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CV Fabrication

CV Fabrication

THE PROBLEM: mobile CVR gap + no experimentation engine

THE SOLUTION: full-stack CRO audit, A/B testing & UX redesign

8.66x

ROI

+$1,034,461.55

added yearly revenue

Meet CVF

Meet CVF

CV Fabrication — performance auto parts, built in-house

CV Fabrication — performance auto parts, built in-house

CVF is a US-based manufacturer of high-performance parts for Ford EcoBoost vehicles — intercoolers, downpipes, exhausts, and engine components. A fast-growing brand with a loyal enthusiast community, consistent organic traffic, and a high-ticket catalog. The product was strong. The opportunity was in turning more of that traffic into revenue.

The challenge

The challenge

Why CVF partnered with us

Why CVF partnered with us

CVF had built real demand. Users were coming with clear intent — to find parts for their specific vehicle. But the shopping experience had friction at every stage: product discovery was harder than it needed to be, PDPs weren't communicating value clearly, and the cart flow was interrupting rather than completing the journey. Revenue was being left on the table across the full funnel.

1

User experience

Friction across product discovery, PDPs, and cart caused drop-off before checkout even began.

2

Capabilities

No internal technical resources to run CRO. A full design, dev, QA, and strategy team was needed.

3

Experimentation

No A/B testing process or heatmap tool. No system to validate ideas or build on learnings.

4

Strategic growth

CVF wanted a strategic partner — not just a test runner — with potential to expand into paid media.

Our methodology

Our methodology

How optimization happens

How optimization happens

1

Audit & research

Full CRO audit combining GA4, heatmaps and session recordings, on-site visitor and customer surveys, page speed diagnostics, and competitor analysis.

Limited to three per week

1

Audit & research

Full CRO audit combining GA4, heatmaps and session recordings, on-site visitor and customer surveys, page speed diagnostics, and competitor analysis.

Limited to three per week

CRO + Growth

CRO + Growth

Acquisition + conversion, working as one

Acquisition + conversion, working as one

Full-funnel system

CRO, Email, Google Ads, and Meta Ads operate as one system, covering acquisition, conversion, and retention instead of isolated channels.

Our dedicated team

CRO, Email, Google Ads, and Meta specialists work alongside PM, Designer, Developer, and QA, ensuring fast rollout and reliable implementation.

Shared insights

A/B test learnings inform creatives, messaging, and audiences, while campaign performance continuously feeds new opportunities on site.

Compounding growth

As CVR and retention improve, more users convert and come back, increasing revenue without relying only on traffic growth.

Results

Results

Rename product titles

Hypothesis: Shortening titles and moving compatibility details to a dedicated section will reduce cognitive load and increase CVR.

Research: Session recordings showed users pausing on long, complex titles. Heatmaps confirmed difficulty scanning the catalog, especially on mobile.

CVR

37.5%

RPV

18.8%

Checkout started

18.8%

Original:
Variation:

Rename product titles

Hypothesis: Shortening titles and moving compatibility details to a dedicated section will reduce cognitive load and increase CVR.

Research: Session recordings showed users pausing on long, complex titles. Heatmaps confirmed difficulty scanning the catalog, especially on mobile.

CVR

37.5%

RPV

18.8%

Checkout started

18.8%

Original:
Variation:

High impact learnings

High impact learnings

What drove the strongest impact

What drove the strongest impact

1

Clarity converts better than cleverness

The single highest-impact change so far was simply shortening product titles. Removing compatibility strings from titles and placing them in a dedicated section delivered +22.3% CVR and +18.8% RPV — proving that reducing cognitive load at the browsing stage has outsized downstream impact.

1

Clarity converts better than cleverness

The single highest-impact change so far was simply shortening product titles. Removing compatibility strings from titles and placing them in a dedicated section delivered +22.3% CVR and +18.8% RPV — proving that reducing cognitive load at the browsing stage has outsized downstream impact.

Remove the guesswork with our database of 143+ brands

Scaling operations on various platforms reach a wider audience. This allows for consistent messaging, fluent branding and operational efficiency.

POWERED BY

ECOMLAB

12 MONTH

GROWTH PLAN

Copyright ©️ 2026 PurpleFire - All rights reserved.

Copyright ©️ 2026 PurpleFire - All rights reserved.