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Finance

The bar and the gap

Sena measures the commercial position underneath the ratio in every market.

  • 190+ countries
  • 5M+ consumer network
  • 250+ integrations
The problem

Where the bar misleads

A financial benchmark compares a company's ratios to a peer set: margin, cost as a share of revenue, working capital, and return on capital. Three properties of published comparison make the exercise good at locating a gap and poor at explaining one.

01

Filed accounts, filed late

PERIOD ACCOUNTS FILED MONTHS COMPARISON LAGGING THE PERIOD GRANULARITY SET BY THE FILER PURCHASE CAPTURED THIS CYCLE MARKET AND WEEK, NAMED GRANULARITY SET BY THE QUESTION

Statutory accounts arrive months after the period and at whatever granularity the filer chose. A benchmark built on them compares a current company to a peer set that has already moved.

  • Comparison lagging the period.
  • Granularity set by the filer.
02

Peers chosen by classification

ONE INDUSTRY CODE DIFFERENT CONSUMERS, SAME LABEL WHERE EACH ACTUALLY SELLS US THEM OVERLAP TESTED, OVER ASSUMED

A peer set gets assembled from industry codes and revenue bands because those fields exist. Two companies inside one code frequently sell to different consumers in different markets, so the comparison holds the label constant and little else.

  • Peers matched on a code.
  • Market overlap left untested.
03

The gap stays unstated

PEER MEDIAN −200 BPS PRICE? MIX? COST? POSITION? ACTION SELECTED FROM ASSUMPTION PEER MEDIAN −200 BPS REALISED PRICE CATEGORY STANDING A COMMERCIAL CAUSE, MEASURED

A margin ratio 200 basis points below the peer median is a fact. Whether the cause is price, mix, cost, or market position sits beyond every filed statement, so the corrective action gets chosen from whichever explanation is nearest to hand.

  • Gap measured, cause unstated.
  • Action selected from assumption.
What Sena adds to the bar

The commercial side measured

Sena measures the market position underneath a financial ratio: what consumers bought, at what price, and where the company stands against the category. Sena is a consumer-response source and holds zero filed accounts, so it supplies the cause, and the peer statements stay where they come from.

The position

Position per market

Company purchase against category purchase, market by market, so a ratio gap gains a location.

  • Company set against category.
  • A gap with a location.
The price

Realized price recorded

What shoppers paid at the till, so a margin gap separates price from cost.

  • The price actually handed over.
  • Price and cost, held apart.
The cause

The standing explained

The shoppers who chose a competing item state why, so the cause arrives with the comparison.

  • The switch reason, stated.
  • A comparison that explains itself.
The read

What is financial benchmarking?

Financial benchmarking compares a company's financial ratios to a peer set to establish where it stands. It answers whether a number is good, which a single number leaves open.

Sena reads zero filed accounts, credit files, or peer statements. Those come from statutory sources, credit publishers, and sector bodies. A benchmarking exercise needs both halves, and stating which half arrives from where is more useful than implying one source does everything.

Two types of benchmarking

Published treatment of this term names two, and the distinction decides which evidence is needed.

  • Internal benchmarking. The same company compared across time, sites, or markets. Data is owned, granularity is whatever the business records, and the comparison is reliable.
  • External benchmarking. The company compared to other companies. Data is filed, lagged, and shaped by the filer, and this is where the difficulty concentrates.

Industry financial benchmarks

Benchmarks published by industry give a median and a quartile spread for each ratio inside a classification code. They are useful as an orientation and weak as a target, because the code holds the sector constant and leaves the market mix, channel mix, and consumer base free to vary.

What the bar read returns

OutputWhat it settlesWhere it goes wrong
Category positionWhere the company stands, per market.Approximated from a peer code.
Realised priceWhat shoppers paid at the till.Read from the list price.
Switch reasonWhy a competing item won.Absent from every filed account.
Market comparabilityWhether a peer is a real peer.Assumed from classification.

Four inputs behind the bar

Comparison against a bar wants four collected inputs, captured in the markets being compared.

