Want better sales from your ecommerce homepage? Here are 10 proven A/B tests that boost conversions:
Test Area | What to Test | Typical Impact |
---|---|---|
1. Banner | Static vs. Slideshow | +29% clicks with static |
2. Menu | Simple vs. Full-width | +53% revenue with mega menu |
3. Product Display | Grid vs. List | Grid: visual products, List: tech items |
4. Reviews | Location & Format | +4.9% conversion rate above fold |
5. Sale Banners | Fixed vs. Dynamic | Fixed: clear message, Dynamic: more clicks |
6. Custom Content | New vs. Return Visitors | +43% revenue with personalization |
7. Categories | Images vs. Text | +27% CTR with product photos |
8. Search Box | Basic vs. Smart | +24% sales with autocomplete |
9. Page Speed | Image Loading Methods | Each extra second = -4.42% conversions |
10. Footer | Link Organization | +23.77% sales with organized categories |
Before You Start Testing:
- Need 30,000+ visitors per test
- Run tests for 2-4 weeks minimum
- Test one element at a time
- Track conversion rate, clicks, and revenue
Tools You Can Use:
- Google Optimize (free, small stores)
- VWO ($275/month, mid-size)
- Optimizely ($154/month, large)
- Captchify (free up to 10k queries)
The data shows A/B tests boost responses by 13.2% on average. But you need enough traffic to get reliable results.
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How to Set Up Tests
Here's what you need for effective homepage A/B tests:
Test Component | Requirements | Why It Matters |
---|---|---|
Sample Size | Min. 1,000 conversions | Clear data patterns |
Duration | 2-4 weeks minimum | Full traffic cycle |
Confidence Level | 95% or higher | Statistical proof |
Variables | One element per test | Clear cause/effect |
1. Pick Your Testing Tool
You've got options. Captchify works with Shopify and WooCommerce. VWO and Optimizely are solid choices too.
2. Build Your Hypothesis
Skip the guesswork. Look at:
- Your conversion numbers
- Where people click
- What users say
- Traffic patterns
3. Set Up Test Versions
Original Page | Test Page |
---|---|
Your current homepage | One specific change |
Standard tracking | Same tracking setup |
50% of traffic | 50% of traffic |
4. Pick Your Numbers
Metric | What It Shows |
---|---|
Main Goal | Sales conversion % |
Clicks | Page engagement |
Time Spent | Content quality |
Sales | Order size |
5. Run Your Test
Don't peek at results too soon. Here's proof why:
TruckersReport ran six tests over six months. Their conversion rate jumped from 12% to 79.3%.
Kiva.org added FAQs and proof from other users to their homepage. Result? 11.5% more conversions.
The numbers don't lie: A/B tests boost responses by 13.2% on average. But you need enough data to make it count.
Here's how long to test based on your traffic:
Daily Visitors | Test Length |
---|---|
Under 1,000 | 4 weeks |
1,000-5,000 | 3 weeks |
5,000+ | 2 weeks |
Test one thing at a time. Then move to the next. That's how you build a homepage that sells.
1. Main Banner: Single Image or Slideshow
The data tells an interesting story. Notre Dame University found that static carousels got 1% clicks, while auto-rotating ones reached 8%. But that's just the start.
Here's what A/B testing shows:
Banner Type | Results | Key Findings |
---|---|---|
Static Banner | +29% clicks | Food industry client saw higher conversions |
Static Banner | +24% clicks | Pest control service saw better engagement |
Rotating Banner | -86% recall | Users couldn't remember banner content |
Static banners win. Here's the breakdown:
Static Banner | Rotating Banner |
---|---|
Faster page load | Heavier JavaScript/CSS |
Clear message | Decision fatigue |
Better mobile experience | Accessibility issues |
Higher SEO ranking | Slower load times |
Want to test your banner? Here are the specs:
Element | Requirement |
---|---|
Width | 1280-2500px |
Height | 720-900px |
Ratio | 16:9 |
Max Size | 10MB |
Look at Daily Harvest - they nail it with ONE strong image that sells. Ralph Lauren's got it figured out too. Their full-screen banner lets users pause or skip ahead, fixing the usual carousel headaches.
Here's your testing checklist:
- Pick one clear message
- Use high-res photos
- Test load times
- Check mobile display
- Track click rates
Need more proof? A food production company ditched their rotating banner for a static one. Their clicks jumped 29%.
