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A/B Testing

+55% Conversion Rate Growth for an 8-Figure Retailer in 4 Months

$624,000 generated from one winning test alone

White modern wood bookcase with lower doors filled with books and decorative items.

Weak Hero

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No Growth

ROAS

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[THE PROBLEM]

AFA Stores, a multi-million-dollar furniture retailer, was generating significant traffic but leaving revenue on the table.

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Conversion growth had plateaued.

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Customers had thousands of products to choose from, making trust and purchase confidence critical.

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As a retailer selling non-exclusive products, differentiation came from the shopping experience rather than the products themselves.

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The team wanted to unlock more revenue from existing traffic without increasing acquisition costs.

[THE SOLUTION]

We implemented an ongoing A/B testing program focused on the highest-impact opportunities across the customer journey.

Key testing areas included:

Product Detail Pages (PDPs)

Cart Experience

Checkout Flow

Search & Product Discovery

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Experiments focused on increasing trust and  improving product discovery

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Reducing friction

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Help customers make purchase decisions with confidence

Winning tests were continuously rolled out while new experiments were launched to compound gains over time.

Product review shows 4.7/5 rating with positive customer feedback and very good ratings for service and quality.

Optimized Tests

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More Revenue

+55.3%

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[THE OUTCOME]

The testing program delivered measurable growth across the business in just 4 months:

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Conversion Rate

+55.3%

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Revenue Per Visitor

+261.49%

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+$400K

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$624K

NOTABLE TEST WINS

PDP Above the Fold (A/B Test)

+61.49%

Revenue Per Visitor Increase

+$200K

generated while the test was running

+45.84%

Conversion Rate Increase

PDP Scarcity Enhancements  (A/B Test)

+21.71%

Revenue Per Visitor Increase

+$150K

generated while the test was running

+17.75%

Conversion Rate Increase

[THE PROBLEM]

accordion arrow
White modern wood bookcase with lower doors filled with books and decorative items.
cursor icon

Weak Hero

No Growth

ROAS

arrow down

AFA Stores, a multi-million-dollar furniture retailer, was generating significant traffic but leaving revenue on the table.

icon cross

Conversion growth had plateaued.

icon cross

Customers had thousands of products to choose from, making trust and purchase confidence critical.

icon cross

As a retailer selling non-exclusive products, differentiation came from the shopping experience rather than the products themselves.

icon cross

The team wanted to unlock more revenue from existing traffic without increasing acquisition costs.

[THE SOLUTION]

accordion arrow

We implemented an ongoing A/B testing program focused on the highest-impact opportunities across the customer journey.

Key testing areas included:

Product Detail Pages (PDPs)

Cart Experience

Checkout Flow

Search & Product Discovery

icon check

Experiments focused on increasing trust and  improving product discovery

icon check

Reducing friction

icon check

Help customers make purchase decisions with confidence

Winning tests were continuously rolled out while new experiments were launched to compound gains over time.

Product review shows 4.7/5 rating with positive customer feedback and very good ratings for service and quality.

Optimized Tests

cursor icon

More Revenue

+55.3%

arrow up

[THE OUTCOME]

accordion arrow

The testing program delivered measurable growth across the business in just 4 months:

arrow up

Conversion Rate

+55.3%

arrow up

Revenue Per Visitor

+261.49%

arrow up

+$400K

arrow up

$624K

NOTABLE TEST WINS

PDP Above the Fold (A/B Test)

+61.49%

Revenue Per Visitor Increase

+$200K

generated while the test was running

+45.84%

Conversion Rate Increase

PDP Scarcity Enhancements  (A/B Test)

+21.71%

Revenue Per Visitor Increase

+$150K

generated while the test was running

+17.75%

Conversion Rate Increase