GrowthObservation 0012 min read
4
Revenue is evidence, not an explanation.
A rising line proves something happened. It says nothing about why, whether it was worth it, or whether it will happen again.
Retail
Market context
Retailers manage thousands of prices, a promotional calendar and a store and online estate at once. Contribution depends on mix, markdown depth, cost-to-serve by channel and the loyalty of core customers.
Commercial pressures
Customer economics questions
Q1
What is contribution by channel after fulfilment and returns?
Q2
Which promotions create incremental baskets?
Q3
Which loyalty mechanics change customer behavior?
Relevant capabilities
Transaction · Contribution
Customer · Contribution · Repeat
The full chain
Illustrative commercial problem
Illustrative · Not a client example
Illustrative pattern. A retailer's loyalty scheme shows members spending more than non-members. Most of that gap existed before they joined, so the program is rewarding, not changing, behavior.
Intelligence
GrowthObservation 0012 min read
4
A rising line proves something happened. It says nothing about why, whether it was worth it, or whether it will happen again.
Customer EconomicsObservation 0022 min read
−14.6%
A business can get bigger and weaker at the same time. The gap shows up first in the customers, not in the P&L.
Customer EconomicsObservation 0042 min read
1.2 : 1
An LTV:CAC ratio is only as good as the churn behind it. Replace assumed churn with observed churn and the green light can turn red.
A TCB engagement
10–15
Business days
One commercial diagnosis and a clear 90-day path forward: the constraint identified, the economics diagnosed, the opportunity benchmarked and the intervention prioritized.
Start with the commercial problem you're trying to solve. We'll identify the constraint, diagnose the economics, and determine whether there is a useful next step.