Business Line of Credit Flat Fee Header Testing

American Express

Timeline

Apr - Jun 2026

Role

Growth marketer

Category

User research

Tools

UserTesting, Mural

Timeline

Apr - Jun 2026

Role

Growth marketer

Category

User research

Tools

UserTesting, Mural

Overview

A simpler pricing model raised a new acquisition question

Overview

A simpler pricing model raised a new acquisition question

Overview

A simpler pricing model raised a new acquisition question

American Express Business Line of Credit shifted from multiple fee structures to a flat monthly percentage, making borrowing costs easier to understand upfront.

As a growth marketer, I led customer research to understand how that change should be communicated on the acquisition experience and whether it could outperform our historically strongest message, “You may be pre-approved.”

Short on time?

Hypothesis

Could simpler pricing become a stronger acquisition message?

Hypothesis

Could simpler pricing become a stronger acquisition message?

Hypothesis

Could simpler pricing become a stronger acquisition message?

We developed four headline variants (V1–V4) to test how customers responded to the new flat-fee pricing model, from emphasizing predictability to removing surprise fees.

Variant 1

Borrow without any surprise fees

Variant 2

Funding made easy with straightforward fees

Variant 3

Predictable, fixed-fee pricing means no surprises

Variant 4

Funding with straightforward pricing

Research

Testing which message felt clearest and most compelling

Research

Testing which message felt clearest and most compelling

Research

Testing which message felt clearest and most compelling

Study overview

I partnered with UX research on a two-phased mixed-method study with 16 small business owners.

We used unmoderated testing to narrow for flat-fee messages, then moderated interviews to understand why the strongest messages resonated and how they compare it with the existing control messaging:

Control

"You may be pre-approved"

Phase 1: Unmoderated testing

Testing four flat fee variants

Phase 1: Unmoderated testing

Testing four flat fee variants

Phase 1: Unmoderated testing

Testing four flat fee variants

We tested four headline variants with 16 business owners who had prior lending experience. Participants were split into two groups and asked to compare two variants.

Findings between the two groups

Variant 1 vs. Variant 2

Variant 1 clearly outperformed Variant 2

Variant 1 vs. Variant 2

Variant 1 clearly outperformed Variant 2

Variant 3 vs. Variant 4

"Predictable pricing" and "straightforward pricing" felt similar

Variant 3 vs. Variant 4

"Predictable pricing" and "straightforward pricing" felt similar

Phase 1 takeaway

V1 advanced as the clearest flat-fee message, while V4 moved forward from the second group for deeper moderated testing.

Phase 2: moderated study

Flat-fee header winners and the pre-approval control

Phase 2: moderated study

Flat-fee header winners and the pre-approval control

Phase 2: moderated study

Flat-fee header winners and the pre-approval control

We conducted 30-minute moderated interviews with five small business owners to discuss V1, V4, and the control.

The goal was to understand why participants preferred certain messages, how clearly they understood the flat fee model, and how both compared with our existing pre-approval messaging.

Findings

Variant 1 vs. Variant 4

Variant 1 remained the stronger flat-fee message

Variant 1 vs. Variant 4

Variant 1 remained the stronger flat-fee message

Flat-fee messaging vs pre-approval

Pre-approval messaging felt like a lower-commitment next step

Flat-fee messaging vs pre-approval

Pre-approval messaging felt like a lower-commitment next step

Phase 2 takeaway

Flat-fee and pre-approval messaging addressed different needs, and preference was mixed because messages offered different kinds of values.

Recommendations

Use pricing clarity to build understanding without replacing what already works

Recommendations

Use pricing clarity to build understanding without replacing what already works

Recommendations

Use pricing clarity to build understanding without replacing what already works

The study clarified where each message was strongest

Our research suggested that flat-fee messaging was most effective when it made the benefit concrete, but it did not clearly outperform pre-approval as an acquisition message.

The research showed that flat-fee messaging and pre-approval language appealed for different reasons. The intended next step was a follow-up A/B test to validate the findings in-market, but priorities later shifted.

Thanks for visiting ⊹ ࣪ ˖

© 2026 Valerie Ma

Let's connect

NEW YORK, NY08:28 PM
Last updated:09/05/2026

Thanks for visiting ⊹ ࣪ ˖

© 2026 Valerie Ma

Let's connect

NEW YORK, NY08:28 PM
Last updated:09/05/2026

Thanks for visiting ⊹ ࣪ ˖

© 2026 Valerie Ma

Let's connect

NEW YORK, NY08:28 PM
Last updated:09/05/2026