All case studies
CROShopify · Footwear5 weeks

Footwear: size confidence +28% CR

How UK footwear brand moved from "30% returns due to size, hesitation visible in heatmaps" to a measurable +28% cr lift, delivered across 5 weeks by BeingEcom's cro team.

+28%
CR
+28%
CR
-18%
Returns
+34%
Margin

Executive summary

UK footwear brand is a footwear brand operating on Shopify in the UK. They engaged BeingEcom to solve a specific problem - 30% returns due to size, hesitation visible in heatmaps - and to build an operating model that would keep compounding after the engagement ended. Across 5 weeks, we shipped a full cro programme (3 core workstreams), instrumented measurement against a trailing 60-day baseline, and delivered +28% on cr alongside supporting lifts in cr, returns, margin.

Client
UK footwear brand
Industry
Shopify · Footwear
Engagement
5 weeks
Before - the situation

Where UK footwear brand was stuck

30% returns due to size, hesitation visible in heatmaps. On a Shopify store operating in footwear, that pattern shows up as a plateau: paid spend rising, blended margin falling, and the operator making decisions on gut feel because no scorecard existed for cro.

Site-wide CR
1.0%
Cart abandonment
69%
Mobile CR delta
-21% vs desktop
Test cadence
No structured programme

The four blockers we found

  • 30% returns due to size, hesitation visible in heatmaps.
  • Footwear competitors were compounding advantage on the exact PDP patterns UK footwear brand was ignoring.
  • No repeatable cro scorecard - decisions were made on gut feel rather than a weekly conversion-per-visitor readout.
  • Internal bandwidth was spent on execution inside Shopify, leaving no room for strategy, measurement or the 5 weeks sprint the numbers actually needed.
Methodology

The 5-phase cro system we ran for UK footwear brand

Every BeingEcom cro engagement follows the same five phases so accountability, measurement and handover stay clean. Below is how each phase mapped to UK footwear brand's 5 weeks sprint.

1. Discover

Two-week diagnostic of UK footwear brand's Shopify storefront, footwear category dynamics, and the exact pain: 30% returns due to size, hesitation visible in heatmaps. We shadowed the operator, pulled 60 days of baseline data and mapped every gap between the current state and the +28% outcome.

2. Diagnose

Root-cause analysis across session replays, funnel drop-offs, offer strength and mobile hierarchy. Findings were prioritised by revenue impact so the sprint budget landed on the friction removal and offer design that would move cr fastest.

3. Design

We shipped the plan as an execution brief: AI fit finder quiz; True-to-size badge from reviews; Free returns prominent. Every line item was tied to a hypothesis, a target metric and an owner. The brief was reviewed with UK footwear brand before a single change went live.

4. Deploy

Build phase covered high-leverage split tests shipped in sprint blocks, wins rolled to 100% traffic. Ship cadence was weekly, with a Loom walkthrough every Friday so UK footwear brand always knew what changed and why. Rollbacks were pre-scripted for any change that touched revenue-critical surfaces.

5. Measure

A single cro scorecard reconciled Shopify revenue, test lift and holdout deltas, and email revenue side-by-side. The +28% cr figure is measured against the trailing 60 days pre-engagement, reported in the same units UK footwear brand uses for board meetings.

Timeline

Week-by-week plan across 5 weeks

Week 1
Kickoff, baseline data pull, UK footwear brand operator interviews and access to Shopify.
Week 2
Diagnostic complete. Prioritised execution brief signed off.
Week 3-3
Ship ai fit finder quiz and true-to-size badge from reviews in parallel.
Week 4-5
Measurement, free returns prominent and handover of the cro scorecard.
Stack we ran on

Tools, platforms and ownership

The stack was designed so UK footwear brand's internal team could keep operating it post-handover. No proprietary black boxes.

Storefront

Shopify (optimised in place)

Analytics

GA4 with Meta CAPI and server-side events

Email & SMS

Klaviyo flows and segmented broadcasts

Qualitative

Hotjar session replays, on-site polls and heatmaps

Split testing

VWO / Convert with holdout validation, PostHog for event analytics

Funnel intelligence

Fullstory for step-level drop-off analysis

How we measured

Measurement framework

Every uplift is measured against the trailing 60 days before kickoff - not the same month last year. Revenue reconciled in Shopify; spend reconciled in Meta and Google Ads; the two joined in a single weekly scorecard we shared with UK footwear brand's founder on Fridays.

