West Atlas guide · For CPG owners and founders
How to automate weekly sales reporting for your CPG brand.
Build one repeatable process to collect retailer reports, map the products, check the numbers, and keep customized live dashboards and weekly summaries current. Start with the decisions you need to make about stock, promotions, and channel performance.
By Patrick Metz, Principal at West Atlas
Choose the decisions before the dashboard
Write down the questions you want answered each week. Which products are growing? Where is availability limiting sales? Did a promotion change units or just reduce margin? Those questions determine the sources and measures the report needs.
A useful starting report shows sales and units by SKU and channel, changes from a comparable period, and the exceptions that need attention. Add margin only when the costs and fees behind it are available and defined.
Build the reporting workflow in six steps
- List the sources and what they measure. Retailer sell-through, wholesale shipments, and DTC orders describe different activity. Label each source and keep those measures distinct so the report answers the right question.
- Collect the files on a schedule. Use an API, scheduled export, shared folder, or supported portal workflow. Keep the original file and its reporting period so a number can be traced back to the source.
- Map the products once. Connect retailer item numbers, UPCs, and internal SKUs in a maintained mapping table. Include pack size and unit conversions. Flag new or unmapped items for review.
- Align the periods and definitions. Choose the reporting week and define how returns, cancellations, discounts, and taxes are handled. Compare the same stores, channels, and time periods where possible.
- Validate before distribution. Check for missing files, duplicated records, incomplete periods, and unmapped SKUs. Reconcile totals back to each source. Mark stale data clearly and flag failed checks before anyone uses the report.
- Deliver the summary and exceptions. Refresh the customized live dashboard and send the weekly recap. Give the team a short list of changes to investigate, with the underlying data available for review.
What the founder receives
Customized live dashboards
Interactive views built around your KPIs, retailers, channels, and SKUs, with filters and reporting periods that fit your decisions. Automatic refresh follows source availability, with the latest update shown.
Exceptions worth reviewing
Unexpected drops, missing data, stock concerns, and promotion changes tied to the available sources.
A clear next action
A concise recap of what changed and which questions need a person’s judgment.
A sample weekly exception
Illustrative example, not a client result. A product’s reported units fall during an expected promotion. The report flags the change and links the sales period to the planned offer.
A separate retailer listing monitor can help the team check whether the coupon was visible and the product was available in the agreed ZIP codes or stores. The team can then investigate the cause.
Keep the reporting useful after launch
Retailer files change. New products need mapping. Your questions evolve. Agree on who checks failed runs, maintains definitions, and updates the workflow when sources change.
West Atlas offers an initial reporting build followed by ongoing support. We scope the data sources, validation rules, delivery format, and support needs before work starts. Explore automated sales reporting and CPG business intelligence or connect the report to demand planning and replenishment.
Questions about automated sales reporting
What should a weekly sales report include?
Start with sales and units by SKU and channel, changes versus a comparable prior period, and a short list of exceptions. Add inventory, returns, and promotions when the source data supports the decisions you need to make.
Can retailer exports be automated without an API?
A workflow can use scheduled exports, files delivered to a shared folder, or portal automation where supported. The approach depends on each retailer’s access, available reports, and how the data is provided.
Does the report need AI?
The calculations and reconciliation should follow defined rules. AI can help draft the commentary from validated results, while your team reviews the interpretation and decides what to do.
What does ongoing support cover?
Support can include failed imports, changed retailer formats, SKU mapping updates, report adjustments, and new sources as agreed. The scope is set around your reporting workflow.
Bring the report you rebuild every week
Show us the exports, the current spreadsheet, and the decisions it supports. We’ll discuss a practical first build and the support needed to keep it running.