InputWhat it answers
ReceiptsThe item taken, and the amount rung up for it.
Store capturesWhich competing items were available alongside.
Geo-verified photosThe shelf and the price tag, dated and placed.
Stated preferenceWhy a shopper chose the item they chose.

The finance team's own numbers and its peer sources join separately. Ledger extracts, price files, sector benchmark tables, and credit-file data connect through 250+ integrations, so a field comparison and a market read sit on one line.

What filed accounts omit

Three questions sit outside statutory reporting by design.

  • Where a peer competes. Filed accounts state a code and rarely state a market mix.
  • What shoppers paid. Realised price differs from the list, and the difference is the margin.
  • Why a competing item won. Only the shopper who chose it holds that.
Direct from real consumers

Shared under explicit consent

Real people share what they buy and prefer, under explicit consent. Sena captures it directly at the source, so every figure traces back to where it came from whenever a number comes under question.

Real people, real consent Zero-party data straight from the source Traceable and verifiable
Sena for financial benchmarking

Ask Sena the bar

Each figure carries its market and its capture week, which is what lets a market read sit beside a field comparison in one paper.

4 sources · captures dated this cycle · Open the captures ↗ · figures in this exchange are illustrative
RealisedNot list

Realised against list

The price shoppers paid is recorded, so a margin gap divides into price and cost.

The difference is margin
AgainstThe category

Position against category

Company purchase set against category purchase per market, over a peer code.

A real comparison
StatedBy switchers

The switch on the record

Shoppers who chose a competing item state the reason.

Absent from filings
How Sena reaches the answer

What the bar read uses

The shopper who chose a competitor appears in zero statements either company filed

A benchmark built on filed accounts can establish a gap to the basis point and explain it only by inference. Sena builds every figure from real-world signals captured when the comparison needs it, from the price tag photographed in the outlet through to the shopper naming why a competitor won.

Consumer activity

Selection and amount paid are entered as one record, which is how the realized price divides from the list.

Computer vision

Reads competing items and their price tags, off images captured in real outlets.

Zero-party data

Signal arrives from the consumer network under explicit consent. A competitor's win is explained by the shopper who handed it the sale.

Connect the finance systems

Ledger extracts, price files, sector benchmark tables, and credit-file data connect over 250+ integrations, so a field comparison and a market read report together.

Trace every answer

Market, week, and source shoppers sit on each figure, so a market claim meets the questions a field figure meets.

From files to databases

Prior benchmark tables beside price history and closed period reporting, scan by scan.

Who owns it

Who sets the bar

Four teams read the same comparison, and each one needs a different part of the market half.

Commercial finance

The margin gap. Needs the price shoppers handed over, per market.

Group FP&A

The peer comparison. Needs market overlap tested.

Corporate strategy

The position argument. Needs category standing per market.

Investor relations

The external comparison. Needs a market claim that traces.

By industry

Bars across industries

The same market read, set against whatever each industry compares on.

01

CPG and retail

Realized price against competing items, market by market.

02

Beverages

Promotion depth by occasion, compared on shelf price tags.

03

Pharmacy and health

Own-label price standing, compared inside the market.

04

Financial services

Fee standing, compared inside the market.

The mechanism

Consumer to bar, three steps

One mechanism, applied per market alongside the field comparison. Each step is documented, which is what lets a market figure enter a benchmarking paper.

Step 01 · Collect

Collect

The same shoppers supply the purchase, the price paid, and the reason, so position and cause arrive attached.

  • Explicit consent on every capture
  • Purchase, price, and reason together
Step 02 · Compare

Compare

Company purchase is set against category purchase in the same market, which is the comparison a peer code approximates.

  • Compared inside the same market
  • Over a classification code
Step 03 · Explain

Explain

The shoppers who handed a competitor the sale say why, and the ratio gap gains a commercial cause.

  • The switch reason, on the record
  • A gap with a commercial cause
What changes

Compared and explained

Most financial benchmarking runs on filed accounts and a classification code, and both were built for other purposes. Sena supplies the market comparison alongside.

