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CRO & Experimentationservices for ecommerce.

PDP, cart and checkout experimentation with statistical rigour.

PDP, cart and checkout experimentation with statistical rigour. Our cro & experimentation services are built for ecommerce brands with real traffic but flat conversion or repeat rate — first winning test in 30 days, program velocity by day 60, senior operators only, reporting tied to conversion rate, AOV and 90-day repeat purchase rate.

01
+8–20% conversion rate
02
Compounding revenue lift
03
Repeatable testing culture
Aurel Skin — AOV +62%
Aurel Skin
AOV +62%
Kestrel Coffee — Subscription lift 38%
Kestrel Coffee
Subscription lift 38%
OVRLND — Repeat rate 24 → 41%
OVRLND
Repeat rate 24 → 41%
NORTH/ — PDP conv +19%
NORTH/
PDP conv +19%
Halo — Email 31% of revenue
Halo
Email 31% of revenue
Meridian — Winback 4.2x
Meridian
Winback 4.2x
What's included in cro & experimentation
Site diagnostic90-day experiment roadmapWeekly A/B buildsAnalytics & MDE modelWinning experience rollout
Trusted by operators at 400+ growing ecommerce brands
Shopify PlusAmazon AdsKlaviyoMetaGoogle PremierTikTok
CRO & Experimentation case study
Why cro & experimentation

Your conversion & retention isn't a cost line, it's a growth engine.

Ecommerce teams bring us in on cro & experimentation when the pattern is familiar: traffic that doesn't convert and buyers who don't come back. We start with site diagnostic, move into 90-day experiment roadmap, then run weekly a/b builds against a scoreboard the whole team can see. The target is +8–20% conversion rate — and compounding revenue lift that keeps compounding after we hand the cro & experimentation playbook back to your team.

Looking for cro & experimentation services that actually move ecommerce revenue? We're an independent ecommerce consultancy running cro & experimentation for DTC brands, marketplace sellers, and B2B operators worldwide. Every cro & experimentation engagement is led by a senior operator — not a junior account manager — and shipped against a conversion rate, AOV and 90-day repeat purchase rate-based scorecard. Below: what's included, how it works, pricing, and the questions brands ask before hiring us.

Metrics that matter

A cro & experimentation partner you can trust.

3.4x

average ROAS lift within the first 90 days of a cro & experimentation engagement.

50%

faster time-to-launch versus hiring, onboarding and training in-house.

98%

of engagements delivered on or ahead of the roadmap we commit to.

Our approach

Ship faster, scale smarter, convert more.

Our senior operators bring strategy, execution and reporting together — no hand-offs, no junior AMs, no throw-it-over-the-wall.

One team. One roadmap. Weekly build cycles you can actually plan around, with a transparent build log your CFO can read.

CRO & Experimentation in action
What we offer

CRO & Experimentation, ready to scale.

Whether you're optimizing an existing account or launching something new, we give you everything you need to move forward with confidence and drive measurable business results.

01

Site diagnostic

First winning test in 30 days, program velocity by day 60 — no six-month discovery phase, no "trust the process" runway.

02

90-day experiment roadmap

The person on the intro call is the person in the account on day 30. Zero offshoring, zero bait-and-switch.

03

Weekly A/B builds

Every cro & experimentation deliverable is measured against conversion rate, AOV and 90-day repeat purchase rate — the metrics your CFO already tracks.

04

Analytics & MDE model

Compounding revenue lift — documented, handed over, and running long after we're out.

05

Winning experience rollout

First winning test in 30 days, program velocity by day 60 — no six-month discovery phase, no "trust the process" runway.

Adapt to your strategy

Ecommerce systems that scale across markets, channels and segments.

Faster time-to-value on cro & experimentation

First winning test in 30 days, program velocity by day 60 — no six-month discovery phase, no "trust the process" runway.

Senior cro & experimentation operator, end to end

The person on the intro call is the person in the account on day 30. Zero offshoring, zero bait-and-switch.

Reporting tied to your P&L

Every cro & experimentation deliverable is measured against conversion rate, AOV and 90-day repeat purchase rate — the metrics your CFO already tracks.

Playbook you keep

Compounding revenue lift — documented, handed over, and running long after we're out.

Our process

CRO & Experimentation workflow, minus the friction.

No creative guesswork or unnecessary complexity. Just a proven system for scalable, brand-aligned cro & experimentation.

  1. 1

    Diagnose

    Working session, data pull and an honest audit. We map the gap between where the account is and where it should be.

  2. 2

    Plan

    A prioritised 90-day roadmap with owners, forecasts and the specific bets we'll run first.

  3. 3

    Ship

    Weekly build cycles. Senior operators in the account — not a junior AM behind a dashboard.

  4. 4

    Compound

    Monthly business review, quarterly strategy reset. We keep pushing the growth curve up-and-to-the-right.

