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Grocery Dashboard KPIs: 10 Metrics Retailers and CPG Brands Should Track

Grocery Dashboard KPIs 10 Metrics Retailers and CPG Brands Should Track

Grocery dashboard KPIs show how your prices, promotions, and stock compare with rivals’, store by store and online. So pricing, sales, and category teams can act on the same numbers each week.

The stakes keep rising, too. For example, online grocery took a record 20.9% of US grocery spending in the third quarter of 2026. Meanwhile, private label now holds a 23% dollar share of the US market.

This guide covers the 10 grocery dashboard KPIs to track, who uses each one, and the data you need.

KPIWhat it shows
1. Price indexYour price against the competitor average
2. Private label gapA national brand’s price against the store brand’s
3. Price change frequencyHow often and how much prices move
4. Unit pricePrice per ounce, 100 g or unit, so pack sizes compare
5. Promo shareThe share of SKUs on promotion
6. Promo depthThe real discount, rather than the claimed one
7. Promo timingWhen rivals run deals and features
8. In-stock rateHow often each SKU is available to buy
9. Assortment coverageThe share of your range listed at each retailer
10. Digital shelf rankWhere your products rank in online search

What Grocery Dashboard KPIs Should Cover

Most teams already track internal KPIs, such as sales, margin, and shrink, from POS and ERP systems. However, internal data can’t tell you why sales moved. For instance, a dip may come from a rival’s price cut or an online stock-out.

So the best grocery dashboard KPIs combine two views:

  • Internal data: sales, margin, inventory, and loyalty data from your own systems.
  • Market data: public prices, promotions, stock status, and search rank from retailer sites and apps.

This guide focuses on market KPIs, because internal systems miss them. In addition, all 10 work for both retailers and CPG brands, although each uses them differently.

For a deeper look at price tracking, see our competitor price monitoring service.

Why Grocery Dashboard KPIs Matter in 2027

Grocery markets are shifting quickly. For example:

As a result, prices, deals, and stock can shift every week. So grocery dashboard KPIs need fresh data, not quarterly reports.

Grocery Dashboard KPIs 1–4: Prices

These four price metrics are the most-used grocery dashboard KPIs.

1. Price Index

Compare your price for each SKU with the average price of matched rival products. An index of 105 means you’re 5% above the market, while 95 means you’re 5% below. Retailers compare the same product across rival stores. By contrast, brands compare their products with rival brands on the same shelf.

2. Private Label Price Gap

This KPI compares a national brand’s unit price with the store brand’s. For example, a $4.00 brand item against a $3.00 store brand has a 33% gap. If the gap widens, shoppers may switch to the store brand.

3. Price Change Frequency

Track how often each SKU’s price changes, and by how much. Frequent small moves may signal price testing, while one big move often follows a cost rise. In addition, compare your frequency with rivals’.

4. Unit Price

Convert every price to a price per ounce, 100 g, or unit. Otherwise, pack-size changes can hide real price moves. In fact, a smaller pack at the same price is a price rise per unit.

Grocery Dashboard KPIs 5–7: Promotions

Next, these three grocery dashboard KPIs show how rivals use deals.

5. Promo Share

Promo share is the share of SKUs on promotion in a category, at each retailer. For instance, if 30 of 200 cereal SKUs are on deal, promo share is 15%. Track it weekly, because rivals often promote in bursts.

6. Promo Depth

Promo depth is the average discount against the usual price. However, check it against the lowest price of the last 30 days, because a “was” price can be inflated. That way, you measure the real saving, not the claimed one.

7. Promo Timing

Promo timing shows when rivals run deals, features, and weekly ads. So map each rival’s promotions on a calendar, by week and retailer. Then you can avoid clashing with a big rival feature, or plan a response.

Grocery Dashboard KPIs 8–10: Availability and Digital Shelf

Finally, these three grocery dashboard KPIs show whether shoppers can find and buy your products.

8. In-Stock Rate

In-stock rate is the share of checks where a SKU was available to buy. So check online listings by store or ZIP code several times a week. Also, track repeat stock-outs, because they often point to a supply problem.

9. Assortment Coverage

Assortment coverage is the share of your range listed at each retailer and store. For example, if 45 of your 60 SKUs appear, coverage is 75%. In addition, compare it with rivals’, so you can see where they have more shelf.

10. Digital Shelf Rank

Digital shelf rank shows where your products appear when shoppers search a category term online. So track your position, rivals’ positions, and sponsored slots for key terms. Also, track ratings and review counts, because shoppers compare them before buying.

