Data-Driven Shopify Growth

Stop Guessing. A/B Test Your Way to Higher Conversions.

We run scientific experiments on your Shopify store — testing headlines, layouts, CTAs, pricing, and more — so every change you make is backed by real customer data.

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1,200+ Tests Run
73% Win Rate
38% Avg. Conv. Lift
4.2x ROI Average

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Scientific Growth

Data-Driven Optimization That Pays

Every design decision backed by real user behavior — not gut feelings. We turn your traffic into a learning engine that compounds over time.

Statistical significance at 95%+ confidence before declaring winners
Continuous test cycles — one winner rolls into next hypothesis
Full heatmap & session recordings to fuel test ideas
Monthly optimization reports with revenue impact attribution
Split Test Dashboard Winner Found
2.1%
VARIANT A
Control
+81%
3.8%
VARIANT B
Winner
Head-to-Head Comparison
Metric
Var A
Var B
Visitors
7,410
7,410
Conversions
156
282
Conv. Rate
2.1%
3.8%
Revenue
₹8.4L
₹12.6L
Bounce Rate
42%
28%
Statistical Validity
p-value
0.019
Confidence
97.3%
Sample
14,820
MDE
+/-0.4%
Daily Conv Rate (14d)
Variant B deployed to 100% traffic
Live
Test Coverage

What We Test

Every touchpoint in your funnel is a testing opportunity. We prioritize by revenue impact — so you win fast and win big.

🔍

Product Pages

Headlines, images, pricing, trust signals, and add-to-cart button placement.

🛒

Checkout Flow

Form order, urgency elements, payment options, and upsell placement.

🏠

Homepage & Collections

Hero copy, navigation, product sorting, and promotional banners.

📸

Email & Popups

Timing, messaging, offers, and design for maximum capture rates.

Heatmap Click Analysis Q2 2025
Click Rate by Page Section
Section
Clicks
Rate
Heat
Hero CTA
2,847
19.2%
Product Images
2,214
14.9%
Reviews Section
1,586
10.7%
Navigation
978
6.6%
Footer Links
342
2.3%
Conversion Lift by Test
PDP Hero CTA+58%
Checkout Trust Badges+42%
Free Ship Banner+31%
Exit Intent Popup+24%
Collection Sort+11%
+38%
Avg Lift
8/11
Win Rate
+$48K
Revenue
Our Process

From Hypothesis to Results in 2 Weeks

We move fast without sacrificing rigor. Our battle-tested 6-step process turns curiosity into confirmed revenue gains.

01

Audit & Analysis

Deep dive into your analytics, heatmaps, and funnel drop-offs to find the highest-impact opportunities.

02

Hypothesis Formation

We craft a clear "if-then" hypothesis for each test, ranked by potential revenue impact.

03

Build & QA

Variants are built and tested across all devices before a single visitor sees them.

04

Launch & Monitor

Test goes live with real-time monitoring. We watch for anomalies 24/7.

05

Analyze & Decide

Statistical significance reached — we declare a winner with full data report.

06

Implement & Iterate

Winner goes live permanently. Next hypothesis launches immediately.

Statistical Significance 95%+ Required
Confidence Levels
98%
CTA
96%
Pricing
84%
Hero
62%
Nav
Confidence Intervals
Test
Lift
CI 95%
p-val
CTA Button
+81%
[68,94]
0.019
Pricing Layout
+42%
[31,53]
0.038
Hero Image
+24%
[8,40]
0.16
Nav Redesign
+8%
[-5,21]
0.38
Sample Size Progress
CTA Button Test14,820 / 15,000
Hero Image Test8,400 / 12,000
Nav Redesign3,200 / 10,000
$ jhango test --status --verbose
CTA: SIGNIFICANT p=0.019, CI=[68%,94%]
Pricing: SIGNIFICANT p=0.038, CI=[31%,53%]
Hero: PENDING 84% conf, need ~3,600 more
Nav: INCONCLUSIVE 62% conf, need ~6,800
Proven Results

Testing That Moves Revenue

Our tests aren't vanity metrics — they're measured in dollars. Here's what clients achieve within 90 days of working with us.

