Sign in

Blog · Coverage and territory

Penetration vs coverage: two ratios with different denominators and different questions

The difference between penetration and coverage in B2B sales measurement: coverage is accounts touched over accounts assigned, penetration is accounts buying over accounts in the market or the estate. When each is the right measure, how they roll up, why a team can have high coverage and low penetration or the reverse, and the two lists each one produces.

The short answerCoverage asks whether the accounts a rep is responsible for are being touched: accounts touched at cadence over accounts assigned. Penetration asks whether the accounts that could buy are buying: accounts buying over accounts in the market, the estate or the target list. Coverage is about activity against responsibility; penetration is about sales against opportunity. High coverage with low penetration is a team working its list without winning it; low coverage with high penetration is a team winning without working, which does not last.

Coverage and penetration are both ratios of accounts, both reported as percentages, and both called "coverage" in half the decks that use them. They have different denominators and answer different questions. This guide sets out each, when to use which, how they roll up, and the two lists each produces.

The two definitions

Coverage Penetration
Question Are we working the accounts we are responsible for? Are the accounts that could buy, buying?
Numerator Accounts touched at their tier's cadence Accounts with revenue above a floor
Denominator Accounts assigned to the rep Accounts in the universe: market, estate, target list
Source of denominator Assignment file Universe file
Moves Weekly Quarterly
Owner Rep, sales manager Sales leader, marketing
List it produces Untouched accounts Uncovered accounts: in the universe, not buying

Four combinations

Coverage Penetration Reading Response
High High Working the list and winning it Protect
High Low Working the list, not converting Proposition, pricing, targeting
Low High Winning without working Fragile; usually inherited accounts
Low Low Neither Load, assignment, or the rep

The combination is the finding. Either ratio alone is half of it.

A worked example

One region, one quarter.

Rep Assigned Touched at cadence Coverage Universe Buying Penetration Reading
R-04 62 33 53% 140 41 29% Low and low
R-11 44 40 91% 90 31 34% High, low
R-17 18 17 94% 40 29 73% High and high
R-22 41 20 49% 70 44 63% Low, high

Rep R-11 works the list and wins a third of the universe; the question is why the touches are not converting. Rep R-22 has the second-best penetration and touches half their accounts; the wins are inherited and the untouched half is where they will be lost.

The roll-up

Both weighted by accounts:

Region coverage = Σ touched at cadence ÷ Σ assigned Region penetration = Σ buying ÷ Σ universe

Not the average of rep percentages. And each reconciled:

Σ assigned per rep = assignment file Σ universe per rep = universe file

An account assigned to two reps, or in the universe twice, fails its identity and is listed.

Where it goes wrong

Both called coverage. Two numbers, one name, one argument.

Penetration without a stated universe. Buying accounts over CRM accounts is penetration of the CRM.

Coverage with any activity. Automated emails cover everyone.

Read separately. The combination is the finding.

Every week and every quarter

Mapped once, the activity log, the assignment file, the ledger and the universe file produce coverage weekly and penetration quarterly, each reconciled to its denominator, with the combination per rep. Covirage builds this from the exports as they are. The coverage term and the penetration term have the short definitions, and the coverage model guide covers building the first of the two.

Questions people ask

Can penetration be measured without market data?

Yes, against a defined universe: the target account list, the customer's own site estate, the facilities in a health system, the stores in a retailer's chain. Penetration is always against a stated denominator, and the report names it.

Which one should be in the weekly report?

Coverage, because it moves weekly and a rep can change it by Friday. Penetration moves quarterly and belongs in the monthly or quarterly pack. Both are computed from the same exports; they are read at different cadences.

Do they roll up the same way?

Both roll up from account to rep to region to company, weighted by accounts. The identities differ: coverage's denominator is the assignment file, penetration's is the universe file, and each is reconciled to its own source.