CX Performance Monitor

Made for product teams who need to know what’s holding their card back

A comprehensive benchmark of U.S. bank and co-brand credit cards that connects cardholder experience to real-world usage, wallet position, and spend momentum.

Satisfaction rankings only tell part of the story

Satisfaction scores are widely used to assess card performance, but they often fail to explain what is actually happening in wallet. Cards can rank well on satisfaction while losing share of wallet, stalling momentum, or becoming less relevant to cardholders over time.

The CX Performance Monitor was designed to address this gap. Rather than treating satisfaction as a proxy for performance, it evaluates how experience translates into real-world outcomes, providing earlier and more actionable signals of risk and opportunity.

Designed With Intent

The most comprehensive view of card performance

  • Based on 50K structured credit card product reviews collected annually
  • Covers 100+ bank and co-brand portfolios, representing one of the largest portfolio-level benchmarks of the U.S. credit card market

Designed to address performance blind spots

  • Data collected through PI-360 CX, an ongoing credit card performance monitoring platform active since 2023
  • Metrics are intentionally discrete, transparent, and explainable, avoiding opaque composite scoring

Built for meaningful comparison

  • Each portfolio includes a representative mix of primary, secondary, tertiary, and inactive cards in wallet
  • Enables valid, apples-to-apples comparison of spend, share of wallet, momentum, and experience

Covered Portfolios

The CX Performance Monitor includes 100+ U.S. bank-issued and co-brand credit cards across travel, retail, cash back, premium, and entry-level segments. Find your card, and request a briefing.

What We Measure

The CX Performance Monitor evaluates the credit card experience across product design, rewards economics, digital engagement, and service execution, including:

  • Credit limits and account terms

  • Rewards value and redemption flexibility
  • Benefits and promotional mechanics

  • APR and fees

  • Fraud protection 

  • Online banking experience

  • Mobile app experience

  • Customer service and issue resolution

Each dimension is analyzed in relation to share of wallet, loyalty posture, spend momentum and attrition risk.

Built for teams accountable for card performance

The 2026 CX Performance Monitor is designed for leaders who need to understand where performance is headed, not just how it has been rated. It is used by:

Credit card product teams

Responsible for growth, retention, and roadmap decisions

Customer experience teams

Looking to link experience to real usage and spend

Strategy and portfolio leaders

Who need early signals of risk and opportunity

Co-brand product leaders

Managing performance across complex brand ecosystems

Built for planning, performance reviews, and partnership discussions

Request a private introduction or preliminary diagnostic to understand where your card stands, what may be holding it back, and where opportunity exists.