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Same traffic.
More orders.

Conversion rate optimization for ecommerce: research that finds the friction, tests that reach significance, and winners shipped as code on product pages, cart, and checkout. Yakima lifted conversion 33%.

Conversion Rate Optimization at RMG

Yakima conversion

+33%

Why the rate will not move

The traffic is fine.
The funnel isn’t.

Most CRO programs fail before the first real test. A tool gets installed, a button color gets tested, nothing reaches significance, and the program quietly stops. Six patterns we see on the way in.

  1. Tests that never reach significance

    A store doing a few hundred orders a month cannot detect a small lift in a fortnight. The test runs, the tool declares a winner on noise, and the next test undoes it.

  2. Testing what is easy instead of what is broken

    Button colors and headline swaps are cheap to set up and rarely matter. The friction is in the size chart, the shipping surprise, and the checkout that asks for a password.

  3. Winners that live in the testing tool forever

    A variant that won is served by a script that loads after the page, flickers, and slows every visit. Months later the store is running a dozen of them and nobody remembers why.

  4. Research replaced by opinion

    The loudest person in the room picks the test. Session recordings, exit surveys, and the terms shoppers type into your own search box already say where the money leaks.

  5. Mobile treated as a smaller desktop

    Most sessions are on a phone with one thumb and a slow connection. A product page that works at a desk fails at a bus stop, and that is where the rate is decided.

  6. Speed left out of the program

    Every second of load time is a conversion test you did not run and lost. Core Web Vitals on real shoppers’ devices are the first CRO lever, not a separate department.

Conversion rate optimization

Find it. Test it. Ship it.

Research finds the friction, experiments prove the fix, and the fix ships as code so the store keeps the gain without a script tag. Speed is in scope, because it is the biggest test on the site.

01 · Research

Where the money leaks

The data you already have says where shoppers give up. We read it together before anyone proposes a test.

  • Funnel and drop-off analysis

  • Session recordings and heatmaps

  • Exit and post-purchase surveys

  • On-site search analysis

  • Customer interviews and support tickets

  • Competitor teardowns

02 · Experiments

Tests that reach significance

Sample sizes and stop rules are set before a test starts, and the result is read by a person who knows what a false positive looks like.

  • Hypothesis backlog scored by impact

  • A/B and multivariate testing

  • Sample sizes and stop rules, set in advance

  • Server-side and edge tests, no flicker

  • Segment reads: new, returning, device

  • Incrementality holdouts

03 · Storefront

Product page, cart, checkout

The three templates where the rate is decided, worked in the order shoppers meet them.

  • PDP structure: images, fit, reviews

  • Shipping and returns clarity

  • Cart and drawer design

  • Checkout configuration and extensions

  • Trust, payments, and express wallets

  • Mobile-first everything

04 · Ship

Winners as code

A test that won is a change to the store, not a permanent script. We build it in, measure the speed, and move to the next one.

  • Winning variants built into the theme

  • Core Web Vitals on field data

  • Landing page design and development

  • Personalization that earns its complexity

  • Reporting on revenue per visitor

What goes wrong

Four ways CRO
stalls. Handled.

These are the patterns the free review turns up most often. Each one is fixable in a sprint, and each one is measured before and after.

  • A winner declared on noise

    What it costs you

    The tool called it after nine days. The next quarter’s numbers say the change did nothing, and the team has stopped trusting the program.

    What we do

    Sample sizes and stop rules set before the test starts, tests run through full weekly cycles, and results read by a person who knows what a false positive looks like.

  • A dozen variants served by a script

    What it costs you

    Every winner left in the testing tool is a flicker and a delay on every page view. The store pays for its own improvements in speed, forever.

    What we do

    Winners are rebuilt in the theme or the frontend within the sprint, the tool is cleared, and the test log records what shipped and why.

  • The size chart three taps away

    What it costs you

    Returns and abandonment both start on the product page. A shopper who cannot tell if it fits either leaves or orders two sizes and sends one back.

    What we do

    Fit guidance in the buy box, informed by the return reasons your own data already records, and tested against the return rate as well as the conversion rate.

