In 2023, SaaS leaders learned a lesson that was not exactly new, but suddenly became impossible to ignore: growth is much easier when customers do not sprint toward the exit carrying their credit cards. As funding tightened, acquisition costs rose, and buyers became more cautious, retention became less of a “customer success department metric” and more of a full-company survival skill.
The SaaS Retention Report 2023 tells a clear story. Companies that retained and expanded revenue from existing customers generally grew faster, operated more efficiently, and had more room to invest in product improvements. The companies struggling with churn, on the other hand, often found themselves stuck on a treadmill: spending more money to replace revenue that had quietly disappeared through cancellations, downgrades, and failed payments.
This report breaks down the major retention benchmarks, explains gross revenue retention and net revenue retention, explores why churn increased for many SaaS businesses in 2023, and offers practical strategies for building healthier customer relationships. No magic wand is included. There is, however, a healthy suspicion of dashboards that look impressive while hiding a leaky bucket.
Executive Summary: What the 2023 SaaS Retention Data Revealed
Retention became a central growth metric in 2023 because recurring revenue is only truly recurring when customers continue to receive meaningful value. A signed contract is nice. A renewed, expanded contract is nicer. A customer who renews, adds more users, and tells three colleagues about the product is the SaaS equivalent of finding extra fries at the bottom of the bag.
Private B2B SaaS benchmark data published in 2023 showed a median net revenue retention (NRR) rate of approximately 102% and a median gross revenue retention (GRR) rate of approximately 91%. These numbers matter because they show two different sides of customer health:
- GRR measures how much recurring revenue remains after cancellations and downgrades, excluding expansion revenue.
- NRR includes expansion revenue from upgrades, added seats, increased usage, cross-sells, and price increases.
- Customer retention rate measures how many customers remain, regardless of whether their spending rises or falls.
- Churn rate measures the percentage of customers or revenue lost during a defined period.
GRR cannot exceed 100% because it does not count growth from existing accounts. NRR, however, can rise above 100% when expansion revenue outweighs churn and contraction. That is why a SaaS company may lose a few accounts yet still increase revenue from its original customer base. It is not a license to ignore churn, but it can indicate that the product is becoming more valuable to the right customers.
2023 SaaS Retention Benchmarks at a Glance
The most useful retention benchmarks are not universal targets carved into a cloud-shaped stone tablet. They depend on annual contract value, customer segment, implementation complexity, and product maturity. Still, 2023 data offered several useful reference points for private B2B SaaS companies.
| Metric or Segment | 2023 Benchmark Insight | What It Suggests |
|---|---|---|
| Median NRR | Approximately 102% | Expansion revenue slightly exceeded revenue lost through churn and downgrades. |
| Median GRR | Approximately 91% | Retaining roughly nine out of every ten recurring revenue dollars was an important baseline. |
| Lower-ACV SaaS | Lower NRR and more variation in retention | Smaller customers can churn more easily when a product is not essential to their workflow. |
| Higher-ACV SaaS | Higher NRR and GRR | Longer sales cycles, deeper implementation, account management, and broader product adoption can create stickier relationships. |
| Best-in-class B2B SaaS | NRR often in the 110% to 125% range | Strong retention plus disciplined expansion creates a powerful land-and-expand engine. |
Higher-priced SaaS products generally showed stronger retention in 2023. That does not mean the answer is to raise prices until customers need a mortgage broker. It means higher-ACV products often involve more thoughtful buying decisions, stronger implementation, dedicated support, and greater operational dependence. When software becomes part of a customer’s daily workflow, replacing it is no longer a casual Saturday afternoon activity.
Why Net Revenue Retention Became the Headline Metric
NRR became especially important because it measures whether a SaaS company can grow from its existing customer base. A company with 110% NRR begins the year with more recurring revenue from the same customer cohort than it had the year before, even before adding new logos.
That creates a compounding advantage. A company with weak retention must use new sales simply to refill lost revenue. A company with strong NRR can use new sales to build on top of an increasingly stable foundation. The difference may look modest on a spreadsheet, but over several years it can separate a durable SaaS business from one that is constantly sprinting uphill in business casual shoes.
ChartMogul’s 2023 retention analysis found that SaaS companies with NRR above 100% grew materially faster than companies with weak revenue retention. Businesses with NRR above 100% averaged annual growth of more than 40%, while companies with very low NRR lagged far behind. The relationship is not proof that retention alone causes growth; strong products, effective go-to-market strategy, pricing power, and customer fit all matter. Still, the pattern is difficult to ignore.
A Practical NRR Formula
Net revenue retention can be calculated using the following formula:
NRR = (Starting MRR - Churned MRR - Downgrade MRR + Expansion MRR) / Starting MRR × 100
For example, imagine a SaaS company begins the year with $1,000,000 in recurring revenue from its existing customers. During the year, it loses $90,000 from churn, loses another $30,000 from downgrades, and gains $180,000 through upgrades and cross-sells.
NRR = ($1,000,000 - $90,000 - $30,000 + $180,000) / $1,000,000 × 100 = 106%
That 106% NRR means the company increased revenue from its original customer cohort by 6%. It is a healthy result, but leadership should still investigate the $120,000 lost through churn and downgrades. Expansion is wonderful. Preventable churn is still annoying.