+38%
Avg. Conversion Rate Lift
+52%
Average Order Value Growth
73%
Test Win Rate (industry avg: 33%)
4.2x
Return on Testing Investment
Revenue Impact Calculator ROI Proven
Monthly Rev
₹42L
Test Lift
+₹16L
Cost
₹1.5L
ROI
10.7x
Month
Baseline
With A/B
Month 1
₹42L
₹48L
Month 3
₹42L
₹55L
Month 6
₹42L
₹64L
Month 12
₹42L
₹78L
Conversion Before vs After
1.8%
Before
+89%
3.4%
After
Cumulative Revenue Gain
₹6L
M1
₹18L
M3
₹42L
M6
₹1.9Cr
M12
Annual Revenue Added
+₹1.92Cr
Why Jhango

Why Top Brands A/B Test With Jhango

Most agencies guess. We test. Our team of CRO specialists has run over 1,200 experiments across Shopify stores — and we know what moves the needle.

Shopify-native testing — no third-party slowdowns
Dedicated CRO strategist assigned to your store
Full transparency — you see every result in real time
No lock-in contracts — cancel after 30 days
Guaranteed first test live within 7 business days
Industry benchmark comparisons included
1,200+ Tests Run
73% Win Rate
Shopify Partners
No Lock-in
Revenue Impact Calculator ROI Proven
Jhango vs Industry Average
Metric
Industry
Jhango
Test Win Rate
33%
73%
Avg Conv Lift
+12%
+38%
Tests/Month
1.5
4.2
Time to Result
4-6 wks
12 days
Avg ROI
2.1x
10.7x
Track Record
1,200
Tests Run
876
Winners
200+
Stores
4.9
Rating
Total Client Revenue Added
₹500Cr+

Every Element That Impacts Your Bottom Line

We don't just change button colors. We run scientifically rigorous experiments on the elements that actually move revenue.

Homepage & Hero Sections

Headlines, value propositions, hero images, social proof placement, and above-the-fold layout variations that capture attention.

Product Page Layout

Image galleries, description formats, reviews placement, variant selectors, add-to-cart button styles, and upsell positions.

Checkout & Cart Flow

Cart page vs. cart drawer, checkout steps, trust badges, shipping thresholds, discount code placement, and payment options.

Pricing & Offers

Price anchoring, bundle vs. single, free shipping thresholds, discount formats (% vs. flat), and subscription pricing.

Copy & Messaging

Headlines, CTAs, product descriptions, email capture copy, urgency text, and trust-building language throughout the funnel.

Mobile Experience

Mobile navigation, thumb-zone CTAs, mobile gallery formats, sticky add-to-cart bars, and mobile-specific checkout flows.

How We Run Tests That Actually Win

Random changes aren't testing. We follow a rigorous, data-driven methodology that ensures every test has a hypothesis, statistical significance, and actionable results.

01

Research & Hypothesize

We analyze heatmaps, session recordings, analytics, and user surveys to identify the biggest conversion bottlenecks and form testable hypotheses.

02

Design & Build Variants

Our design and dev team creates test variants. Each variant is purpose-built to validate or invalidate a specific hypothesis.

03

Run, Measure, Implement

We run tests until statistical significance is reached (95%+ confidence). Winners get permanently implemented. Losers teach us what not to do next.

Enterprise-Grade Tools, Shopify-Optimized

We use a battle-tested stack of tools specifically configured for Shopify stores. No generic setups — everything is tuned for e-commerce testing.

Google Optimize / VWO / Convert

A/B testing platforms for split tests, multivariate tests, and personalization — chosen based on your traffic and needs.

