Current UCUI
68/100
Moderate-High Uncertainty
+4 points from prior reading
Potato Market Intelligence
Potato Enterprise Data Feed
A potato enterprise data feed delivers machine-readable market records with product, region, unit, market stage, source, observation date, publication date, revision status, confidence, and schema version preserved. MassGain supports automated procurement and analytics without stripping away the metadata needed for responsible interpretation.
Market Data
How to read this market
A potato enterprise-data-feed dataset delivers structured prices, crop estimates, stocks, shipments, trade, processing, quality, forecasts, and metadata into planning and analytics systems. The market object is the machine-readable record with product, region, unit, market stage, source, observation date, publication date, revision status, confidence, and schema version preserved.
Use the data to automate procurement and finance workflows while retaining historical vintages, stable identifiers, lineage, entitlement, and update status. Treat source publication schedules separately from feed-delivery frequency.
Data Module
Potato Enterprise Data Feed
Market objectmachine-readable potato-market record
Primary scopeprices, crops, flows, quality, forecasts
Key dimensionssource, date, product, geography
Commercial useautomated enterprise analytics
Controlsschema, revisions, lineage, entitlements
Compare withsource cadence and downstream models
Analysis
Why this matters
A fast enterprise feed does not make a slow source real-time. A daily delivery may include a newly published monthly statistic describing an older market period.
Commercial interpretation should preserve observation and publication dates and avoid silently overwriting vintages. Reliable automation depends as much on metadata and schema stability as on record volume.
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 and market-intelligence teams that need a potato enterprise data feed for automated use in planning, sourcing, risk, and analytics systems. MassGain can deliver structured prices, crop estimates, stocks, shipments, trade, processing, quality, forecasts, and metadata through scheduled files or APIs.
The feed preserves product, region, unit, market stage, source, observation date, publication date, revision status, confidence, and transformation lineage so downstream users can distinguish raw observations from normalized or modeled values. Enterprise teams can configure coverage, frequency, historical backfill, identifiers, schema versions, service monitoring, and entitlements.
Procurement can connect benchmarks with purchasing, finance can update forecasts, and analysts can build reproducible models without repeatedly cleaning source files. MassGain does not guarantee that every source updates on a fixed schedule or remove the need for data governance. It provides a controlled, versioned delivery layer that makes potato-market information machine-usable while retaining the context required for responsible decisions.
Use Case
A food manufacturer integrates daily potato prices, weekly stocks, and monthly trade data into its cloud warehouse. MassGain supplies stable identifiers, revision flags, publication timestamps, and schema notices, allowing the company to automate models without silently overwriting historical vintages.
FAQs
What can an enterprise data feed contain?
It can contain prices, crops, stocks, movement, trade, processing, quality, forecasts, and metadata.
Why are observation and publication dates separate?
A newly delivered record may describe an older market period and should not be treated as real-time.
How are schema changes handled?
MassGain versions fields and identifiers and provides documented change and validation controls.
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.