Gross Revenue Retention: The Quiet Truth Teller
NRR can look impressive even when a company has meaningful customer churn. Strong expansion from larger accounts may offset losses from smaller ones, which is why GRR remains essential. GRR strips out expansion revenue and asks a simpler question: how much recurring revenue did the company actually keep?
In 2023, a GRR rate around 90% was often viewed as a meaningful threshold for private B2B SaaS businesses. Companies below that level were more likely to face pressure from poor customer fit, incomplete onboarding, weak adoption, pricing friction, or increased competition.
GRR is particularly useful for identifying whether a company has a product problem disguised as a sales problem. When GRR falls, the answer is rarely “send more marketing emails.” It is more likely to involve a deeper issue: customers are not reaching value quickly, key features are difficult to use, promised outcomes are unclear, or the ideal customer profile has become too broad.
The 2023 Retention Reality: Growth Was Getting Harder
In 2023, the SaaS market shifted away from the old “growth at all costs” mindset. Investors and operators increasingly focused on efficient growth, disciplined spending, customer profitability, and revenue durability. The market was less impressed by a mountain of new sign-ups if those customers quietly vanished after a few billing cycles.
OpenView’s 2023 SaaS benchmark findings pointed to softness in retention across the market, especially among high-performing expansion-stage companies. Some businesses that had previously benefited from rapid expansion saw NRR decline as customers scrutinized software budgets, reduced user seats, consolidated tools, and pushed harder during renewal negotiations.
This did not mean retention was impossible. It meant SaaS companies had to earn it more deliberately. “We have lots of features” was no longer enough. Customers wanted clear business value, faster onboarding, dependable support, and evidence that the software was worth keeping when the CFO started carrying a metaphorical red pen.
What Causes SaaS Churn?
SaaS churn is rarely caused by one dramatic event. More often, it is a series of tiny disappointments that pile up like laundry in a college dorm room. A user does not understand the first setup step. A manager never sees the promised report. An integration breaks. Support takes too long. The product becomes “something we should probably use more,” which is corporate language for “we may cancel this next quarter.”
Common Drivers of Customer and Revenue Churn
- Weak customer fit: The company sells to buyers who do not have a strong or urgent problem to solve.
- Slow time to value: Customers take too long to experience the benefit that justified the purchase.
- Poor onboarding: New users receive too much information, too little guidance, or both at the worst possible moment.
- Low product adoption: Customers buy a broad platform but only use one small feature.
- Pricing misalignment: Customers feel they are paying for capacity, features, or complexity they do not need.
- Leadership changes: A new executive may review the software stack and remove tools that lack visible value.
- Billing failures: Not all churn is intentional; expired cards, failed payments, and poor dunning processes can quietly erase revenue.
- Competitive pressure: A rival may offer a simpler experience, better integration, or lower perceived risk.
How Leading SaaS Businesses Improved Retention in 2023
1. Make Time to Value Embarrassingly Fast
The first days after a customer signs up are not merely an onboarding phase. They are a retention phase wearing a fake mustache. The goal is not to show every feature. The goal is to get each user to a meaningful outcome quickly.
For a project management platform, that outcome may be creating a first project and assigning a task. For finance software, it may be importing live data and generating a useful report. For a marketing tool, it may be launching a campaign that produces the first measurable result.
Effective onboarding is role-based, contextual, and focused. A team administrator should not receive the same product tour as a frontline user. Everyone does not need a parade of tooltips. They need the next useful step.
2. Build Customer Health Scores Around Behavior, Not Wishful Thinking
A customer health score should not be a decorative traffic light that turns green because an account manager feels optimistic. It should combine observable signals such as login frequency, adoption of important features, seat utilization, support tickets, renewal timing, payment status, NPS feedback, and changes in usage behavior.
Product analytics became especially valuable in 2023 because it helped teams detect declining engagement before a customer formally announced a cancellation. A sudden reduction in active users, incomplete workflows, or abandonment of high-value features can signal risk early enough for a helpful intervention.
3. Separate Voluntary Churn From Involuntary Churn
Voluntary churn happens when customers intentionally leave because the product no longer fits, the value is unclear, or they choose a competitor. Involuntary churn happens when payments fail due to expired cards, bank declines, or incomplete billing processes.
These problems require different remedies. Voluntary churn needs better product value, onboarding, support, pricing, or customer success. Involuntary churn needs stronger payment recovery, account updating, retry logic, billing reminders, and dunning workflows. Treating both types of churn as one number is like using one umbrella for rain, snow, and a rogue sprinkler system. It may help a little, but not enough.
4. Create Expansion That Feels Helpful, Not Sneaky
Healthy expansion revenue comes from customers succeeding with the product and naturally needing more capacity, users, workflows, integrations, or advanced capabilities. It should feel like a logical next step, not like a surprise fee waiting behind a shrub.
Good expansion motions include adding seats when adoption spreads across departments, offering advanced reporting after basic workflows are established, introducing useful integrations, and packaging new modules around clear customer outcomes. The best upsell is often not a sales pitch. It is a customer saying, “Can this do more of the thing that is already saving us time?”