+28%
Headline metric
CR
+28%
CR
vs 60-day baseline
-18%
Returns
vs 60-day baseline
+34%
Margin
vs 60-day baseline

Methodology: figures reported from client-owned Shopify, GA4 and Klaviyo dashboards across the full 5 weeks engagement. Baseline is the 60-day period immediately prior to kickoff. Individual results vary by category, margin and starting position - anonymised source data available on request under NDA.

Outcomes explained

What each number actually means

+28%
CR

Site-wide conversion rate landed at +28%. Same traffic, more orders - the cheapest revenue UK footwear brand unlocked in the 5 weeks window.

-18%
Returns

-18% on Returns - a category-specific lift that fed the headline +28% cr outcome.

+34%
Margin

+34% on Margin - a category-specific lift that fed the headline +28% cr outcome.

Headline lift: +28% on CR

Result after 5 weeks, measured against the trailing 60-day baseline pre-engagement.

Final outcome

A repeatable cro operating model

UK footwear brand now runs the same cro scorecard weekly, ships the same execution cadence, and forecasts revenue from a system that behaves the same way whether the founder is in the office or not. The +28% cr number is the headline; the durable advantage is the operating model behind it.

"Footwear buyers hesitate on size. A quiz + return policy pays back fast."

Frequently asked

Questions about the UK footwear brand engagement

How did the CRO programme deliver +28% cr for UK footwear brand?

We ran a diagnostic on the footwear funnel, isolated the highest-leverage friction, then shipped ai fit finder quiz alongside true-to-size badge from reviews. Wins were validated with holdout groups before rolling to 100% of traffic.

What was the timeline from kickoff to the +28% cr outcome?

The engagement ran 5 weeks. Discovery and diagnosis took the first 1-2 weeks, build and deploy dominated the middle, and the last third was measurement, iteration and handover. UK footwear brand saw early signal inside the first 30-45 days, with compounding gains through the full window.

How was the cr number of +28% measured?

We used Shopify native reporting for revenue, GA4 for session and cohort behaviour, and Meta / Google Ads managers for spend attribution - reconciled monthly in a single scorecard. All uplift is measured against the trailing 60-day baseline before we started, not the same period last year, to strip out seasonality.

What was actually broken at UK footwear brand before we started?

30% returns due to size, hesitation visible in heatmaps. The knock-on effects were unpredictable weekly numbers and marketing spend that couldn't be tied to profit - the classic pattern for footwear brands stuck between £30k and £150k/month.

Which tools and platforms did BeingEcom use on this project?

Core stack: Shopify for the storefront, GA4 with Meta CAPI for tracking, Klaviyo for email flows, and category-specific tooling for CRO - Hotjar for session replays, VWO or Convert for split-testing, Fullstory for funnel diagnostics and PostHog for event-level analytics. Everything was configured so the UK footwear brand team could keep operating it post-engagement.

Can a similar footwear brand expect the same +28% lift?

Uplift depends on starting baseline, margin and category maturity. UK footwear brand started from a specific pain point (30% returns due to size, hesitation visible in heatmaps), so the delta looks large. A brand already running a clean cro programme would expect smaller absolute gains but the same directional wins. We share honest range estimates during the audit.

Were the wins durable after the engagement ended?

Yes. Every playbook was documented, every dashboard was owned by UK footwear brand's internal team, and standard operating procedures were left in place for creative production, cro reporting and iteration. The compounding side of CRO - tested winners in the theme - continued after handover.

What is the biggest lesson from the UK footwear brand project?

"Footwear buyers hesitate on size. A quiz + return policy pays back fast." That principle now shapes how we scope every new footwear engagement.

How do I get a similar plan for my footwear store?

Book a free ecommerce growth audit at /audit. We benchmark your funnel against the UK footwear brand case and 30+ other UK Shopify and WooCommerce engagements, then send back a written 30/60/90 plan - no pitch deck, no lock-in.

Related wins

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