Beverage out-of-stocks
Find beverage out-of-stocks before they cost you
Shopra tracks in-stock rates, days out of stock, and revenue at risk by retailer and distributor, so you know which store to fix and who to call.
What is a beverage out-of-stock?
A beverage out-of-stock happens when a store that should carry your product has none available to sell. For beverage brands, an out-of-stock costs the sale, lowers measured velocity, and can lead a retailer to cut the item at the next reset, which is why in-stock rate is one of the first numbers retailers watch.
What causes out-of-stocks in beverage?
- Low distributor inventory: the distributor cannot fill store orders.
- Under-ordering: a distributor orders less than its depletions, so inventory runs down.
- Delayed shipments: product leaves your warehouse late.
- Store replenishment: orders are missed or shelves are not restocked from the back room.
- Resets and planograms: the item loses space or is left off after a shelf reset.
How do you measure in-stock rate?
In-stock rate is the share of stores that are authorized to carry an item and actually have it in stock. Measure it only across stores where the item is authorized. Counting every store in a chain makes in-stock look far worse than it is and hides the stores that matter.
Track three numbers together: in-stock rate, days out of stock per store, and estimated lost revenue, which is roughly days out of stock multiplied by the store's normal daily sales and price.
What is the out-of-stock spiral?
A store with no product records no scans. With no scans, there is no replenishment signal, reps deprioritize the store, and the item's distribution erodes further. Watching the number of stores that scan each week, not just total sales, catches this pattern early.
Where out-of-stocks show up in your data
| Source | What it shows | Limitation |
|---|---|---|
| Retailer portals | Store-level in-stock and on-hand for that retailer | One retailer at a time, separate logins |
| Distributor inventory | Whether the distributor can supply stores | Does not show the shelf |
| Retail scan | Stores where sales stopped | Delayed, and zero sales can mean several things |
| Shipments and orders | Late or short orders from you | Upstream only |
How do you reduce out-of-stocks?
- Measure in-stock only on authorized stores, daily.
- Rank out-of-stocks by lost revenue, not by count.
- Check distributor days on hand and open orders for the affected stores.
- Route each gap to the right owner: your supply team, the distributor, or the retailer.
- Watch scanning-store counts for early signs of lost distribution.
How does Shopra track out-of-stocks?
Shopra monitors in-stock rates daily, finds out-of-stock locations and days out of stock, estimates revenue at risk, and lets you filter by retailer or distributor. Distributor inventory and your shipments sit in the same view, so you can see why a store is empty.
Frequently asked questions
How do you calculate lost sales from an out-of-stock?
Multiply the days a store was out of stock by the item's normal daily unit sales at that store, then by price. Use the store's own recent rate of sale where possible rather than a chain average.
Which retailers share in-stock data with brands?
Many large retailers share store-level data with suppliers through their own portals, including Walmart, Kroger, and Target. Access and detail vary by retailer and by your agreement with them.
What is a good in-stock rate?
Retailers set their own targets. What matters most is measuring against authorized stores and keeping the rate stable, because a steady rate can be managed while a moving one hides problems.
Can distributors cause out-of-stocks?
Yes. A distributor with low days on hand, or one ordering less than it depletes, will eventually short store orders. Comparing distributor inventory with depletions catches this before shelves empty.
Integrations
Connect the sources you already run on.
Shipments, depletions, distributor inventory, and retail scan flow in through a mix of near real-time integrations and 24-hour SFTP exports and ingestion, including VIP and Encompass, plus API access and a fast agent backend for querying.
Your data stays yours. Enterprise plans can run on a dedicated Google Cloud warehouse you own.
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