5. Align Product, Sales, Support, and Customer Success
Retention suffers when each team optimizes for a different version of success. Sales may chase any deal that can close this quarter. Product may build features for the loudest customer. Customer success may inherit accounts that were oversold. Support may spend its days explaining issues that onboarding could have prevented.
High-retention SaaS businesses align these teams around a shared ideal customer profile, clear value milestones, and common retention metrics. Sales should understand which customers are likely to adopt. Product should understand where customers get stuck. Customer success should have access to usage data. Leadership should review churn reasons with the same seriousness usually reserved for pipeline forecasts.
A SaaS Retention Dashboard That Actually Helps
Every SaaS company should track retention at least monthly, while also reviewing cohorts quarterly and annually. A useful retention dashboard should include:
- Customer retention rate by customer segment
- Logo churn rate and revenue churn rate
- Gross revenue retention and net revenue retention
- Expansion MRR from upgrades, seats, usage, and cross-sells
- Downgrade MRR and contraction reasons
- Renewal rate by account size and contract length
- Product adoption by key feature and user role
- Time to first value and onboarding completion rate
- Customer health score distribution
- Top cancellation reasons and win-back opportunities
- Involuntary churn caused by failed payments
The key is segmentation. An overall NRR number can hide major problems. A company may have excellent retention among enterprise customers but severe churn among small businesses. It may retain annual plans well but lose monthly users rapidly. It may have strong adoption among administrators but weak adoption among daily users. The average can be useful, but averages are also where inconvenient truths go to take a nap.
Experience-Based SaaS Retention Lessons: What Teams Commonly Learn the Hard Way
One of the most common lessons in SaaS retention is that customers rarely churn because they woke up feeling mischievous. Most churn begins much earlier, when value becomes unclear or adoption quietly slows. A customer may still log in occasionally, renew automatically for a while, and smile politely during a quarterly call. But if the product has slipped from “essential” to “nice to have,” the cancellation risk is already growing.
The first practical lesson is to stop treating onboarding as a one-time welcome sequence. Many SaaS teams celebrate when a customer creates an account, imports data, or completes a checklist. Those are useful milestones, but they are not always proof of value. Strong teams define an activation event that reflects a meaningful outcome. For example, a payroll platform may define activation as successfully running payroll, not simply inviting an employee. A marketing platform may define it as launching a campaign and receiving performance data, not merely connecting an email account.
The second lesson is that retention work becomes easier when teams understand who actually uses the product. The buyer, administrator, manager, and daily user may all have different goals. If the executive buyer never sees a business outcome, renewal becomes difficult. If the daily user finds the interface confusing, adoption falls. If the administrator cannot manage permissions or billing without opening a support ticket, frustration spreads. Retention is not one relationship. It is a small ecosystem with several people holding tiny veto buttons.
The third lesson is that product usage data is more useful when it leads to action. Tracking logins alone is rarely enough. A customer might log in every day simply because they are trying to fix a problem. Teams should look for completion of high-value workflows, use of sticky features, seat adoption, integration activity, and meaningful changes in behavior. When a previously active account suddenly stops using a core workflow, that is usually worth a thoughtful check-in before the renewal date appears on the calendar like a surprise pop quiz.
The fourth lesson involves expansion. Some SaaS teams pressure customer success managers to upsell too early, which can damage trust. Customers should first experience the core value they purchased. Once that value is real and visible, expansion becomes easier and more natural. A customer who has successfully adopted one team workflow may be ready to extend it across departments. A customer who has proven ROI with a basic plan may want automation, analytics, security controls, or additional integrations. Expansion works best when it solves the next obvious problem.
The fifth lesson is that churn interviews deserve more attention than most companies give them. A cancellation reason such as “too expensive” is usually not the full story. It may mean the product was not used enough, the outcome was not measurable, the buyer lost budget authority, or a competitor offered a simpler alternative. Good churn analysis asks follow-up questions and groups findings by segment, product usage, contract type, acquisition channel, and customer maturity. The goal is not to win an argument with a departing customer. The goal is to learn before the next cohort repeats the same pattern.
Finally, successful retention teams usually build a culture where customer value is everyone’s responsibility. Sales does not get to disappear after signing the contract. Product does not get to ignore support patterns. Finance does not get to treat failed payments as an afterthought. Customer success does not get blamed for churn caused by poor fit or broken onboarding. When teams share the same view of value, retention becomes less mysterious and much more manageable.
Conclusion: Retention Was the Real Growth Engine of 2023
The SaaS Retention Report 2023 makes one point especially clear: durable growth begins with customers who stay, succeed, and expand. NRR above 100% can create powerful compounding revenue, but it should not distract leaders from the fundamentals of gross retention, adoption, and customer value.
The companies best positioned for long-term SaaS growth are not necessarily the ones with the loudest launch announcements or the flashiest dashboards. They are the ones that understand their ideal customers, reduce time to value, detect risk early, fix friction quickly, and create expansion opportunities customers genuinely want. In other words, they build software that earns its place in the budget.

