• Skip to primary navigation
  • Skip to main content
  • Skip to footer
Cyara

Cyara

Cyara Customer Experience Assurance Platform

  • Login
  • Contact Us
  • Request a demo
  • Search
  • Login
  • Contact us
  • Request a demo
  • Why Cyara
    • AI-Led CX Assurance Platform
    • AI vision for CX
    • Cyara partner network
    • Cyara Academy
  • Solutions
    • Transform
          • TRANSFORM – Drive CX Change

          • Functional, regression, & objective testing | Cyara Velocity
          • Performance testing | Cyara Cruncher
          • See all use cases >
          • Cyara platform - Transform - Drive CX change
    • Monitor
          • MONITOR – Assure CX Journeys

          • Telecom assurance | Cyara Voice Assure
          • CX & telecom monitoring | Cyara Pulse 360
          • Call ID line assurance | Cyara Number Trust
          • Agent environment assurance | Cyara ResolveAX
          • CX monitoring | Cyara Pulse
          • See all use cases >
          • Cyara platform - Monitor - Assure CX journeys
    • Optimize
          • OPTIMIZE — Leverage AI for CX

          • Conversational AI optimization | Cyara Botium
            • Functional & regression testing for AI agents
            • LLM-driven AI agent testing
            • Load testing for AI agents
            • NLP analytics for conversational AI in CX
          • Generative AI assurance | Cyara AI Trust
          • See all use cases >
          • Cyara platform - Optimize - Leverage AI for CX
    • Connect
          • CONNECT — Assure WebRTC CX

          • WebRTC optimization | Cyara testRTC
          • WebRTC monitoring | Cyara watchRTC
          • WebRTC quality assurance | Cyara qualityRTC
          • See all use cases >
          • Cyara platform - Connect - Assure WebRTC CX
  • Resources
    • CX Assurance blog
    • Customer success showcase
    • CX use cases
    • Events & upcoming webinars
    • On-demand webinars
    • Resource library
    • Customer community
  • About Us
        • About Cyara

        • About Cyara
        • Leadership
        • Careers
        • Legal statements, policies, & agreements
        • Services

        • Cyara Academy
        • Consulting services
        • Customer success services
        • Technical support
        • News

        • Press releases
        • Media coverage
        • Cyara awards
        • Partners

        • Partners

Blog / CX Assurance

January 16, 2018

Can You Predict NPS Scores? The Big 3 Can!

Docia Myer, Chief Innovator, 3A Consulting

 Can you predict NPS Scores? With my Big 3 Formula for Leading Indicators, you can.  Just like economists, Customer Experience practitioners can use the concept of Leading Indicators as a way to predict future NPS scores.  I recently paired with Cyara on a Webinar entitled NPS is Dead, Long Live NPS! and you can check out our slideshare version of this webinar.  My associate on the webinar, Elizabeth Magill, likes to say that the rumors of the death of NPS are greatly exaggerated.

walking elephant

My position on NPS remains unchanged – it is an excellent way to get a KPI score for measurement purposes, but if it is not paired with usable data to improve the customer experience – it is worthless.  So for me – Long Live NPS!

The key for me when I work with companies on NPS is the ‘usable data’.  I use a Big Three formula to look at Delivery, Quality, and Interactions.  These are the three pillars in which all Great Customer Experiences are created.  Within every company I have worked with, I have been able to find measurable KPI’s in these three areas that can be linked to movement in NPS Scores, thus creating NPS Leading Indicators. Here are a few examples.

Delivery – This can be the delivery of the product or service and could become overwhelming to look at all of the variables: on-time delivery, number of reschedules, meeting customer’s actual requested date, number of partial shipments and more.  The goal is to determine which metric your CUSTOMER cares about – when they think your delivery is excellent what does that mean to them.  Then by tracking your performance on that metric, you begin to create your crystal ball.

Quality – this is the quality of your product or service.  Although it can be viewed as subjective, it is an area rich with metrics and KPI’s that can be tracked.  Many organizations follow lean techniques, which give them a wide variety of KPI’s to choose from: defects per unit or million opportunities, labor productivity, total cycle time and more.  If you are providing services, you may be tracking the quality of delivery or the interaction provided, scope creep or on-budget project delivery.  The catch is to see which metrics impact you CUSTOMER’s view of your company – what do they view as bad or good quality.  Those gems become your leading indicators.

