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Tracking customer success metrics is the key to understanding how your customers use and derive value from your product.
But...
When there are countless metrics to track and measure, choosing the ones that best capture your business can get overwhelming.
So we asked Preflight community members what some of the crucial metrics are that they monitor and how they track them in their organization. Here’s a quick list of leading and lagging Customer Success metrics from our experts, Varun Goel from Zendesk and Aditya Maheshwari from AppsFlyer.
There is no one-size-fits-all when it comes to metrics. Each business and industry is unique. However, tracking the adoption rate and utilization of your offerings tells you where it all stands. Some of the metrics to follow are:
How you track these metrics and what metrics you use to evaluate your CS team are important questions to answer, too.
AppsFlyer built a framework of leading and lagging metrics that helps them stay on track, ensure progress, and helps customers succeed.
Feature Adoption: CSMs keep a feature adoptions report handy when they pitch a feature to the customers. Over a period of time, they measure the number of times the features are opened and used.
Upsells: CSMs monitor and let the sales team know when an opportunity to upsell a core package or an additional feature has come up. Upsell indication is the CSMs’ way of letting the sales team know that they’ve created value and would now like them to start a commercial discussion with the customer. They measure the number of indications opened as well as the ones that converted into opportunities.
Significant relationships: The AppsFlyer team built a framework to map and measure the relationship strength with their “Contacts.” Contacts are a small list of high-frequency users, champions, advocates, supporters, decision-makers, and saboteurs.
Number of Executive Business Reviews: Executive Business Reviews, also known as QBRs, is a quarterly meeting with the customers. These meetings strengthen the relationship between you and your customers. This will help you highlight the ROI and value created and have honest discussions on wins and shortcomings.
Red flags/No. of days open/No. of days since the last update: These are some indicators of a possible churn in the future. Red flags aren’t necessarily bad because they help the team get the attention of larger internal teams.
Some of the lagging metrics measured at AppsFlyer:
There are dozens of metrics to track and it varies depending on your product and industry. What metrics do you have on your radar? Join Preflight and contribute to the conversation!
What I appreciated most about Rocketlane is its seamless approach to onboarding and project management. The ability to collaborate in real-time, set clear timelines, and track progress across multiple teams makes it incredibly efficient. The built-in document-sharing and communication tools reduce the need to switch between platforms. It’s especially useful for client-facing projects, where transparency and accountability are key


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A Forward Deployed Engineer (FDE) embeds in the customer environment to implement, customize, and operationalize complex products. They unblock integrations, fix data issues, adapt workflows, and bridge engineering gaps — accelerating onboarding, adoption, and customer value far beyond traditional post-sales roles.

A Forward Deployed Engineer (FDE) embeds in the customer environment to implement, customize, and operationalize complex products. They unblock integrations, fix data issues, adapt workflows, and bridge engineering gaps — accelerating onboarding, adoption, and customer value far beyond traditional post-sales roles.





70–85% utilization. 94% G2 rating.
One platform does what the entire table above tries
to split across tools.
70–85% utilization. 94% G2 rating.
One platform does what the entire table above tries
to split across tools.

70–85% utilization. 94% G2 rating.
One platform does what the entire table above tries
to split across tools.
Enterprise implementations fail because customers don’t follow the process or provide clean data on time. Most delays are purely “customer-side” issues.
Implementations fail because complex environments need real-time technical problem-solving. FDEs unblock workflows, integrations, and unknown constraints that traditional onboarding teams can’t resolve on their own.
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Companies that embed engineers directly with customers see significantly higher enterprise retention compared to traditional post-sales models — because embedded engineers uncover “unknowns” that never surface in ticket queues.

VP Sales, Intercom

A Forward Deployed Engineer (FDE) embeds in the customer environment to implement, customize, and operationalize complex products. They unblock integrations, fix data issues, adapt workflows, and bridge engineering gaps — accelerating onboarding, adoption, and customer value far beyond traditional post-sales roles.






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