Customer lifetime value (CLV) calculation in Digital Marketing - Step-by-Step Execution

Concept Flow - Customer lifetime value (CLV) calculation

Start with Customer Data

↓

Calculate Average Purchase Value

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Calculate Purchase Frequency

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Calculate Customer Value

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Estimate Average Customer Lifespan

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Calculate CLV = Customer Value x Lifespan

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Result: CLV

The flow starts with customer data, calculates average purchase value and frequency, then multiplies by lifespan to find the Customer Lifetime Value.

Execution Sample

Digital Marketing

avg_purchase = 50
purchase_freq = 4
lifespan = 5
clv = avg_purchase * purchase_freq * lifespan
print(clv)

Calculates CLV by multiplying average purchase value, purchase frequency, and customer lifespan.

Analysis Table

Step	Variable	Calculation/Value	Result	Explanation
1	avg_purchase	Given as 50	50	Average amount spent per purchase
2	purchase_freq	Given as 4	4	Average number of purchases per year
3	lifespan	Given as 5	5	Average number of years customer stays
4	clv	50 * 4 * 5	1000	Total value from customer over lifespan
5	-	Print clv	1000	Output the calculated CLV

💡 Calculation ends after multiplying all factors to get CLV

State Tracker

Variable	Start	After Step 1	After Step 2	After Step 3	Final
avg_purchase	undefined	50	50	50	50
purchase_freq	undefined	undefined	4	4	4
lifespan	undefined	undefined	undefined	5	5
clv	undefined	undefined	undefined	undefined	1000

Key Insights - 3 Insights

Why do we multiply average purchase value by purchase frequency?

Because average purchase value is the amount spent each time, and purchase frequency is how often purchases happen, multiplying gives total spending per year (see execution_table step 4).

What does the lifespan represent in CLV calculation?

Lifespan is how many years a customer continues buying, so multiplying by lifespan estimates total value over time (see execution_table step 4).

Can CLV be calculated without knowing purchase frequency?

No, purchase frequency is essential to estimate total purchases; without it, CLV would be incomplete (refer to variable_tracker showing purchase_freq importance).

Visual Quiz - 3 Questions

Look at the execution_table at step 4, what is the calculated CLV value?

A 1000

B 200

C 250

D 500

💡 Hint

Check the 'Result' column at step 4 in execution_table.

At which step is the average purchase value assigned?

A Step 2

B Step 3

C Step 1

D Step 4

💡 Hint

Look at the 'Variable' and 'Calculation/Value' columns in execution_table.

If the purchase frequency doubles, how does the CLV change?

A It stays the same

B It doubles

C It halves

D It triples

💡 Hint

Refer to the formula in execution_sample and variable_tracker for purchase_freq.

Concept Snapshot

Customer Lifetime Value (CLV) = Average Purchase Value x Purchase Frequency x Customer Lifespan
It estimates total revenue from a customer over time.
Use real data for accurate results.
Multiplying these factors gives a clear value to guide marketing decisions.

Full Transcript

Customer Lifetime Value (CLV) calculation involves multiplying three key numbers: the average amount a customer spends each time they buy, how often they buy in a year, and how many years they remain a customer. We start by assigning values to average purchase value, purchase frequency, and lifespan. Then, we multiply these to get the total expected revenue from one customer over their lifetime. This helps businesses understand how valuable each customer is and make better marketing choices. For example, if a customer spends $50 per purchase, buys 4 times a year, and stays for 5 years, their CLV is 50 times 4 times 5, which equals $1000.