Benchmarks & suppliers

Retail benchmarking: see how your store compares

Esplanda places you among similar businesses on numbers like inventory turns, shows which items put you there, and scores your suppliers.

  • Is my distributor slower with me?
  • Is my cost rising faster than my region?
  • Is something taking off nearby?
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Every benchmark rests on a real group: at least 8 comparable businesses, 5 for a supplier statistic, 15 for a regional trend. Part of the free Esplanda POS. See Esplanda pricing.

The missing comparison

One store can’t tell normal from bad

Every number an independent retailer looks at is missing its comparison, and the invoice never says which case you’re in.

  • A six-day lead time

    Routine for that distributor

    You, at the back of the line

  • A cost increase on one item

    The whole category moving

    Your rep getting away with something

  • A slow item

    Dying everywhere

    Dying only on your shelf

Today, the method is a phone call. You ring two or three owners you know and ask what they pay and what their lead times look like. It’s real information, but it covers three stores, depends on friendships, and stays approximate, because nobody wants to read their invoices aloud.

Esplanda asks the whole region at once. It returns a distribution instead of an anecdote, without anyone reading anything aloud and without any store learning a single fact about another store.

What you see

Four comparisons your own data can’t make

Each one arrives attached to something you can do about it.

Every figure is released as a distribution, a percentile, an index or a banded count. Nothing names or exposes another business.
SignalWhat you seeWhat it’s built from
Supplier performanceYour lead time, fill rate and promise-kept rate against the regional distribution for that supplier, with your percentileOrder and receiving timestamps from every consenting buyer of that supplier in your region
Cost driftWhether your landed cost on an item is rising faster or slower than the regional index for that item, and how wide the spread isInvoice cost history, published as an index against a base date, never as another buyer’s price
Cohort benchmarksYour decile on turns, margin, average order value, repeat rate and labor share, plus the items behind itA group matched on trade, revenue band, trade-area density and catalog breadth
Regional demandA product or category rising or falling across your region, how many stores carry it, and whether you’re one of themCombined regional sales trends, shown only above a minimum number of contributing businesses

A fifth thing happens quietly underneath all four: your product catalog fills itself in. It’s the least dramatic item here and the one most owners notice first.

How it works

Six checks before a number reaches you

Every floor is written as a number, so you can check it yourself.

  1. Build the group

    Businesses matching yours on four coarse measures: trade, revenue band, trade-area density and catalog breadth. Coarse on purpose: narrow measures are how a group stops being anonymous.

  2. Check it’s large enough

    At least 8 businesses for a benchmark, 5 contributors for a supplier statistic and 15 for a regional demand signal. Below the floor, you get the reason and how many more businesses it needs, not a thinner number.

  3. Check it’s comparable

    Twenty-six businesses of which twenty-one are urban isn’t a fair comparison for a rural store, so you get the mismatched measure, named, instead of a misleading number.

  4. Check nobody dominates it

    A group can clear the count and still be one large business and four small ones. Where one contributor accounts for more than 60% of the data, the result is suppressed.

  5. Release a distribution, not a list

    Deciles and your place in them, contributor counts as a band, costs as an index against a base date, and statistical noise calibrated so no single contributor’s numbers can be reconstructed.

  6. Attach an action

    Each benchmark arrives with the items, suppliers or reorder points behind it and a change you can approve, so the number has somewhere to go.

Ask the same question twice and you get the same answer, to the digit. That’s a safeguard: a system that gives a fresh random answer each time can be averaged out by asking often enough.

Real comparisons only

Every comparison is a fair one

Most tools answer every benchmark question, however thin the data behind it. Esplanda answers when the group is big enough and truly comparable, and otherwise names the reason and how many more comparable businesses it needs.

  • Big enough to stay anonymous

    A group of four businesses isn’t anonymous: anyone in it can work out a good deal about the other three. So every group clears its floor first.

  • Truly comparable

    A rural convenience store measured against twenty-one urban ones would be told it’s in the bottom decile on basket size. True, meaningless, and likely to prompt a change that makes things worse. So the group is matched first.

  • Protected from narrowing

    Tighten a question a little at a time to single out a few known rivals, and the attempt is caught and stopped. Every attempt is recorded, answered or not, and those measures go into a cooling-off period.