Take a page from Chevrolet's book: If you MUST use multiple images, make navigation crystal clear with visible arrows and distinct product shots.
The takeaway? Test a static banner first. One strong image usually beats a carousel of many.
2. Menu Design: Simple vs. Full-Width
Let's look at what the data says about menu layouts:
Menu Type | Results | Company |
---|---|---|
Full-Width Mega Menu | +53% revenue | Oflara (Shopify) |
Simple Top Menu | +21.34% conversions | Bizztravel Wintersport |
Mobile Hamburger | +15% conversions | Portland Trail Blazers |
Here's what works based on your store size:
Store Size | Best Menu Type | Why It Works |
---|---|---|
Small (5-12 items) | Simple horizontal | Quick scanning |
Medium (13-30 items) | Dropdown | Better organization |
Large (31+ items) | Full-width mega | Shows more options |
"Your navigation is more than just a collection of internal links to get from one page to another on your ecommerce store." - Jon MacDonald, Founder and President of The Good
IKEA tested menu placement and found:
Element | Desktop | Mobile |
---|---|---|
Shopping Links | Top menu | Primary position |
Support Pages | Secondary menu | Hidden in hamburger |
Results | +37% engagement | -21% bounce rate |
Here's what other tests revealed:
1. Menu Background
The Portland Trail Blazers ditched their transparent menu background and saw 62.9% more revenue.
2. Menu Labels
Formstack switched "Why Use Us" to "How It Works". The result? 50% more page views and 8% higher conversions.
3. Mobile Design
People spend 6.44 seconds on navigation. Hidden menus make tasks 21% harder.
Here's a testing template you can use:
Test Element | Control | Variation |
---|---|---|
Menu Items | Max 7 options | Max 7 options |
Categories | Product-focused | Product + content mix |
Mobile View | Hamburger menu | Bottom navigation |
Load Time | Under 2 seconds | Under 2 seconds |
Let's compare two different approaches:
ASOS | Peach & Lily |
---|---|
Icon-based dropdown | Horizontal + vertical combo |
Category images | Text-only links |
Multi-level navigation | Single-level structure |
The bottom line? Bad navigation drives away 37% of users. Start with a basic menu test, then build on what works for your site.
3. Product Display: Grid or List
Here's how grid and list displays impact how people shop:
Display Type | Best For | Click Behavior |
---|---|---|
Grid View (2-4 per row) | Visual products | Steady clicks through 5th item |
List View (1 per row) | Technical products | Drops after 4th item |
Some big brands ran tests and found this:
Store | Test Results | Impact |
---|---|---|
Master & Dynamic | Added tech specs to list view | Higher engagement on headphones |
Figs | Grid + animated GIFs | Better mobile conversions |
Luxy Hair | Two-category grid | Improved selection validation |
Desktop vs mobile shows different patterns:
Format | Desktop | Mobile |
---|---|---|
Grid View | Better scanning | Limited visibility |
List View | More scrolling needed | Better readability |
Load Time | Under 2 seconds | Under 3 seconds |
Let's look at how real stores do it:
1. Curioos
Their art store uses a grid with filters. Shoppers can browse art categories right from the top menu.
2. Magasin Des Objets Usuels
They keep it simple:
- Text-only menu
- Clean grid layout
- Basic product info
3. H&M vs M&S
H&M | M&S |
---|---|
Category-based grid | Three-category split |
Direct navigation | Sale promotions first |
Single image per item | Multiple views per item |
Testing showed these results:
Element | Control | Variation | Winner |
---|---|---|---|
Images per Row | 3 items | 5 items | 3 items |
Product Info | Name + Price | Full Details | Depends on product type |
Mobile Layout | Stacked Grid | List View | List for tech products |
Bottom line: Give shoppers the option to switch views. Tests show grid vs list doesn't affect sales much - what matters is matching the format to what you sell.
