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A/B Testing

 +$755,000 Annual Revenue From A/B Testing

4 Tests in 2 Months | 75% Win Rate

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Heatmap Data

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Conversion Rate

-Decline

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[THE PROBLEM]

Golf Course Print, an established brand selling custom golf course wall art, was scaling but facing challenges:

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Conversion rate was declining as they increased ad spend.

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Their previous CRO agency was running tests but delivering only small, incremental lifts.

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The brand needed bigger, more meaningful improvements to sustain growth.

[THE SOLUTION]

We implemented a structured A/B testing program focused on high-impact areas:

HOMEPAGE

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Matched messaging with ads to create consistency

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Improved navigation for faster product discovery

Product Detail Pages (PDPs)

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Reduced cognitive load with simplified layouts and clearer information hierarchy.

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Highlighted key value props and benefits more effectively.

All tests were designed using our CRO framework, grounded in customer psychology, behavioral analysis, and competitor research.

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Data-Driven Hypotheses

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Estimated Sales In A Year

+775K

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[THE OUTCOME]

In just 2 months, the testing program delivered

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+$755K

75%

Win Rate

Revenue Projected Anually

On Average Per Winning Test (3 MONTHS)

+9.5%

CVR Uplift

+15.79%

AOV Increase

+23.28

RPU Increase

+$37K

Extra Monthly Revenue

[THE PROBLEM]

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Original Version

Frame23452087326765

Conversion Rate

-Decline

arrow down
Frame_2087326765

Golf Course Print, an established brand selling custom golf course wall art, was scaling but facing challenges:

icon cross

Conversion rate was declining as they increased ad spend.

icon cross

Their previous CRO agency was running tests but delivering only small, incremental lifts.

icon cross

The brand needed bigger, more meaningful improvements to sustain growth.

[THE SOLUTION]

accordion arrow

We implemented a structured A/B testing program focused on high-impact areas:

HOMEPAGE

icon check

Matched messaging with ads to create consistency

icon check

Improved navigation for faster product discovery

Product Detail Pages (PDPs)

icon check

Reduced cognitive load with simplified layouts and clearer information hierarchy.

icon check

Highlighted key value props and benefits more effectively.

All tests were designed using our CRO framework, grounded in customer psychology, behavioral analysis, and competitor research.

Frame20873259973456

Data-Driven Hypotheses

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Estimated Sales In A Year

+775K

arrow up
Frame_2087326767

[THE OUTCOME]

accordion arrow

In just 2 months, the testing program delivered

arrow up

+$775K

ROAS Jumped in 4 Months

Revenue Projected Anually

+75%

Win Rate

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On Average Per Winning Test (3 MONTHS)

+9.5%

CVR Uplift

+15.79%

AOV Increase

+23.28

RPU Increase

+$37K

Extra Monthly Revenue