Aurel Skin — CRO & Experimentation case study
Case study
Aurel Skin

How Aurel Skin turned cro & experimentation into a growth engine.

A senior operator team took ownership of cro & experimentation end-to-end — diagnosis, plan, weekly build, monthly business review — and moved the number inside a single quarter.

3.4x
ROAS lift
+38%
Revenue Q/Q
74d
To first win
"They plugged in like a senior in-house team from week one. CRO & Experimentation stopped being a monthly stress and started being the reason our quarter worked."
K
Head of Growth, Kestrel Coffee
Ecommerce · $20–100M revenue
5.0 average across 40+ operator engagements
Compare your options

Why teams pick us for cro & experimentation.

CapabilityEcommerce ConsultantTraditional agencyFreelancerIn-house hire
Senior operator on the account
Weekly ship cadence
Tied to your P&L
Live in under 30 days
Cross-channel pattern recognition
No junior AM handoffs
Engagement models

Three ways to run cro & experimentation with us.

Pick the shape that matches your quarter. Every engagement starts with the same 30-minute strategy call — no pitch deck, no junior AM.

4–6 weeks
Sprint
Fixed scope

One question, one deliverable — audit, teardown or launch plan.

  • Working session kickoff
  • Written deliverable
  • Handoff call
Start with Sprint
Most popular
Quarterly retainer
Partner
Most popular

Operator team embedded in the account. Weekly build, monthly review.

  • Dedicated senior lead
  • Weekly ship cadence
  • MBR + roadmap
Start with Partner
6 or 12 months
Advisory
Fractional

You have the team — we bring the pattern recognition and executive lens.

  • Fractional strategy lead
  • Bi-weekly working sessions
  • Board-ready reporting
Start with Advisory
First working session inside 5 business days Month-to-month after quarter one Senior operators only — never a junior AM
Recognised operators across the ecommerce stack
Shopify Plus Partner
Klaviyo Master
Meta Business Partner
Google Premier
TikTok Marketing Partner
Amazon Ads Verified

Now imagine this operator team behind your next quarter.

CRO & Experimentation is one of many services we run for growing ecommerce brands. What you do with it is up to you — let's chat.

CRO & Experimentation — operator team

Frequently asked questions.

What is CRO & Experimentation in ecommerce, and what does the service include?+

CRO & Experimentation is a services engagement inside our Conversion & Retention practice, focused on pdp, cart and checkout experimentation with statistical rigour. Every cro & experimentation engagement ships 5 concrete deliverables: Site diagnostic; 90-day experiment roadmap; Weekly A/B builds; Analytics & MDE model; Winning experience rollout. Everything lives in a shared workspace with a weekly build log, so you see progress in real time rather than waiting for a monthly slide deck.

Which ecommerce brands are cro & experimentation services the right fit for?+

Our cro & experimentation service is designed for ecommerce brands with real traffic but flat conversion or repeat rate. If the problem sounds like "traffic that doesn't convert and buyers who don't come back", this engagement is built for it. If you're pre-product-market-fit or under ~$1M in trailing revenue, we'll usually point you to a lighter Sprint or a Diagnostic instead of a full cro & experimentation retainer.

How much does cro & experimentation cost, and what are the pricing tiers?+

Three engagement shapes for cro & experimentation: Sprint (fixed scope, 4–6 weeks — best for a one-question cro & experimentation audit), Partner (quarterly retainer with weekly ship cadence — the most common shape for cro & experimentation), and Advisory (fractional, 6 or 12 months). Nothing performance-based — we've seen that misalign incentives every time. Exact pricing depends on scope; you get a written proposal after the intro call.

How long until we see results from cro & experimentation?+

First winning test in 30 days, program velocity by day 60. Our target is +8–20% conversion rate inside the first quarter of the cro & experimentation engagement, and compounding revenue lift that stays with your team afterwards.

What are the main benefits of hiring a cro & experimentation agency vs. building in-house?+

Speed and pattern recognition. A dedicated cro & experimentation agency has run the same play across dozens of ecommerce brands, so you skip the 6–12 months of trial-and-error an in-house hire would need. You also avoid fixed headcount cost: the engagement flexes up during launches and down between them.

Who actually runs the cro & experimentation work, and how is it reported?+

A senior operator owns the cro & experimentation account end-to-end. No junior AM behind a dashboard, no offshoring. Reporting is tied to conversion rate, AOV and 90-day repeat purchase rate. Every week we publish a build log with what shipped, what the data said, and the next bet. Every month we run a business review against forecast — no vanity metrics, no cherry-picked screenshots.

Still have questions? Ask a senior operator.

Next step

Let's map cro & experimentation to your P&L.

30 minutes with a senior operator. No pitch deck, no junior AM. Just an honest read on whether this is the highest-leverage move for your next quarter.