  • Checkout asks for an account

    What it costs you

    A forced login is the most expensive field in ecommerce. Shoppers who came from an ad and have never bought from you do not want a password.

    What we do

    Guest checkout first, express wallets above the form, address autocomplete, and the account offered after the order. On Shopify Plus that is Checkout Extensibility work; on Adobe Commerce it is configuration and a few modules.

Free CRO review

Where it leaks.
In writing.

Five business days with your analytics, recordings, and storefront. You get the funnel with its drop-offs measured, the friction points ordered by revenue at stake, the first three tests written as hypotheses with sample sizes, and the speed report on real field data. Yours to keep.

  1. 1. Funnel and drop-off measurement

    Where shoppers leave, by template and by device, with the revenue each step is costing.

  2. 2. Friction ordered by revenue at stake

    Not a list of everything wrong. The things that would move the number, ranked.

  3. 3. The first tests, written up

    Hypothesis, variant, sample size, and how long each would take to reach significance on your traffic.

  4. 4. Speed on field data

    Core Web Vitals from real shoppers for the templates that matter, and what is behind the numbers.

  5. 5. A mobile walk-through

    Product page to order confirmation on a real phone, recorded, with the moments that lose people marked.

Takes
Five business days
Costs
Nothing, whether or not you hire us
Run by
A CRO strategist and an engineer
Get the free CRO review

Other options

A tool, a CRO shop, or us.

An honest read on the alternatives. The difference is who ships the winner and who fixes the speed.

Comparison criteria
RMG
Testing tool aloneCRO-only agencyIn-house
Research
Analytics, recordings, surveys, search terms, and support tickets, read together
None; you bring the hypothesesUsually strongWhoever has the dashboard open
Statistics
Sample sizes and stop rules set before the test, read by a person
Calls winners early by defaultVaries by shopDepends who is counting
Shipping winners
Built into the theme or frontend by the engineers who build stores
Lives in the tool, flickers foreverA ticket for your developerQueued behind the roadmap
Speed
Core Web Vitals on field data are part of the program
Makes it worseOut of scopeA different team
Commitment
Month to month
Annual licenseSix-month minimums are commonHeadcount

Results

Show you the money.

The big numbers

+30%

Avg. conversion rate lift within 12 months

+50%

Avg. order value lift

<1s

Page load speeds on the storefronts we build

+15%

Avg. revenue lift within 6 months

How it starts

Call, review,
plan, wins.

The review is free, and the test plan is written by the strategist who will run it, with an engineer who will ship what wins.

  • Step 01

    30-min
    discovery call

    The number that will not move, what has been tested, and what the data already shows. You see if we are useful or just selling.

  • Step 02

    Free CRO
    review

    Funnel, friction, first tests, speed, and a mobile walk-through. Five business days, and you keep the findings either way.

  • Step 03

    90-day
    test plan

    Which tests, in what order, on what traffic, and what “done” looks like at the end of the quarter.

  • Step 04

    First wins inside
    30 days

    The friction that needs no test gets fixed first. The first experiment is live before the first invoice.

WE GOT THE WHOLE PACKAGE

There’s a lot more

to this story.

Design, development, and digital marketing all live under one roof. The same team that builds your store also designs it and runs the paid, lifecycle, and CRO work behind it, so nothing gets lost in a handoff.

View services

THE QUESTIONS YOU HAVE -

Get them out
of the way.

Getting more orders from the visitors you already have. It starts with research into where shoppers give up (analytics, session recordings, surveys, your own search terms), turns that into a backlog of hypotheses ranked by revenue at stake, proves the fixes with experiments that reach statistical significance, and ships the winners as changes to the store. Product page, cart, and checkout are where most of the gain lives. Speed is part of it, because a slow page is a test you lose on every visit.

Free CRO review

Leaking?
Let’s look.

Tell us the store and the number that will not move. Within one business day a strategist replies, and within five business days you have the review: the funnel measured, the friction ordered by revenue at stake, and the first tests written up. Yours to keep.

Already have a backlog? Send it. We will tell you which tests can reach significance on your traffic and which cannot.

What are you on today?
What do you need?
Timeline
Annual online revenue

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