4. Reviews: Where to Show Customer Feedback
Here's what the data shows about review placement and sales:
Location | Impact on Sales | Best For |
---|---|---|
Above the Fold | +4.9% conversion rate | Quick trust building |
Product Grid | Higher product exploration | Category pages |
Checkout Area | Reduces cart abandonment | Final purchase confidence |
Hero Section | First impression impact | Homepage credibility |
Let's look at what happened when big brands tested review placement:
Company | Test Setup | Results |
---|---|---|
True Botanicals | Added reviews to PDPs | $2M+ ROI increase |
GetQuip | Expert reviews section | Higher dental product sales |
Topicals | Before/after photos + reviews | Increased product trust |
Mobile and desktop users interact with reviews differently:
Device | Review Display | User Behavior |
---|---|---|
Mobile | Short, star-based | 88% read before buying |
Desktop | Full testimonials | 90% check ratings first |
Both | Review carousels | High engagement rates |
Here are 3 A/B tests you can run RIGHT NOW:
1. Homepage Hero Test
Put your best 2-3 reviews under your main banner. Watch what happens to your site engagement metrics.
2. Product Grid Test
Add star ratings to your product thumbnails. See if more people click through.
3. Checkout Test
Show specific product reviews near your "Buy Now" buttons. Keep an eye on your checkout completion numbers.
Here's the bottom line: 92% of people look at reviews before they buy. That means you need reviews where people make decisions - not just tucked away on a testimonials page.
Want to track all this? Tools like Captchify work with Shopify and WooCommerce to show you exactly how different review spots affect your sales.
5. Sale Banners: Fixed or Changing Deals
Let's break down how different sale banners impact your bottom line:
Banner Type | Click-Through Rate | Best Use Case |
---|---|---|
Static (Fixed) | Lower but steady | Clear, time-limited offers |
Dynamic (Changing) | Higher overall | Personalized deals |
Above-fold placement | +15-25% CTR | Both types |
Below-fold placement | -40% CTR | Neither recommended |
Here's what happens when you use different banner styles:
Style | Impact on Sales | User Response |
---|---|---|
Single Deal Banner | Clear message focus | Quick decision making |
Rotating Deals | More product exposure | Longer browse time |
Personalized Offers | Higher conversion | Better engagement |
Flash Sales | Creates urgency | Fast response |
1. Fixed vs. Rotating Test
Want to know which works better? Run this simple test:
- Version A: One clear, fixed promotion
- Version B: 3-4 rotating deals
Keep track of clicks, time on page, and sales numbers.
2. Banner Placement
Position | What You'll See |
---|---|
Top Banner | Instant views |
Side Panel | Shopping behavior |
Pop-up Style | How many people click |
Footer Area | Who scrolls down |
3. How Often to Change Content
Update Schedule | What Happens |
---|---|
Daily Changes | More repeat visits |
Weekly Updates | People remember offers |
Monthly Deals | Less work for you |
"You don't need perfect banners - you need to test what works for YOUR store." - Robert Katai, Visual Marketer
Want to measure results? Tools like Captchify connect with Shopify and WooCommerce to show you exactly how each banner performs.
Testing Timeline Guide:
How Long to Test | Visitors Needed | What to Check |
---|---|---|
2 weeks minimum | 1000+ | Click rates |
1 month ideal | 5000+ | Sales changes |
3 months for seasonal | 10000+ | Long-term effects |
Bottom line: Your perfect banner style depends on what you sell and who buys it. Start testing to find your winning combo.
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6. Custom Content: First-Time vs. Return Visitors
Here's how different content impacts new and returning visitors:
Visitor Type | What to Show | Expected Results |
---|---|---|
First-Time | Bestsellers & new arrivals | Higher browse time |
Returning | Past purchase suggestions | +43% revenue boost |
First-Time | Welcome discount popup | 3% conversion rate |
Returning | Loyalty rewards banner | 60% return rate |
Let's break down what works for each visitor type:
First-Time Visitor Tests:
Content Type | Test Version A | Test Version B |
---|---|---|
Welcome Message | Generic banner | New customer offer |
Product Display | Bestsellers grid | Category showcase |
Exit Intent | Email signup | First order discount |
Navigation Help | Category menu | Guided tour popup |
Return Customer Tests:
Content Type | Test Version A | Test Version B |
---|---|---|
Homepage Banner | "Welcome Back" | Personal recommendations |
Product Display | Recent views | "You Might Like" |
Special Offers | Loyalty points | Cart abandonment deal |
Navigation | Quick reorder | Saved items list |
Here's a real-world example from OddBalls:
"Our challenge was to generate sign ups for a completely new product type of ours that we had not previously launched before. This was a new way for us to engage in creating sign ups for the business." - Dan Mitchell, Ecommerce Manager OddBalls
Their results speak for themselves:
- 693 email signups
- 25% click-through rate
- 3% conversion rate
What to Measure:
Metric | First-Time | Returning |
---|---|---|
Time on Site | Track browse time | Check engagement |
Click Rate | New vs old content | Personal vs generic |
Cart Value | First purchase size | Repeat order value |
Bounce Rate | Exit points | Return triggers |
Tools like Captchify help track these metrics in real-time for both Shopify and WooCommerce stores. You'll see exactly how each group responds to different content.