When a group falls short, you get the measure that fell short, which is more useful than the number would have been. The same care governs everything Esplanda does on its own; read why Esplanda is safe to trust.

Supplier scorecards

Supplier performance, in numbers you can email

Every buyer suspects a distributor treats them worse than the accounts it cares about. Esplanda turns that suspicion into a measurement.

  • Built from what you already record. Order and receiving timestamps are a by-product of orders written from real sales by our purchase order software, and of receiving against the invoice.
  • Compared across your region. Across every consenting buyer of that supplier near you: median lead time and its spread, fill rate, how often a promised date is kept, how often a line comes back short and how often the supplier imposes an allocation.
  • Only your place in it. You see where you sit. You never see who else is in it, what they buy or what they pay.
  • Two moves come out of it. A note to your rep with a median and a percentile instead of a feeling, and a reorder point set to the lead time you actually get, which quietly prevents stockouts.

Cost drift works the same way, more cautiously: whether your landed cost on an item moved faster than the regional index, and how wide the spread is, because a wide spread means room to negotiate. You never see an absolute cost that belongs to someone else.

Retail KPIs

The retail KPIs worth benchmarking

Seven numbers tell an independent store most of what it needs to know. Your own margin, basket size and labor share already arrive in your POS reporting; benchmarking adds where each of the seven sits among stores like yours.

Standard definitions. Esplanda benchmarks each one against a group of comparable businesses and never shows another store’s numbers.
KPIHow it’s worked outWhat usually moves it
Inventory turnsCost of goods sold over a year, divided by the average stock you held, at costSlow sellers and items sitting on many weeks of cover
Gross marginNet sales minus cost of goods sold, as a share of net salesDiscounts, and supplier cost rises the shelf price never followed
Average order valueNet sales divided by the number of transactionsFewer items in each basket, or cheaper ones
Repeat rateThe share of customers who buy again within a set windowWhether regulars find what they came back for
Labor shareLabor cost as a share of net salesStaff scheduled in quiet hours, or short in busy ones
Supplier fill rateUnits delivered as a share of units orderedShort shipments and allocations
Supplier lead timeDays from sending the order to goods receivedDelivery days, cut-offs and where your account sits in the queue

Cohort benchmarks

A percentile is the start of a sentence

Being low on inventory turns is interesting for about four seconds. What changes behavior is the list of items sitting on more than ninety days of cover that put you there.

  • The explanation is yours alone. The distribution comes from the group; the explanation comes entirely from your own register and invoices, so it’s exact and nobody else is in it.
  • The same measures everywhere. The turns figure on your benchmark and the one in your retail inventory management software are the same number, computed the same way.
  • Groups kept current. They’re rebuilt regularly, so a business that grows out of a revenue band is compared with the band it’s in now.
  • Built on real participation. Every comparison draws on enough comparable businesses taking part in your region, with the group size shown as a band.

Buying as part of a co-op, voluntary chain or franchise? A narrower version runs inside the group, with the same minimum group size. See how our buying group software runs benchmarking between members without exposing them to each other.

Two more things

Trends nearby, a catalog filled in

The same comparisons that place you in a group also spot what’s moving nearby, and fill in the product details every system asks you to type.

Regional demand

Every signal fully labeled

A category can rise across a region for weeks before one store’s sales show it, because one store’s weekly units are too noisy. Across the region, the trend shows while there’s still time to act.

Each signal says how much it moved, over what window, how many stores in the group carry it, whether you’re one of them, and how far ahead of your own data it usually runs, as a range of weeks. Small volumes are labeled too: a rise from 0.4 to 1.6 units a week is a 300% increase and also almost nothing.

Each signal reports what moved together across the region, and your own sales show what it does on your shelf. See how we measure results.

It arrives as a suggestion with its cost attached in our assortment planning software, next to your own demand forecasting software, not in place of it.

Product catalog

Filled in for you

Scan a barcode or import a product export, and brand, size, category and pack come back filled in from a shared product record that Esplanda’s team curates.

  • Sure matches are applied.
  • Likely matches wait for a one-tap confirmation.
  • New items are created as yours.
  • A size mismatch is never treated as a match.