How Retailers and CPG Brands Use Grocery Dashboard KPIs

Retailers and brands use the same grocery dashboard KPIs in different ways:

KPIRetailers use it toCPG brands use it to
Price indexStay competitive against rival storesCheck how retailers price their products
Private label gapSet store-brand pricesDefend share against store brands
Price change frequencySpot rival price moves before sales dropCheck that retailers pass on price changes
Unit priceShow fair comparisons, so shoppers trust pricesPlan pack sizes and price points
Promo shareBalance deals across categoriesSee how often rivals promote
Promo depthCheck that deals are genuineEstimate rivals’ promotion spend
Promo timingPlan weekly adsAvoid clashing with rival features
In-stock rateFix supply gaps before shoppers switchShow lost sales to buyers, then agree fixes
Assortment coverageCompare ranges with rivalsWin new listings
Digital shelf rankSell sponsored slotsPlan search ads, as well as content

The Data You Need

Field groupExample fields
ProductName, brand and size, as well as UPC where shown
PriceRegular, sale and loyalty prices, plus unit price
PromotionDeal text and dates, along with weekly ad features
StockIn-stock status, as well as quantity limits where shown
SearchSearch term and rank, as well as sponsored flag
RatingsStar rating, along with review count
LocationRetailer, store ID, and ZIP code or postcode
TimeCapture date, as well as time

How to Build the Dashboard

Follow these steps to put your grocery dashboard KPIs on a live dashboard:

  1. Pick retailers and SKUs: start with your top categories and five to ten rivals.
  2. Collect data on a schedule: daily for prices and stock, while weekly suits weekly ads.
  3. Match products: use UPCs where shown, plus name, brand, and size.
  4. Convert to unit prices: so pack sizes compare fairly.
  5. Build four pages: price, promotion, availability, and digital shelf.
  6. Set alerts: flag rival price cuts, new deals, and stock-outs.

How FoodSpark Delivers Grocery Data

FoodSpark collects public grocery data from retailer websites and apps, store by store. Here’s what you get:

  • Coverage: major grocers in the USA, UK, India, and other markets, as listed on our grocery data API hub.
  • Fields: regular, sale, loyalty, and unit prices, as well as promotions, stock status, and ratings, where shown.
  • Location: by store, ZIP code, postcode, or pincode.
  • Refresh: one-time, weekly, daily, or hourly.
  • Delivery: CSV, JSON, XML, REST API, or webhook, along with AWS S3, BigQuery, Snowflake or Google Sheets.
  • Free sample: 100 rows in CSV or JSON, so you can test your grocery dashboard KPIs first.

For example, see our USA, UK, and India grocery data API pages. Alternatively, explore our grocery data scraping API.

We collect public data only, with no personal user data, payment information, or non-public content. So we don’t use shopper accounts or loyalty logins, and we capture loyalty prices only where they’re shown publicly. Still, review each site’s terms with your legal team.

Get Started

Get a Free Grocery KPI Snapshot

Pick one category and three retailers. We’ll measure your price index, promo depth and in-stock rate against rivals. Then you’ll see where you’re winning and where you’re losing shelf.

Get My Free Snapshot
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Grocery Dashboard KPIs: FAQs

What are grocery dashboard KPIs?

They’re metrics that track grocery prices, promotions, stock, and search rank against rivals. Usually, teams view them in Power BI, Tableau, or Looker Studio.

Which grocery dashboard KPIs matter most?

Start with price index, promo depth, and in-stock rate. Then add the private label gap, promo timing, and digital shelf rank.

What is a good price index?

Overall, it depends on your strategy. For example, a value retailer may aim for 95 to 98, while a premium brand may accept 105 or more.

How do you measure promo depth?

Compare the promo price with the usual price, ideally the lowest price of the last 30 days. Then average it across all SKUs on deal.

How do CPG brands use grocery dashboard KPIs?

For example, brands check how retailers price and promote their products. They also spot stock-outs, as well as benchmark against store brands.

How often should grocery dashboard KPIs refresh?

Daily suits prices and stock. However, weekly is usually enough for promotions tied to weekly ads.

How much does grocery data cost?

Overall, it depends on retailers, SKUs, stores, and refresh. So start with a free 100-row sample, and then get a custom quote.

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Grocery Dashboard KPIs: 10 Metrics Retailers and CPG Brands Should Track

Grocery Dashboard KPIs 10 Metrics Retailers and CPG Brands Should Track

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