**Editor Note:** We highly recommend that you implement the different ideas in this blog post through AB testing. Use the guide to conduct AB testing and figure out which of these ideas in the article works for your website visitors and which don’t. Download Invesp’s “The Essentials of Multivariate & AB Testing” now to start your testing program on the right foot.

A successful CRO program involves integrated costs and revenues. We have formulas for these figures, but they come disguised in three-letter words, like PPC, ROI, and AOV.

If this is your first project on conversion optimization, the formulas might seem a bit daunting. But, with time, you will get used to the basic math we are presenting in this chapter of our guide.

Let’s take baby-steps. We will start with the main formulas of CRO.

The basic conversion rate equation is:

**Conversion Rate = Total number of conversions / Total number of sessions**

In a month, if your site reaches a total of 100,000 sessions and registers a total of 10,000 orders, your conversion rate is = 10,000/100,000 = 10%

What is the number of visitors used in this formula?

When you look at your analytics program, the number that is used in the formula is the number of sessions. If a single visitor might come to the website twice, then we use these two sessions in our calculations.

Notice that ‘**unique** visitors’ is the metric we are going to use when calculating the conversion rate.

For an aggressive pay-per-click (PPC) advertising campaign, at a minimum, you should calculate the budget for the campaign, cost per click, and impact on profits.

Two elements control the success of paid online advertising campaigns:

- The cost associated with running the campaign
- The revenue generated by the campaign as determined by its conversion rate

When creating a campaign, you have to plan and budget for both costs associated and income generated. Several scenarios could affect campaign profitability, so you must always answer the following questions:

- What budget should you set for a paid advertising campaign?
- What is the average cost per click you should spend while remaining profitable?
- How will the conversion rate of the campaign impact profitability?
- What is the absolute minimum conversion rate for the campaign to generate a profit?

**This chapter will help you in identifying:**

- the amount you should spend per click
- the impact on profitability brought by a campaign
- the average order value
- the lifetime value of a customer

As an example, we will talk about the online campaign of company XYZ, which specializes in selling products at its brick-and-mortar store and nets $75 of profit for each unit sold.

**The company decides to experiment with selling online. In planning the campaign, the marketing team makes the following assumptions:**

- The team will drive 100,000 visitors to the landing page
- Estimated landing page conversion rate is 1%

**The initial campaign numbers:**

Number of orders = Number of visitors x Conversion rate

Number of orders = 100,000 x 1% = 1,000 orders

Gross Profit = 1,000 x $75 = $75,000

Cost of PPC campaign = ($15,000)

Net Profit = $60,000

Could XYZ spend more than $15,000 on its PPC campaign?

Yes! The marketing team projected a gross profit of $75,000. That means the company could conceivably spend all of that on driving visitors to the campaign.

**1. How Much Should You Spend Per Click?**

To determine the average cost per click in a campaign, we use the following formula:

Cost per click = campaign budget / number of visitors

Keep in mind that changing the average bid per click can impact the bottom line of any campaign.

The table below compares a bid amount of 24 cents per click versus 48 cents per click. With an average bid of 24 cents per click, the campaign will generate $51,000 in profit. However, if the keywords are more competitive, and the team has to increase the average bid per click to 48 cents, the campaign profit will go down to $27,000.

Table 1 – How changing the bid amount will impact the bottom line

Total number of visitors | 100,000 | 100,000 |

Pay per click | $0.24 | $0.48 |

PPC spending | $24,000 | $48,000 |

Number of orders | 1,000 | 1,000 |

Gross profit per order | $75 | $75 |

Total profit from orders | $75,000 | $75,000 |

Campaign budget | ($24,000) | ($48,000) |

Total profit | $51,000 | $27,000 |

The average cost per click in Adwords, in the US, by industry, in 2015:

**2. How Does The Conversion Rate Of The Campaign Impact Profitability?**

Notice that the calculations we used for the campaign budget assume an average conversion rate of 1%.

If the conversion rate increases to 2%, the company can more than double its profits. On the other hand, if the campaign has a conversion rate of 0.5%, the company profits reduce drastically.

Table 2 shows the impact of the campaign conversion rate on its bottom line.

1% conversion rate | 2% conversion rate | 0.5% conversion rate | |

Total number of visitors | 100,000 | 100,000 | 100,000 |

Pay per click | $0.24 | $0.24 | $0.24 |

PPC spending | $24,000 | $24,000 | $24,000 |

Average conversion rate | 1% | 2% | .5% |

Number of orders | 1,000 | 2,000 | 500 |

Gross profit per order | $75 | $75 | $75 |

Total profit from orders | $75,000 | $150,000 | $37,500 |

Campaign budget | ($24,000) | ($24,000) | ($24,000) |

Profit or loss | $51,000 | $126,000 | 13,500 |

You can see the difference in profit of $112,500, between a 0.5% and a 2% conversion rate. For the same investment, for bringing in the same number of visitors, profit increases more than 900%! This astounding growth comes from a boost of 4 times more orders, while investment remains invariable.