Hotjar / Microsoft Clarity

Heatmaps, scroll maps, and session recordings to understand exactly how users interact with your store before and after tests.

GA4 & Shopify Analytics

Deep analytics integration to track test impact on revenue, AOV, conversion rate, and customer lifetime value — not just clicks.

app.jhango.com/ab-testing/tools
Testing Toolkit
3 Active Tools
Google Optimize
Connected
12
Active Tests
8
Completed
94%
Win Rate
Hotjar Heatmaps
Connected
3.2K
Sessions
47
Recordings
6
Heatmaps
GA4 + Shopify Analytics
Connected
+28%
Revenue Lift
4.1%
Conv. Rate
₹2,840
Avg. AOV

Real Tests. Real Wins. Real Revenue.

A selection of recent test results from our Shopify A/B testing engagements.

Fashion D2C Brand

Product page image gallery test

Tested vertical thumbnails vs. horizontal scroll gallery. Vertical won with statistical significance after 14,000 visitors.

+42%
Add to Cart
+18%
Revenue/Visitor
Skincare Brand

Checkout trust badge placement test

Moved trust badges above payment form vs. below. Above-form placement converted significantly better across 8,000 sessions.

+31%
Checkout Rate
-24%
Cart Abandonment
Electronics Store

Free shipping threshold test

Tested $499 vs. $799 vs. $999 free shipping threshold with progress bar. $799 maximized both AOV and conversion rate.

+27%
AOV Increase
+12%
Conversion Rate

Frequently Asked Questions

We recommend at least 10,000 monthly visitors for meaningful results. Below that, we use other CRO methods like heatmap analysis, session recordings, and user testing until your traffic grows enough for statistically significant split tests.

Most tests run for 2-4 weeks to reach statistical significance. We never call a test early -- we wait until we have 95%+ confidence before declaring a winner. Rushing a test leads to false positives and bad decisions.

No. We use server-side testing or lightweight snippets that add less than 50ms to load time. Our implementation is specifically optimized for Shopify's architecture. We never use bloated third-party scripts that compromise your store's speed.

That is valuable data too. We immediately revert losers to protect your revenue and use the learnings to inform the next test. Understanding what does not work is just as important. On average, 73% of our tests produce a winning variant.

Typically 3-5 tests per month, depending on your traffic volume and test complexity. We prioritize high-impact tests first -- the ones most likely to move revenue significantly. Each test builds on learnings from previous tests for compounding gains.

We test everything that impacts conversion: headlines, product page layouts, CTA button text and placement, pricing presentation, trust badges, image styles, cart drawer design, checkout flow, navigation structure, and more. We start with the highest-impact elements based on your analytics data.

We use a combination of tools depending on your needs: Google Optimize, VWO, Convert, or custom Shopify-native solutions. For simpler tests, we build lightweight custom scripts that avoid third-party app overhead. All tools are chosen to minimize impact on page speed.

Each test has a primary metric (usually conversion rate or revenue per visitor) and secondary metrics (add-to-cart rate, bounce rate, average order value). We require 95% statistical significance and consider business context before declaring a winner. You get a detailed report for every test.

Our CRO and A/B testing retainers start from Rs.75K per month, which includes test strategy, design, development, analysis, and reporting. One-off test packages are also available. The ROI typically pays for the service within the first winning test.

Most clients see a 15-40% improvement in conversion rate within the first 3 months of systematic testing. A 1% conversion rate improvement on a store doing Rs.50L monthly revenue translates to Rs.50K additional monthly revenue -- far exceeding the cost of the testing program.

Jhango vs Other Options

Why brands pick us for A/B Testing over freelancers and big agencies.

Pricing
Billing model
Start of work
Turnaround time
Code quality
Performance
Theme editor support
Post-launch support
Code ownership

Freelancers

Unpredictable
Hourly billing
1-2 week wait
Inconsistent
Mixed
Variable
Partial
Extra cost
Varies

Agencies

3-5x higher
Retainer model
2-4 week queue
8-16 weeks
Template-based
Average
Basic only
Paid retainer
Lock-in risk

Pricing for A/B Testing

Flat-rate pricing with no surprises. Every plan includes a dedicated PM, unlimited Slack support, and 100% code ownership.