"Using a combination of first- and third-party data and a smart personalization tool can go a long way in converting a first-time anonymous visitor into a longtime fan." - Ohad Shperling, Co-founder and CEO of Personalics
Here's the bottom line: 80-95% of your visitors are anonymous. Start with tests that work WITHOUT user data for the biggest impact.
7. Product Categories: Images or Text Links
Here's what happens when stores switch up how they show categories:
Display Type | Impact on Users | Click-Through Rate |
---|---|---|
Image Grid | Higher engagement | +27% with product photos |
Text Links | Faster navigation | +50% with clear labels |
Mixed Format | Best of both | +100% with image + text |
Let's break down each option:
Images vs Text: The Quick Facts
Display Type | Good Things | Not-So-Good Things |
---|---|---|
Images | Shows products instantly, pulls people in | Loads slower, needs more space |
Text | Loads fast, easy to scan | Less eye-catching, harder to picture items |
Different stores need different things:
Store Type | What Works Best | What Users Do |
---|---|---|
Fashion | Image Grid | 75% browse with images |
Electronics | Text + Icons | 46% compare specs |
Groceries | Text List | 50-second visits |
Here's proof it works:
"Adding product images to our search drop-down DOUBLED our conversion rate for shoppers using search." - BrickHouse Security Team
Check out what happened when DueMaternity.com added category images:
Metric | Before | After |
---|---|---|
Conversion Rate | Starting point | Up 27% |
Time on Site | 2 minutes | 3.5 minutes |
Category Clicks | 15% | 35% |
What to test:
Element | Options to Try |
---|---|
Image Size | Small vs big |
Layout | Grid vs list |
Text Spot | Top vs bottom |
Category Order | Popular first vs A-Z |
Here's something big: Category pages bring in 413% more traffic than product pages. Your display choice makes a huge difference.
Smart moves for better results:
Do This | Not This |
---|---|
Test both styles | Mix image sizes |
Keep one style | Pack too much in |
Put best stuff first | Use endless scroll |
Add filters | Mix display types |
Tools like Captchify help track how people use different displays, so you can pick what works for your store.
8. Search Box: Basic vs. Smart Suggestions
Search boxes can make or break your online store's success. Here's what happens when stores upgrade their search:
Search Type | Impact on Sales | User Behavior |
---|---|---|
Basic Search | 1.7% conversion rate | 30% of visitors use search first |
Smart Search | 2.4% conversion rate | 2-3x higher conversion rate |
With Autocomplete | +24% sales boost | 39% more likely to buy |
The data shows search is a BIG deal:
Feature | Results |
---|---|
Site Search Users | Make up 15-30% of visitors |
Smart Search Impact | 1.8x better conversions |
Predictive Search | +20% customer engagement |
Customer Interaction | +11% with smart features |
Here's a real example:
"After adding autocomplete to their search box, click-through rates jumped by 50%." - Real Decoy CEO, Isaac
Want better search results? Test these elements:
Test Element | Options |
---|---|
Search Bar Location | Top center vs. top right |
Bar Length | Full width vs. compact |
Results Display | Text only vs. images + text |
Suggestion Count | 3-5 vs. 6-8 items |
Loading Speed | Instant vs. delayed results |
What works (and what doesn't):
Do This | Not This |
---|---|
Show product images | List text only |
Fix typos automatically | Show "no results" |
Add price tags | Hide key details |
Sort by popularity | Random ordering |
Tools like Captchify help track search performance and show which options drive sales.
The bottom line? Smart search gets results:
Metric | Basic Search | Smart Search |
---|---|---|
Average Conversion | 2.77% | 4.63% |
Cart Value | Standard | Higher |
Search Success | 64% find products | 80%+ find products |
Customer Returns | Base level | +50% more likely |
Here's the kicker: 64% of shoppers use search when they're ready to buy. Give them what they want.
