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Marketing & Growth
06 / Revenue Extraction

You already paid for
the traffic.
Convert it.

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The Problem
Three conversion killers
that paid traffic cannot overcome

More traffic does not fix a conversion problem. It scales the cost of the problem.

01

Product page that does not answer the purchase question

A buyer who arrives on a Shopify product page has a specific question they need answered before they add to cart. If the page does not answer that question — in the right format, at the right position in the scroll — the add-to-cart does not happen. More traffic sends more buyers to the same unanswered question.

02

Checkout friction that erodes the conversion already earned

A buyer who has added to cart and reached checkout has already made the purchase decision. Checkout friction — unexpected shipping costs, required account creation, limited payment options, or a multi-step checkout that loads slowly on mobile — converts that decision back to a browser close. This is the most expensive friction in the funnel because it occurs after the advertising cost has been paid.

03

No systematic testing framework

CRO without a testing framework produces opinions, not improvements. A change made based on a designer's preference or a founder's intuition that is not tested against the previous version cannot be confirmed to have improved conversion. The improvement may exist, but without a test it is not measurable.

The Work
Four CRO components
across the conversion funnel.

Each component targets a different stage of the conversion funnel. Together they remove the friction that separates traffic from revenue.

01 — PDP

Product Detail Page Optimization

Hero image prominence, above-fold value proposition, review display position, and add-to-cart button placement. The PDP is audited for conversion architecture: does the page answer the buyer's primary purchase question before they need to scroll, and does it answer the secondary questions before they leave?

02 — Checkout

Checkout Friction Audit & Removal

Guest checkout availability, payment option coverage, shipping cost presentation, and mobile checkout performance. Every field in the checkout that is not required for order fulfillment is a candidate for removal. Checkout abandonment rate is the primary metric.

03 — Collection

Collection Page & Navigation Architecture

Category page layout, filter functionality, product card design, and navigation structure. Buyers who cannot find the right product on a collection page exit before reaching the PDP. Collection page optimization reduces the gap between site entry and PDP arrival.

04 — Testing

A/B Testing Framework

Hypothesis-driven A/B tests for the highest-impact conversion variables: hero image, pricing presentation, social proof position, CTA copy, and checkout field requirements. Tests run to statistical significance before a winner is declared.

How It Works
Audit the funnel.
Test the hypotheses. Apply the winners.

CRO starts from where buyers drop off, not from where designers want to make changes.

01

Conversion Funnel Audit

Shopify analytics reviewed for drop-off rates at each funnel stage: landing page to PDP, PDP to add-to-cart, cart to checkout initiation, checkout initiation to purchase. Drop-off rates identify where friction is highest. Clarity session recordings reviewed for specific friction behaviors.

02

Hypothesis Development

For each high-friction stage, we develop testable hypotheses: specific changes with predicted direction of impact. Hypotheses are prioritized by estimated impact and test complexity. The highest-impact, lowest-complexity hypotheses are tested first.

03

Test Execution & Application

A/B tests run using Shopify's built-in testing or a dedicated CRO tool. Tests run to statistical significance. Winners applied to the live store. Losing variants documented — the learning is as valuable as the win.

What You Get
A store that converts
at a measurably higher rate.

Every change is backed by a test. Every test is backed by a hypothesis. Every hypothesis is backed by funnel data.

Conversion Funnel Audit

Drop-off rate analysis at each funnel stage with friction identification.

PDP Optimization

Product page changes implemented and tested against the conversion baseline.

Checkout Friction Removal

Checkout flow audit with friction removed and tested.

Collection Page Optimization

Navigation and collection page improvements implemented.

A/B Test Results Log

Complete record of all tests run, results, and decisions.

ARIA Integration

Shopify conversion data integrated into ARIA's performance attribution model.

Next Step

Extract more revenue
from the traffic you already have

We work through referrals. If you have been referred, send us a message and we will identify the highest-impact friction point in your current conversion funnel.