Marketing Mix Modeling for CLOs: What Marketers Need to Know

Marketing Mix Modeling for CLOs: What Marketers Need to Know

Card-linked offers (CLOs) are performance-based, high-intent marketing tools—but they’re often underrepresented or misclassified in marketing mix modeling (MMM). As brands look to optimize spend and prove ROI, properly measuring CLOs within MMM becomes essential.

Rakuten Card Linked Offer Network (RCLON) helps marketers understand, model, and improve CLO performance through clean data, verified transactions, and closed-loop reporting.

Why CLOs Get Overlooked in Marketing Mix Modeling

MMM is designed to evaluate how marketing tactics drive sales—but many models fail to account for how CLOs work. When marketers group CLOs with affiliate, loyalty, or media spend, they mask their true efficiency and impact.

Here’s why that’s a problem:

• CLOs are click-to-activate, signaling intent

• They use verified card transaction data

• They operate on a pay-for-performance model

• They impact in-store and online sales, not just digital

Without proper classification in marketing mix modeling, marketers risk undervaluing one of their highest-performing tools.

How to Model CLOs More Accurately in MMM

To get the most from MMM, marketers need to adjust their approach to CLO measurement. Here are four ways to improve:

1. Segment CLOs as a standalone channel

Avoid lumping with broader affiliate or loyalty spend.

2. Use card transaction data—not impressions

CLOs don’t rely on modeled exposure—they track verified sales.

3. Include in-store results in your modeling inputs

CLOs capture full-funnel performance across all channels.

4. Incorporate incremental lift metrics

Use blinded studies, CAC, ROAS, and NTF rates to calibrate.

What RCLON Offers for Marketing Mix Modeling

Rakuten Card Linked Offer Network provides the data, tools, and partnership needed to improve how CLOs show up in your marketing mix model:

• Bank-verified, transaction-level data

• Transparent reporting for in-store and online sales

• Access to incrementality testing to support calibration

• Easy onboarding with no tech lift required

CLOs Deserve Better Modeling Inputs

If CLOs are driving real performance—and they are—your marketing mix modeling should reflect it. RCLON ensures brands can feed the right data into their models and make smarter investment decisions across all channels.