Capability areaTypical setupSena
TimingAccounts filed months after.Purchase captured this cycle.
Peer selectionIndustry code and revenue band.Category purchase in the same market.
Price basisList price from a price file.Realized price.
A ratio gapMeasured, cause inferred.Explained by the shoppers who moved.
ComparabilityAssumed from classification.Tested against market overlap.
GranularityWhatever the filer chose.Market and capture week.
Evidence in a paperA published table.Open any figure onto its shoppers.
Use cases

Where the bar decides

Three benchmarking questions a filed statement leaves open.

01 DividedPrice vs cost

Split a margin gap

Read the realized price against the list per market, so price and cost hold separate explanations.

See price benchmarking in practice →
02 TestedNot assumed

Test a peer set

Read where the company and its supposed peers each sell, so comparability gets tested over assumption.

See global consumer intelligence →
03 StatedBy switchers

Explain the standing

Ask shoppers who chose a competing item why, so a position gap arrives with a commercial cause.

See competitive shelf intelligence →
See it on one ratio

Explain one ratio live

The walkthrough takes one ratio gap from a real benchmarking paper, reports realised price and category position in the markets that produced it, and reads the switch reason from shoppers while the finance team watches.

What a walkthrough covers

  1. 01Realized price against list, per market
  2. 02Company purchase against category purchase
  3. 03Competing price tags in the same weeks
  4. 04The switch reason from the shoppers themselves

Talk to the Rwazi team

Name the ratio and the markets behind it, and we will measure the commercial position underneath.

FAQ

Financial benchmarking questions

01 What is financial benchmarking?
Financial benchmarking compares a company's financial ratios to a reference set to establish where it stands. Common ratios are gross and operating margin, cost as a share of revenue, working capital days, and return on capital. It answers whether a number is good, which a single number reported alone leaves open.
02 What are the two types of financial benchmarking?
Internal and external. Internal compares the same company across time, sites, or markets, using data it owns at whatever granularity it records. External compares the company to other companies, using filed accounts that arrive lagged and shaped by the filer. Internal is more reliable, and external is what most people mean by the term.
03 What are financial benchmarks?
Reference values for financial ratios, usually published as a median and a quartile spread inside an industry classification. They orient a reader on whether a ratio is unusual. They work poorly as targets because the classification holds the sector constant while market mix, channel mix, and consumer base stay free to vary.
04 Why do industry benchmarks mislead?
Because peers get selected from the fields that exist. An industry code and a revenue band are available, so they become the peer definition. Two companies inside one code frequently sell to different consumers in different countries, which means the comparison holds the label they share constant and little else about their commercial position.
05 What are typical financial benchmarks for a smaller business?
Dispersion across small and mid-sized companies is wide enough that a single typical figure misleads more than it informs. Two comparisons carry more information at that size: the company against its own prior periods and the company against its own market. Both use data available faster than any field peer set.
06 How is a ratio gap explained?
By reading the commercial position underneath it. A margin gap divides into realised price and cost, and realised price differs from the list by whatever discounting occurred. Where the gap is price, the shoppers who bought on promotion can say so. Where it is position, the shoppers who chose a competitor can state why.
07 What is the difference between financial and strategic benchmarking?
Strategic benchmarking compares how companies operate: capability, process, and operating model. Financial benchmarking compares the financial outcome that operating produces. One asks how a peer works, and the other asks what that working yields, so a strategic answer usually explains a financial gap over duplicating it.
08 How does this differ from price benchmarking?
Price benchmarking compares the shelf price of specific items against competing items in the same market. Financial benchmarking compares aggregate ratios across companies. Price sits underneath margin, so a price benchmark frequently supplies the cause of a financial benchmark gap while answering a narrower question.
09 Does Sena supply peer financial statements?
Zero filed accounts, credit files, or peer statements come from Sena. Those arrive from statutory sources, credit publishers, and sector bodies. Sena supplies the market half: consumer purchase, realised price, and category position per market, which is the evidence that explains a gap once a field comparison has found one.