How Chief Revenue Officers Are Using Data to Drive Revenue in Modern Organizations
According to a report by McKinsey Global Institute, data-driven organizations experience an average 8-10% increase in profit margins and a 10% reduction in operational costs. Nowadays, almost every modern business and the decisions made by its revenue leaders are deeply guided by data.
In this regard, chief revenue officers (CROs) are no exception.
CROs are under growing pressure to shoulder many responsibilities. They handle accurate sales forecasts, cross-team alignment, and new revenue stream generation, all with the power of data.
But, how exactly do top CROs use data to drive real growth? What techniques and habits set them apart from traditional sales leaders?
Read this quick guide to understand in detail.
How CROs Use Data to Drive Growth
Chief revenue officers take the responsibility of driving growth across the entire customer journey. That’s why they use data to solve challenges at each stage of the sales funnel. Here is how it works.
Reliable Sales Forecasts with Revenue Intelligence Platforms
Sales forecasts are one of the difficult jobs for many organizations. Teams either overpromise or sandbag numbers. CROs know how to use historical data and AI to predict sales. They leverage sophisticated intelligence platforms like Gong, Clari, and Salesforce Revenue Cloud.
For instance, if 60 percent of deals that close typically have 3+ stakeholder meetings by week 2, the CRO can notify you when that pattern is not followed. That allows you sufficient room to take necessary action before deals fall apart.
Better Customer Understanding with Behavior and Segment Data
If you continuously pour money into the market with little to no success, you’re probably targeting the wrong customers. This happens when you don’t have complete data on your buyers’ personas. CROs know how to track your customer behavior. They can help you identify who’s buying, why they’re buying, or what’s making them walk away.
Interestingly, they can pair your customer behavior data with intent data. This tells you not only what users are doing inside your website but also what they are searching elsewhere. This gives you an added advantage. For instance, if a group of users is reading articles about switching CRMs, the CRO can create a personalized campaign or prompt the sales team to reach out before the competition does.
Identifying the Ideal Sources of Revenue
When revenue grows, it’s hard to know which marketing campaign, sales strategy, or channel caused it. Without this clarity, it is tough to repeat success. CROs use attribution data to track the journey from the first touch to the closed deal. They connect the dots between marketing, sales, and customer success. So, if a LinkedIn ad brings in a lead, but it was a product webinar that closed the deal, they can see that full picture.
If you have a smart chief revenue officer by your side, they can even narrow down the source of sales through multi-touch attribution. For instance, if three touchpoints worked together to close a high-value deal, they can confidently advise you to scale all three, not just the final one.
Optimize Price and Product with Real-time Data
CROs know how to price the same product or service so that it sells like a hot pie. Of course, they rely on data to make such smart decisions. They can track which features users love, which ones go unused and where customers drop off. For pricing, they test different models, look at win/loss ratios, and how pricing affect conversion rates.
For instance, let’s consider an e-learning platform. It currently charges a flat $99/month for access, but has low conversions. The CRO can try three different pricing models for the next 60 days to check which plan drives more conversions. This will help the company revise its pricing model to drive real growth.
What Makes a Great Data-Driven CRO?
If you’re considering hiring a chief revenue officer for your organization, you need to look out for certain traits in your ideal candidate. Here are the traits that set the best CROs apart.
Analytical Thinking
CROs deal with numbers every day. It’s a constant battle to juggle through pipeline reports, conversion rates, and churn metrics. Analytical thinking helps them cut through the noise and focus on what truly drives revenue.
Let’s say the CRO noticed that your sales are growing, but revenue per customer is dropping. Your CRO then digs into customer data to find the root cause – most new sign-ups are on the lowest pricing tier. You may then receive a proposal for a pricing restructure and add upselling during signups.
Strategic Mindset
Great CROs think beyond this quarter’s sales. They are more concerned about what moves will pay off in 12 or 24 months, not just today. For a mid-size fintech startup, the CRO may resist the urge to hire more salespeople. Instead, they will advise investing in customer success and renewals. They know from their experience that long-term retention will compound revenue faster than adding new logos.
So, look for a CRO with such a strategic mindset who can help you reduce churn rates and boost lifetime value. Working with such a CRO can also help you build a more predictable revenue stream to attract big investors down the line.
Cross-functional Leadership
A CRO has to work with a unified effort from different teams, such as sales, marketing, product, and customer support. Imagine if the CRO fails to coordinate between the marketing team working on leads and the sales team focused on deal size. You will get tons of low-quality leads.
So, it’s very important to vet CROs through the lens of their cross-functional leadership during the interview.
You can ask them questions like:
- How do you fix situations when marketing and sales are not aligned?
- What’s your approach to setting shared goals across departments?
- How do you handle conflict between two department leads when both feel their targets are being compromised?
Why Hiring the Wrong CRO is Too Costly to Risk
Even a promising candidate can fall short when the stakes are high. Here is what often goes wrong after you recruit a chief revenue officer:
- They struggle to align with your long-term strategy
- Their leadership style doesn’t influence your existing team
- They may leave within months, and you’re back at square one
Do you know that such a wrong recruitment at this level can cost you over $300,000 in terms of salary, lost momentum, missed revenue, and wasted time?
Meet Rocket Talent: Recruit a Pre-vetted CRO For Massive Growth
At Rocket Talent, we help high-growth SaaS and AI companies recruit chief revenue officers who are ready to hit the ground running.
- We match every CRO to your business strategy and revenue targets.
- At Rocket Talent, we work 40% faster than most firms because we already know the top 1% of sales and growth talent.
- Our ready-to-go database covers 93% of the CRO and GTM leader market.
- Every candidate is vetted for impact, leadership, and culture fit before you even meet them.
And if things don’t work out, our up to 24-month free replacement guarantee has you covered.
