Trade Promotion Management: Where the Process Breaks Down
Trade promotion management data lives in three systems with three owners. 40% of small-brand trade spend goes unmeasured because nobody reconciles them.
A Retail Velocity Report That Tells You What to Do Next
Most retail velocity reports say what happened. Nine decision modes turn scan data into shelf defense, production plans, promo ROI, and distribution expansion.
Retail Readiness Scorecard: Most Brands Discover They Aren't Ready After the Buyer Says Yes
The hard part is the 90 days after the buyer says yes. A retail readiness scorecard finds the operational gaps before the placement becomes a loss.
Remittance Parsing Is the $300K Bottleneck in Deduction Recovery
Retailer remittance stubs arrive as PDFs in inconsistent formats. Manual remittance parsing is the bottleneck between deduction discovery and recovery.
The Recall Blast Radius of One Chili Lot: 14 SKUs Across Three Product Lines
One contaminated lot can put dozens of SKUs and hundreds of stores inside the recall blast radius. Most brands need 72 hours to map it. It should take three.
Your Production Demand Forecast Is Wrong Because Your Stockouts Suppressed the Signal
Stockouts suppress observed velocity by 15-25%. A production demand forecast built on that data under-predicts demand, guaranteeing the next stockout.
A Governed Product Master Data Model Eliminates 62% of Data-Driven Chargebacks
Most CPG chargebacks trace to twelve product master fields. A governed product master data model (brand to pallet, GTINs at every level) closes the gap.
The Monday Morning Report Is Three Numbers, Not a Dashboard
Most specialty food founders check a different number each week. A tiered Monday morning report tracks the same three signals and catches drift early.
EDI Reconciliation Stops at the Acknowledgment. Nobody Checks That the Contents Agree.
EDI reconciliation at most CPG brands stops at the 997. Quantities, prices, and item identities go unchecked across the PO lifecycle.
CPG Data Standards: The One Reference for the Fifteen Tabs You Keep Open
CPG data standards in one page: GTIN anatomy, GDSN syndication, retailer item setup, and freight-class logic, verified against GS1 and retailer sources.
Two Spreadsheets, 400 Rows Apart: What a Data Comparison Tool Finds in Seconds
When two file versions disagree on 400 rows, the cost is the hours spent finding them. A data comparison tool cuts that to seconds.
Deduction Recovery: 85 Percent of Deduction Dollars Are Never Recovered, and the Problem Is Operational, Not Financial
Deduction recovery at specialty food brands runs under 15% of deducted dollars. Five compounding operational failures, not failed disputes, explain the gap.
Contract to Cash: 15-25 Cents of Every Invoiced Dollar Disappears
Contract to cash: of every invoiced dollar, 15-25 cents disappears into deductions, chargebacks, and timing gaps. Most brands never calculate it.
contract to cashrevenue lifecycledeductionschargebackscash yieldCPG operationstrade spend deductions
Channel Profitability Analysis: Your Biggest Channel Is Rarely Your Best Investment
Channel profitability analysis ranks channels by contribution after trade, compliance, and deductions. The highest-revenue channel is often the lowest return.
SKU Rationalization: Your Worst SKUs Are Not the Ones With the Lowest Revenue
SKU rationalization by revenue rank misses the SKUs bleeding margin through trade cost, chargebacks, and velocity decay. 35% drive zero profit.
Food Broker Fees: Commission, Retainer, or Both
Commission rates run 5-12% but the fee structure (commission, retainer, or hybrid) determines what the broker prioritizes. Real ranges and total cost analysis.
Retailer Chargebacks: Four Root Causes, Most of the Damage
Most retailer chargebacks concentrate in four root cause categories. How to run the twelve-month diagnostic that maps each one to a fixable data field.
Specialty Food Brand Operational Costs: The Ten Decisions Behind $1.4M-$2.4M a Year
Ten decisions nobody owns drive specialty food brand operational costs of $1.4M-$2.4M a year. Each is answerable with data the brand already has.
CPG Demand Forecasting Built on Shipment Data Drains Small-Brand Cash
CPG demand forecasting built on ERP shipment records misses the retail scan signal, and the gap costs money in both directions.
Gross-to-Net: The Margin Analysis CPG Brands Skip
The gross-to-net bridge is built from scan allowances, MCBs, slotting fees, and distributor deductions, none of which appear on a standard P&L.
Distributor Deduction Management: The Recovery Rate Most Brands Never Measure
Most CPG brands track deduction win rate, not dispute rate: the share of invalid deductions ever contested. Distributor deduction management starts there.
distributor deduction managementdistributor deductionsdeduction recoverychargebacksCPG operationsretail deduction management
Scan-Based Trading: What Specialty Food Brands Get Wrong
SBT transfers inventory ownership, shrink liability, and reconciliation burden to the supplier. Most brands sign without reviewing those terms.
Units Per Store Per Week: The Velocity Number Retailers Use to Delist Your SKU
Units per store per week is the velocity number buyers use to delist SKUs. Brands measure it from shipments; buyers measure scans, and the gap costs facings.
The Supply Chain Data Quality Audit Nobody Has Run Yet
CPG deductions run 5-15% of gross sales. Net margins sit at 3-5%. A supply chain data quality audit traces the gap to twelve fields nobody has audited.
Product Master Data Management: 12 Fields Cause Most CPG Chargebacks
Twelve fields disagreeing across three systems cause most CPG chargebacks. Product master data management starts here: the fields, the systems, the cost.
Syndigo vs 1WorldSync: The Comparison Is Settled. The Pricing Isn't.
Syndigo bought 1WorldSync, so the vendor comparison is over. What replaces it is one supplier controlling 97% of U.S. GDSN routing on the other side of the table at renewal.