality, freight conditions, replacement prices, and supplier exposure. Separating frequency from severity and normalizing by activity helps reveal whether losses stem from one difficult crop, one lane, one product, or recurring execution.
Data Module
Potato Claims Monitor
Claim typequality, shortage, transit, price, or service
Productdefined lot or shipment
Counterpartysupplier, carrier, or buyer
Evidenceinspection, contract, temperature, or weight
Impactaffected volume and commercial loss
Decision usesupplier risk and claims control
Analysis
Why this matters
A higher claim count does not necessarily mean performance worsened if shipment volume also increased. Claims should be normalized and then decomposed by cause and severity. Repeated small losses on one lane can be more actionable than a single regional weather event, while replacement-market conditions determine the true commercial cost of each failure.
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 teams, processors, distributors, growers, insurers, and risk managers that need structured potato claims data. Claims can arise from quality, shortage, temperature, transit damage, grade, weight, packaging, late delivery, price adjustment, inspection, or contract-performance disputes. MassGain helps organize the event, product, origin, destination, timing, cause, financial value, and resolution alongside the physical market conditions surrounding it.
Claims history becomes more useful when it is separated from simple complaint counts. A higher number may reflect increased volume, one difficult crop region, tighter customer specifications, or recurring supplier execution. MassGain compares claim frequency and severity with regional quality, storage, freight, supplier performance, replacement prices, and historical patterns. This reveals which products, regions, suppliers, and delivery windows create repeated commercial loss.
The analysis supports supplier reviews, contract terms, insurance discussions, reserves, quality programs, and sourcing decisions. Procurement can distinguish systemic market events from preventable failures, finance can estimate total claim cost, and operations can prioritize corrective work. MassGain does not adjudicate claims or replace inspection, legal, or insurance processes. It provides the independent market context needed to identify patterns, benchmark severity, and understand whether the claimed loss is consistent with available supply, quality, and replacement-cost evidence.
Use Case
A distributor’s claim count rises during winter. MassGain separates claims by supplier, origin, product, and cause and shows most losses come from temperature excursions on one lane rather than widespread crop quality. The company changes carrier controls and leaves supplier volume allocations largely unchanged.
FAQs
What can potato claims data include?
Product, supplier, origin, destination, date, cause, inspection, quantity, financial value, remedy, and resolution are useful fields.
Why normalize claims by volume?
Raw counts can rise simply because more loads or cases were handled.
How does MassGain add context to claims?
It connects claim patterns with regional quality, storage, freight, prices, replacement supply, and supplier exposure.
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.