The same record holds the abbreviations distributors print on invoices, so an invoice from a supplier you’ve never bought from can match on first sight with our invoice scanning software.

When a shared fact is corrected, like a wrong alcohol percentage or pack size, the fix is offered to every business whose record came from it. Offered, not forced; a field you edited yourself is left alone.

Built to protect you

Your data, protected by design

Five protections are built in. Taking part is opt-in, and supplier performance, supplier cost, product catalog, benchmark measures and regional demand are separate decisions.

  • Every business stays anonymous

    Never identified to another business: not by name, not by an exact count, not by a cost only one buyer could have produced, and not through a gap in a small group. Every response is checked for anything traceable to one contributor before it’s released.

  • Your retail prices stay your decision

    Coordinating prices between competitors is something to make impossible. This side reports supplier cost as a lagged index, and demand. Retail prices come only from what stores publish in public, in our competitor price tracking.

  • Results only for participants

    A business that contributes nothing receives nothing, and its data appears in nothing. That’s stated on the screen, not buried in a policy page.

  • Leave any time, cleanly

    Withdraw, and your contribution is removed, every result that used it is recalculated, and any group that falls below its minimum is suppressed. Your products, customers, sales, purchase orders and suppliers stay exportable at any time.

  • Real businesses only

    Every figure comes from businesses taking part, never from a purchased panel or syndicated data.

  • Free in Esplanda POS

    Benchmarks freeSupplier scorecards freeSetup fee none

    Part of the free Esplanda POS, with no setup fee and no contract. See Esplanda pricing.

Questions

Retail benchmarking questions owners ask

What is retail benchmarking software?

Retail benchmarking software compares one business with a group of comparable businesses on operating measures such as inventory turns, gross margin, average order value, repeat rate and labor as a share of revenue, and reports where it sits in that distribution. Esplanda matches the group on trade, revenue band, trade-area density and catalog breadth, and attaches the items or suppliers behind your number so the percentile leads somewhere.

What are the key performance indicators in retail?

For an independent store, the core retail KPIs are inventory turns, gross margin, average order value, repeat rate and labor as a share of sales, plus each supplier's fill rate and lead time. Each one means more next to stores like yours, which is what retail benchmarking adds: Esplanda shows your place in the group and the items or suppliers behind your number.

Can another store see my numbers?

No. No business ever sees another business's name, costs, volumes, margins or customers through Esplanda. What's released is a distribution across a group and your own place in it. Cost movements are published as an index against a base date rather than as absolute figures, contributor counts are shown as bands, and a result where one contributor accounts for more than 60% of the data is suppressed entirely.

How many businesses does a benchmark need?

At least 8 participating businesses. A supplier statistic needs at least 5 contributors, and a regional demand signal needs 15. Those are floors, not targets. Below them, Esplanda names which measure was too narrow instead of computing a number from too few businesses.

How does Esplanda know my distributor is slow with me specifically?

From the order and receiving timestamps your own store already produces, compared with the same distribution across every consenting buyer of that supplier in your region. You see a median, a spread and your percentile for lead time, fill rate and how often the supplier keeps a promised date. You never see any individual buyer, and you can send your rep a note with numbers in it instead of an impression.

Is taking part required, and can I leave?

Taking part is opt-in and is decided scope by scope: supplier performance, supplier cost, product catalog, benchmark measures and regional demand are separate choices. It's reciprocal: a business that contributes nothing receives nothing, and that's stated plainly. Leaving removes your contribution, recalculates every result that used it and suppresses any group that falls below its minimum as a result.

How does benchmarking handle retail prices?

It keeps them your own decision. Suggesting a price because other businesses charge it is coordination, so the benchmarks report supplier costs as a lagged index and report demand, never retail price targets. Competitor retail prices are a separate feature built only on what stores publish in public, where Esplanda shows the gaps and your own cost stands behind every suggestion.

What does retail benchmarking cost with Esplanda?

Nothing. Benchmarks and supplier scorecards are part of the free Esplanda POS. There's no setup fee and no contract. Every comparison draws on enough comparable businesses in your region to stay anonymous and fair.

Find out where you actually stand

Start free today, or book a demo and we’ll walk through a benchmark for a store like yours.

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