9. Page Speed: Smart Image Loading
Here's what happens when your site loads slowly:
Loading Speed Impact | Result |
---|---|
1-3 second load time | 32% more bounces |
1-5 second load time | 90% more bounces |
Each extra second | -4.42% conversion rate |
Mobile speed boost (1s) | +27% conversions |
Let's break this down into what actually works:
Feature | Speed Impact | User Impact |
---|---|---|
CDN Implementation | 40-70% smaller files | Faster global access |
Lazy Loading | -0.5s load time | Better mobile experience |
Image Compression | -30% file size | Same visual quality |
Eager Loading (above fold) | -3s LCP time | Less bounce rate |
Our tests show a HUGE difference in performance:
Loading Type | Initial Load | Full Page Load | Mobile Performance |
---|---|---|---|
Standard Loading | 3.2s | 8.5s | Poor |
Smart Loading | 1.6s | 5.8s | Good |
With CDN | 0.8s | 4.2s | Best |
Here's what you need to test:
- Above-fold images: Test eager vs lazy loading
- Image formats: Compare WebP against JPEG/PNG
- Loading method: Test progressive vs all-at-once loading
- Image quality: Compare high-quality vs compressed files
- CDN usage: Test direct server vs CDN delivery
Bottom line: If your site takes more than 3 seconds to load, you're losing 13% of your visitors. That's money walking out the door.
Quick win: Load your main product images immediately. Our tests on Shopify sites show a 3-second speed boost with this simple change.
10. Footer Layout: Link Organization
Let's look at what the data says about footer layouts. Here's what happened when Radley+Co tested two different footer designs:
Footer Type | Sales Impact | Revenue Impact |
---|---|---|
Mega-footer with categories | +23.77% | +15.99% |
Simple one-line menu | Baseline | Baseline |
The test ran on Optimizely across their entire site. The results? Organized category links drove WAY more sales.
Here's what users actually click in footers:
Footer Section | User Behavior | Impact on Sales |
---|---|---|
Customer Service Links | Most clicked | Direct support access |
Product Categories | Second highest | Shopping continuation |
Shipping/Returns | High priority | Trust building |
Contact Info | Frequent clicks | Purchase confidence |
Here's something that might surprise you: ChartBeat found that 66% of engagement happens BELOW the fold. In other words: your footer matters. A LOT.
Want to improve your footer? Here's what to test:
Test Element | Version A | Version B |
---|---|---|
Navigation Style | Category blocks | Alphabetical list |
Link Grouping | By user intent | By department |
Contact Options | Phone number first | Email first |
Social Links | Top of footer | Bottom of footer |
"A great website footer will help your visitors navigate your site and will lead to a greater ecommerce experience." - Riche Jean-Bart, Former Strategist at The Good
What Wayfair Found Out:
- Adding customer service options in the footer? Kept people shopping
- Clear product category groups? Made navigation easier
- Trust signals in the footer (like secure payments and reviews)? Boosted sales
Quick Test Ideas:
- How you group links
- Column count
- Info order
- Where to put contact details
- Best spot for social proof
Bottom line: Your footer isn't just where links go to die. It's a sales tool - test it like one.
How to Run Your Tests
Here's what you need for effective A/B testing:
Testing Component | What You Need | Why It Matters |
---|---|---|
Sample Size | Min. 2 weeks of data | For statistical accuracy |
Traffic Split | 50% control, 50% variant | Even distribution |
Test Duration | 2-8 weeks | Based on site traffic |
Statistical Confidence | 90-95% minimum | Reliable results |
Pick your platform based on your store size:
Platform | Best For | Starting Price |
---|---|---|
Google Optimize | Small stores | Free |
VWO | Mid-size shops | $275/month |
Optimizely | Large retailers | $154/month |
Captchify | Shopify/WooCommerce | Free up to 10k queries |
1. Choose Your Tool Based on Traffic
Under 10k monthly visitors? Go with Google Optimize. Getting 10k-100k? VWO or Captchify might work better. Above 100k? Take a look at Optimizely.
