Banks with travel portals walk a tight rope. Hold rates high to fund card benefits, and your card holders book elsewhere. Drop prices to win volume, and you erode the economics that make premium cards viable. Most programs treat pricing as a binary choice between protecting margin and driving bookings.
A leading financial institution approached us with a different question: what if different card holders respond to pricing in fundamentally different ways? Rather than assume uniform price sensitivity across their entire cardholder base, they wanted to measure who would engage when competitive rates validated the portal's value—and who was already captive to the benefits experience regardless.
We explored strategic pricing across their travel portal, measuring booking behavior and value patterns across distinct member segments. The insight we sought: which customers treat the portal as one option among many (and respond to competitive rates), versus which are already committed to the ecosystem regardless of marginal pricing differences.
Cash-paying customers comparison-shop across channels before booking. Point-redemption customers are invested in maximizing the program's currency. Understanding this divide would determine where pricing investment delivers growth—and where benefits optimization matters more.
The 17% overall lift masked the real story. Competitive pricing revealed three fundamentally different customer mindsets. Cash-paying cardholders upgraded to premium inventory. Point-redemption card holders, already captive to the earn-and-burn flywheel, stayed put. First-time bookers show 2.7x greater responsiveness than their counterparts.
The feared "race to the bottom" never materialized. Cash-paying customers didn't trade down—they traded up.
When competitive rates validated the portal's value proposition, these card holders actively chose higher-value properties, revealing a segment that seeks value delivery, not subsidies.

The exploration delivered more than metrics—it created a strategic roadmap grounded in customer behavior. Working collaboratively with the financial institution's team, we translated the segmentation insights into three optimization pathways that would enable segment-specific value delivery rather than uniform approaches.
Strategic pricing recaptures wallet share. Competitive rates don't cannibalize other programs; they recapture volume lost to other channels. The opportunity is bringing card holders back into the portal's consideration set when they're actively shopping for travel.


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ShopBack is Asia-Pacific's leading shopping and rewards platform. Present in 13 markets with over half a million transactions daily, they connect over 20 million active users with 20,000 merchants and brand partners, driving over US$5.5B in annual GMV and US$900M+ cashback awarded to date.