The final category is interactions.  I leave this for last because of the size this can become based on your type of business.  You can have digital interactions, mobile interactions, retail interactions, face-to-face and on and on – you get the picture.  It is a little trickier to find the Leading Indicators here, but I find it easier to look across your Customer Journey map at the Customer Touch Points and determine at each touch point what satisfies your customer, then determine a way to track your performance there.  For example if one of your touch points is at a Customer Call into the Call Center regarding a complaint, first call resolution might be a metric you could track that would be important in your business, to your customer.  Cyara specializes in Customer Interactions and have a huge variety of tools to use around this area.

So, my crystal ball, honed over 20 years of experience is to determine your Leading Indicators across the Big Three (Delivery, Quality, Interactions).  Use these to ‘predict’ your NPS changes. 

Read more about: Agile development, Automated testing, Customer experience (CX), Customer experience issues, DevOps, Net Promoter Score (NPS)

Ready for seamless CX assurance?

Learn how Cyara’s AI-led CX productivity, growth, and assurance engine can help you eradicate bad CX.

Speak to an expert
Office view with Cyara dashboard

Related Posts

agentic AI

February 17, 2026

Why Agentic AI Is the Missing Link in Enterprise AI Strategy

Enterprises are hitting limits with generative AI. See how an agentic AI enterprise strategy enables execution, governance, and impact.

Topics: Agentic AI, AI governance, AI-Powered CX, Artificial intelligence (AI), Customer experience (CX), Generative AI

customer experience load testing

February 12, 2026

How to Scale Customer Experience Load Testing

Many businesses rely on manual testing to assure CX. Learn how to improve CX and scale your load testing with automation.

Topics: Automated testing, Customer experience (CX), Load testing, Test Automation

omnichannel customer journeys

February 6, 2026

5 Steps to Testing and Assuring Omnichannel Customer Journeys

As customer journeys grow more complex, implement these steps to deliver seamless, high-quality, omnichannel CX.

Topics: Automated testing, Continuous testing, Customer experience (CX), Omnichannel

Footer

  • AI-Led CX Assurance Platform
    • Cyara AI Trust
    • Cyara Botium
      • Functional & regression testing for AI agents
      • LLM-driven AI agent testing
      • Load testing for AI agents
      • NLP analytics for conversational AI in CX
    • Cyara Cloud Migration Assurance
    • Cyara Cruncher
    • Cyara Number Trust
    • Cyara probeRTC
    • Cyara Pulse 360
    • Cyara Pulse
    • Cyara qualityRTC
    • Cyara ResolveAX
    • Cyara testingRTC
    • Cyara testRTC
    • Cyara upRTC
    • Cyara Velocity
    • Cyara Voice Assure
    • Cyara watchRTC
  • Use cases
    • Agent desktop testing
    • Cloud contact center monitoring
    • Contact center number test types
    • Contact center testing
    • Continuous testing
    • Conversational AI testing
    • CX monitoring
    • DevOps for CX
    • Email & SMS testing
    • Functional testing
    • Incident management
    • IVR discovery
    • IVR testing
    • Load & performance testing
    • Omnichannel testing
    • Outbound call testing
    • Regression testing
    • Voice biometrics testing
    • Voice of the customer
    • Voice quality testing
    • Web interaction testing
  • Resources
    • CX Assurance blog
    • Customer success showcase
    • Events & upcoming webinars
    • Resource library
    • On-demand webinars
    • Cyara portal & support site access
    • Customer community
  • About us
    • About Cyara
      • About us
      • Leadership
      • Careers
      • Cyara awards
      • Legal statements, policies, & agreements
    • Services
      • Cyara Academy
      • Consulting services
      • Customer success services
      • Technical support
    • News
      • Press releases
      • Media coverage
    • Partners
      • Partners
      • Integration & technology partners
      • Platform Integrations
Cyara
  • LinkedIn
  • Twitter
  • YouTube

Copyright © 2006–2026 Cyara® Inc. The Cyara logo, names and marks associated with Cyara’s products and services are trademarks of Cyara. All rights reserved. Privacy Statement