Test Setup
A/B framework setup
₹49K/project
One-time payment
  • Tool setup
  • 1 starter test
  • Reporting dashboard
  • 30-day support
Get Started
Premium Testing
5+ experiments/month
₹2.0L/month
Per month
  • 5-8 experiments
  • Heatmap + recordings
  • Bi-weekly strategy
Get Started
Feature
Test Setup
₹49K/project
Pro Testing
₹99K/month
Premium Testing
₹2.0L/month
Plus Testing
₹3.0L/month
CRO Suite
₹4.0L/month
Annual Testing
₹10.0L/year
Tool setup
1 starter test
Reporting dashboard
30-day support
3 experiments
Test design + dev
Weekly reports
Quarterly strategy
5-8 experiments
Heatmap + recordings
Bi-weekly strategy
Plus-specific tests
Multi-region experiments
Testing + UX research + audits
Dedicated CRO lead
Discounted rate
Quarterly planning

Frequently Asked Questions

Everything you might wonder about A/B Testing. Don't see your question? Ask our AI Concierge or book a call.

Most A/B testing projects take 1-4 weeks depending on scope. Smaller scopes ship in 7-10 days; larger custom builds run 3-4 weeks. We share a precise timeline before you sign off.

Project scope, design, hand-coded development, 2 rounds of revisions, mobile-responsive build, browser testing, and 30 days of post-launch support. No hidden fees.

Yes — 100%. Source code, design files, and assets are transferred to you on project completion. No vendor lock-in, no licensing strings.

Two rounds of revisions are standard. Additional rounds can be added at a flat hourly rate. Most clients are happy after the first round.

We offer 30 days of free post-launch support for bug fixes and minor adjustments. After that, we offer hourly retainer or per-task pricing.

Typically 50% upfront to start, 50% on delivery. For larger projects, we offer milestone-based payments. We accept Razorpay, Stripe, bank transfer, and UPI for Indian clients.

Absolutely. We sign NDAs and have signed dozens for brands of all sizes — from solo founders to listed enterprises. Send us yours or use ours.

Yes. We'll share 3-5 relevant case studies and live store links during the discovery call so you can see exactly what we've shipped for similar brands.

First response within 4 business hours, resolution within 24-48 hours for most issues. Urgent production bugs get same-day attention.

Yes. We're experienced with 200+ Shopify apps and integrate cleanly with Klaviyo, ReCharge, Yotpo, Judge.me, Gorgias, ShipStation, and most major stacks.

If something isn't right, we fix it. We've built our 15-year reputation on going back to the drawing board until clients are genuinely happy.

Yes. We deploy to a duplicate theme first for review, then push to live with you watching, and stand by for 24 hours.

Daily Slack/WhatsApp updates, weekly video calls if needed, and a shared Notion or Google Doc for spec, mockups, and decisions.

Your Shopify store URL, brand guidelines (if any), example references you like, and a brief on goals. We send a structured questionnaire after kickoff.

Yes. We offer monthly retainers for ongoing optimization, design changes, app integrations, and bug fixes.

Convert.com, Google Optimize (sunset successor: GA4 + Optimize-replacement), Shopify's built-in A/B (Plus), and custom split-testing for stores wanting full control.

Pro tier: 3-5 per month. Premium: 5-8 per month. We focus on quality experiments — meaningful changes, not button colour tweaks.

Until statistical significance — typically 2-4 weeks depending on traffic. We don't call winners early.

PDP layout, hero copy, pricing display, cart drawer features, checkout fields, navigation structure, and offer placement.

No — and any agency that does is selling snake oil. We commit to running clean tests, reporting honestly, and only shipping winners.