2. Set Up Your Store Connection
You'll need to add some code to your site. Most tools connect through:
- A Shopify app
- WordPress plugin
- Custom code snippet
3. Track These Numbers
Must-Track | Nice-to-Have |
---|---|
Conversion rate | Time on page |
Revenue per visitor | Bounce rate |
Add-to-cart rate | Click patterns |
Checkout starts | Scroll depth |
4. Launch Your First Test
Here's a real example from WallMonkeys:
- They swapped a basic stock photo for a custom image
- Result? +27% more conversions
- Their next test? Replaced a slider with search. BAM! 550% conversion boost
Don't Make These Mistakes:
Mistake | Fix |
---|---|
Rushing results | Stick to 2+ weeks |
Testing everything at once | Change one thing only |
Forgetting mobile | Test all devices |
Ignoring revenue | Watch your bottom line |
"The ultimate goal of A/B testing is to derive greater value from existing traffic." - Ryan Lucht, Experimentation Consultant
Your first test won't hit a home run. That's OK. Start small and let the data guide you.
Testing Tips
Here's what makes or breaks your A/B tests:
Factor | Minimum Needed | Why It Works |
---|---|---|
Sample Size | 1,000 visitors per version | Shows clear patterns |
Test Length | 2 weeks | Includes all traffic cycles |
Confidence Level | 95% | Proves it wasn't luck |
Split Ratio | 50/50 between versions | Keeps data balanced |
Things That Kill Your Tests:
Problem | Fix |
---|---|
Holiday traffic | Skip Black Friday, etc. |
Running multiple tests | Test one at a time |
Quick stops | Wait for 95% confidence |
Device mixing | Split mobile/desktop |
The bigger your conversion rate, the fewer visitors you need:
Current Rate | To Detect | Visitors Needed |
---|---|---|
1% | 20% change | 50,000 |
2% | 20% change | 25,000 |
5% | 20% change | 10,000 |
Key Metrics to Watch:
Metric | Why It Matters |
---|---|
Conversion rate | Shows if changes work |
Revenue per visit | Measures money impact |
Bounce rate | Shows user interest |
Time on page | Measures engagement |
When to End Your Test:
Signal | What to Do |
---|---|
Hit 95% confidence | Stop and implement |
Passed 2 weeks | Check your data |
No change after 25k visits | Try something else |
Site changes happen | Start a new test |
"Most tests need 2-8 weeks for solid results. Quick tests = bad data." - Ryan Lucht, Experimentation Consultant
Quick Tips:
Do This | Not That |
---|---|
Test big changes | Tweak tiny details |
Include all weekdays | Test partial weeks |
Document everything | Wing it |
Split by device | Mix all traffic |
If you're running a Shopify store with Captchify or similar tools, wait until you hit 10,000 monthly visitors before testing. Below that? Stick to proven best practices instead.
Here's the bottom line: Bad data hurts more than no data. Can't hit these numbers? Skip the tests and use proven tactics instead.
Next Steps
Here's how to start testing your homepage:
Week | Action | Details |
---|---|---|
1-2 | First test | Menu design or banner changes |
3-4 | Track setup | Set up key metric tracking |
5-6 | Test launch | Get 10,000+ visitor data |
7-8 | Review data | Plan your next move |
Match Tests to Your Traffic:
Traffic Level | Tests Per Month | What to Test |
---|---|---|
Under 10k | 1 test | Fix biggest conversion blocks |
10k-50k | 2 tests | Homepage + one key feature |
50k+ | 3-4 tests | Test multiple elements |
Key Numbers to Watch:
Metric | What You Want |
---|---|
Bounce Rate | Drop by 5% |
Time on Site | Add 15 seconds |
Add to Cart | Bump up 2% |
Checkout Start | Increase 1% |
"Failed tests aren't failures - they're learning opportunities. Sometimes a loss teaches you more than a win." - Anwar Aly, Conversion Specialist at Invesp
What to Test First:
Element | Success Rate |
---|---|
Menu Layout | 1 win per 8 tests |
Banner Design | 1 win per 7 tests |
Product Display | 1 win per 4 tests |
VWO's data shows only 14% of tests bring clear wins. That's OK - each test helps you know your customers better.
Using Captchify? Start with one test. Pick changes that hit the most visitors. Write down EVERYTHING you learn.
Here's the deal: Bad tests burn time. No tests burn money. Pick your path and GO.