|By Joel York||
|May 13, 2014 09:00 AM EDT||
Becoming a Metrics-driven SaaS Business is no easy task. It takes time, commitment and plenty of customers. However, the financial rewards of moving beyond standard SaaS financial metrics to SaaS customer success metrics and ultimately to sophisticated predictive analytics are significant. Each step toward SaaS metrics greatness builds upon the last. The stages of development can be classified into a natural progression of increasing SaaS business understanding from financial stability to operational measurability to revenue predictability outlined at the very beginning of this series. These stages define a SaaS Metrics Maturity Model that provides a SaaS metrics roadmap along with benchmarks at each stage of development for SaaS companies that aspire to become a Metrics-driven SaaS Business.
The SaaS Metrics Maturity model provides a SaaS metrics roadmap
along with benchmarks at each stage of development
for SaaS companies that aspire to become a Metrics-driven SaaS Business.
This is the fourth and final post in a series inspired by my ongoing collaboration with Bluenose Analytics that explores the new Metrics-driven SaaS Business based on emerging best practices in SaaS customer success metrics. The last two posts discussed the potential uses of SaaS customer success metrics for reducing churn and accelerating customer acquisition. This final post defines The SaaS Metrics Maturity Model, a path for SaaS companies to follow on their way to becoming a Metrics-driven SaaS business.
SaaS Metrics Maturity Model Stage 1:
SaaS Financial Metrics Mastery
The first step along the path to becoming a Metrics-driven SaaS Business occurs when a SaaS business achieves a stable SaaS business model that allows management to monitor the key SaaS financial metrics, including recurring revenue, customer acquisition cost, churn, growth and cost of service. Financial plans and targets are produced using these now standard financial metrics. In addition to the basic financial metrics, more advance metrics such as the customer lifetime value, churn cohorts and the various SaaS magic numbers may also be calculated.
The stage one SaaS business has a solid understanding of SaaS economics grounded in SaaS financial metrics. As the use of SaaS metrics becomes the company standard, they are pushed out into departmental plans. Sales is compensated on recurring revenue and avoids discounts based on total contract value. Marketing makes demand generation plans around revenue, upsell and acquisition cost targets. Customer success focuses on churn reduction. And, executive compensation is based on non-GAAP SaaS financial goals.
SaaS Metrics Maturity Model Stage 2:
Reactive Customer Success with Customer Success Metrics
At stage 2, The Metrics-driven SaaS Business gets serious about customer success and discovers the panacea of information available from product usage data complemented by customer demographics, transaction history, engagement tracking and primary customer research such as surveys and focus groups. It starts to delve into statistical methods and descriptive models to better understand the root causes of churn, upsell, trial conversion, purchase and onboarding. These models produce customer success KPIs and benchmarks than uncover operational opportunities for improving SaaS customer success.
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Stage 2 is an important transition stage for the Metrics-driven SaaS business. Most companies enter stage 2 out of churn frustration. The SaaS financial metrics mastered in stage 1 give the perils of churn very high visibility, but they offer no guidance for reducing it. This motivates management to explore new operational metrics and approaches to customer success. The need for account-level financial information and product usage data within the SaaS customer success organization becomes obvious, but CRM systems, marketing systems, accounting systems and the product itself often don’t provide easy access. Stage 2 is a struggle.
SaaS Metrics Maturity Model Stage 3:
Proactive SaaS Customer Success with Predictive Analytics
In stage 3, the perseverance required to slug through stage 2 really begins to pay off. The SaaS customer success metrics discovered in Stage 2 become standard KPIs that are used to construct predictive analytics. These predictive models help The Metrics-driven SaaS Business get out in front of churn and acquisition in a systematic way. Health indexes and alerts are incorporated into the daily routines of customer success reps and sales reps to increase revenue and reduce operational costs. Predictive models are plugged directly into the SaaS product to automate communications that facilitate purchase, use and upsell.
The stage 3 Metrics-driven SaaS business is becoming the master of the SaaS metrics domain, moving from art to science. However, predictive analytics in SaaS is a big data problem that only a few companies could conceivably tackle on their own. It is virtually impossible to succeed in stage 3 without significant investment in new customer success systems, as well as the integration of those systems to the product, CRM and accounting system.
SaaS Metrics Maturity Model Stage 4:
The Recurring Revenue Machine
Finally, the stage 4 Metrics-driven SaaS Business has a complete top-to-bottom understanding of the drivers of SaaS financial success. Financial planning goes beyond simple what-if spreadsheets that have no basis in operational reality. Financial goals are linked directly to operational goals using SaaS customer success metrics and predictive analytics. Targeted churn reductions are tied directly to root causes and operational initiatives with predictable results. Growth plans are based on specific improvement programs with well understood impacts on trial conversion, purchase, churn, and the productivity of sales and custom success reps.
Success in stage 4 requires an integrated management approach, especially between finance and customer success, two departments that have historically had little to do with each other. The finance-customer success partnership is essential to the Metrics-Driven SaaS Business, because it links continuous operational improvement to financial goals through SaaS customer success metrics. The stage 4 Metrics-driven SaaS Business is a well-oiled recurring revenue generating machine.
Sematext is a globally distributed organization that builds innovative Cloud and On Premises solutions for performance monitoring, alerting and anomaly detection (SPM), log management and analytics (Logsene), and search analytics (SSA). We also provide Search and Big Data consulting services and offer 24/7 production support for Solr and Elasticsearch.
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