**The average conversion rates in Adwords, in the US, by industry, in 2015: **

**Customer Acquisition Cost (CAC)**

In our campaign example, at a 0.5% rate, the company acquires 500 customers. Considering the investment of $24,000, they have a $48 cost of acquisition per customer. At a 2% conversion rate, with 2,000 orders, the cost of acquisition drops to $12. If XYZ decided to invest more money to bring in more visitors, but with the same conversation rate of 0.5%, the cost of acquisition would remain at $48.

From XYZ campaign, to calculate the customer acquisition cost, we considered just the money spent on the ads. For a complete CAC calculation, you should add the total investment made, considering all costs of creating and developing the campaign.

### How to calculate customer acquisition cost?

**Customer acquisition cost = total investment / number of customers acquired**

**Return on Investment (ROI)**

A higher conversion rate gives XYZ a better return on investment because the cost of acquiring each customer is lower.

### To calculate the return on investment, we use the following formula:

**ROI = (gain from investment – cost of investment) / cost of investment**

In our example, at a 0.5% conversion rate, XYZ obtains a return on investment of 0.56%, while a 2% conversion rate increases their ROI to 525%.

Table 3 below shows the impact of the conversion rate on customer acquisition cost and return on investment.

1% conversion rate | 2% conversion rate | 0.5% conversion rate | |

Total number of visitors | 100,000 | 100,000 | 100,000 |

Number of orders | 1,000 | 2,000 | 500 |

Profit per order | $75 | $75 | $75 |

Total profit from orders | $75,000 | $150,000 | $37,500 |

Campaign budget | ($24,000) | ($24,000) | ($24,000) |

Profit or loss | $51,000 | $126,000 | 13,500 |

Customer Acquisition Cost | $24 | $12 | $48 |

Return on Investment | 212.5% | 525% | 0.56% |

At a conversion rate of 0.5%, the 1,500 potential customers, who click on the campaign but leave the site without ordering, represent a loss of investment. This is basically money XYZ is leaving on the table.

**Conversion Rate Optimization**

The beauty of CRO is to win back the money spent to attract those 1,500 potential customers, getting a higher return for each dollar invested.

With the same investment for attracting visitors, but knowing how to address these visitors’ behavior better, a CRO program can bring in outstanding results in profit, CAC, and ROI.

When starting with CRO, companies aim at these results, but sometimes fail to acknowledge CRO is not a light switch you turn on. Conversion optimization is a long-term commitment. The results are cumulative and come from continuous improvement.

In the video below, you can see the real-life progression of conversion rate optimization for two of our clients. The tables and trend lines we show in the video will help in setting real expectations of a consistent but non-linear uplift in conversions. As you see, there are picks in the results over the months as well as a development of these results within time frames of 6, 12 and 16 months.

Video Source – Conversion Rate Impact on Your Campaign Profitability By Invesp

**3. Average Order Value (AOV)**

When deciding on a campaign budget and calculating the conversion rate, you can also count on the average order value of your site. AOV measures the average total value of every order placed within a timeframe.

### To calculate average order value:

**Average order value = total revenue from orders / Total number of orders**

If a website generates a total revenue of $10,000 from 25 orders, each order might have different values of, for instance, $50, $580, or $748, but the average is $400 ($10,000 / 25).

With AOV, you can distinguish the average spent per order to evaluate items that are selling better as well as the average profit to expect from each new customer. The higher your AOV, the higher your ROI.

**4. Lifetime Value (LTV) Of a Customer**

For most companies, the first sale is the first step in a long-term relationship.

Our previous calculations used the profit from a single order to decide the campaign profitability. We did not take into account that returning customers most likely come back directly to the company’s website and not click on paid advertising.

Considering the lifetime value (LTV) of a customer can drastically change the budget for the campaign.

How to actually calculate LTV is beyond the scope of this guide. But, for our discussion, let’s assume you are able to calculate LTV for your customers.

In our example, XYZ company determines the lifetime value of a customer at $187.5.

Table 4 below shows how using lifetime value vs. single order will have an impact on the campaign’s bottom line.

Table 4 – Using LTV vs. single order calculations

24 cents per click & LTV calculation | 24 cents per click & single order calculation | |

Number of orders | 1,000 | 1,000 |

LTV | $187.5 | – |

Profit per order | $75 | $75 |

Income | $187,500 | $75,000 |

Total number of visitors | 100,000 | 100,000 |

Pay per click | $0.24 | $0.24 |

PPC spending | ($24,000) | ($24,000) |

Net income | $163,500 | $51,000 |

With an average bid of 24 cents per click, the company can generate $163,500 when using LTV calculation versus $51,000 when using a single sale estimate.