The goal here isn’t just to spend less, but to spend smarter. We want to find out what works best, and then double down on that. Think of it like this: every dollar you spend without testing is a missed opportunity to learn and improve.
Why Test? Because Your Wallet Will Thank You
Testing isn’t just a fancy buzzword; it’s essential. Here’s why:
- Save Money: Stop pouring cash into things that don’t convert. Testing helps you quickly identify underperforming elements and pause them.
- Improve Performance: Discover what resonates with your audience – which headlines grab attention, what descriptions get clicks, and which landing pages lead to sales.
- Get Ahead of the Competition: While others are guessing, you’ll be making data-driven decisions, giving you a serious edge.
- Understand Your Audience Better: Each test is a mini-lesson in what your potential customers truly want and how they behave.
The “Keep It Simple” Approach to Testing

Forget overly complicated spreadsheets and advanced statistical models for now. We’re going for practical, actionable testing that anyone can do.
1. Start Small and Focused: The A/B Test is Your Friend
Don’t try to change everything at once. That’s a recipe for confusion. The simplest and most powerful testing method for beginners is the A/B test (sometimes called a split test).
Here’s the basic idea: You change one thing, and see if it makes a difference.
Examples of what you can A/B test:
- Headlines: Try two different headlines for the same ad.
- Descriptions: Write two variations of your ad’s description.
- Call-to-Action (CTA): “Shop Now” vs “Learn More” vs “Get a Quote.”
- Landing Pages: Direct traffic from the same ad to two slightly different landing pages.
- Keywords: Test exact match vs. phrase match for a specific keyword.
- Bid Strategies: Manual CPC vs. Enhanced CPC (though be careful and watch closely with bid strategies).
How to set it up (simplified):
In Google Ads, when you create an ad, you can often add multiple headlines and descriptions. Google will automatically rotate them and show you which ones perform better. For other elements like landing pages, you might need to duplicate an ad group or campaign.
2. Give It Time, But Not Forever
Testing takes time to gather enough data. You wouldn’t judge a cake after five minutes in the oven, right? The same goes for your ads.
- Don’t panic if results aren’t immediate. It can take a few days, or even a couple of weeks, for enough clicks and conversions to accumulate.
- How much data is “enough”? There’s no magic number, but generally, wait until you have at least 100-200 clicks per ad variation you’re testing. For conversions, aim for at least 20-30 conversions per variation to see a meaningful difference. If you’re getting very few conversions, you’ll need to wait longer or adjust your testing strategy.
- Don’t let tests run indefinitely without checking. Check in regularly (every few days) to see how things are progressing.
3. Focus on What Matters: Your Goal
Before you start any test, ask yourself: “What am I trying to achieve?”
- More Clicks? (e.g., if you’re testing headlines for brand awareness)
- Higher Conversion Rate? (e.g., if you’re testing landing pages for sales)
- Lower Cost Per Click (CPC)? (e.g., if you’re refining keywords)
- Lower Cost Per Conversion (CPA)? (e.g., if you’re testing bid strategies)
Your goal will tell you which metrics to pay attention to. Don’t get sidetracked by vanity metrics that don’t align with your objective.
4. The “One Change at a Time” Golden Rule
This is critical. If you change your headline, description, and landing page all at once, and your performance improves (or gets worse), how will you know which change made the difference? You won’t!
Change only one element at a time. Seriously. It’s the only way to isolate the impact of each variable and learn what’s truly working.
5. Be Ready to Kill Your Darlings (or Boost Them!)
Once you have enough data, look at the results.
- Identify the Winner: Which ad variation, keyword, or landing page performed better based on your goal?
- Pause the Loser: Don’t be afraid to stop running the underperforming element. It’s not personal; it’s business.
- Scale the Winner: Once you’ve found a winner, consider pausing the losing variation and then creating a new test using the winning element as your baseline. For example, if Headline A won, now test Headline A against a new Headline C. This is how you continuously optimise.
Practical Examples of What to Test (and Why)
Let’s get a bit more concrete.
a. Ad Copy Variations
- What to test: Different headlines, different descriptions, different calls to action.
- Why: Even small changes in wording can significantly impact click-through rates (CTR) and conversion rates. Are your customers more drawn to a benefit-driven headline (“Save 20% Today”) or a problem-solution headline (“End Your Back Pain Now”)?
- How: In an ad group, create 2-3 responsive search ads with varying headlines/descriptions. Google will automatically optimise and show you which combinations perform best.
b. Landing Pages
- What to test: Different versions of your landing page. This could be a different hero image, a different call-to-action button colour, a different layout, or even just slightly different copy on the page.
- Why: Your ad gets the click, but your landing page gets the conversion. A poor landing page can tank even the best ad.
- How: Set up an “Experiment” in Google Ads, or if you have a landing page builder, duplicate your page and make one small change. Then, direct traffic from the same ad to both pages using ad variations.
c. Keyword Match Types
- What to test: Exact match vs. phrase match for your core keywords.
- Why: Broad match can bring a lot of irrelevant traffic. Testing exact and phrase match helps you control your spend and target more precisely.
- How: In separate ad groups (or by carefully structuring your keywords within an ad group), test how specific exact match keywords perform against their phrase match counterparts for conversion rate and cost per conversion.
d. Audience Targeting
- What to test: Different audience segments (e.g., demographics, interests, in-market audiences).
- Why: Reaching the right people is half the battle. You might discover that a seemingly niche audience converts far better than a broader one.
- How: Apply different audience segments to separate ad groups or campaigns, or use observations to see how different segments perform within your existing targeting.
e. Bid Strategies
- What to test: Manual CPC vs. Enhanced CPC, or Target CPA vs. Maximise Conversions (once you have conversion data).
- Why: Your bidding strategy dictates how much you pay per click and how Google optimises for your goals.
- How: Use Google Ads’ “Experiments” feature for this. Be very cautious with bid strategy changes and monitor them closely, especially when starting.
Common Pitfalls to Avoid
- Impatience: Don’t pull the plug too soon. Give your tests time to gather data.
- Changing Too Many Variables: This is the biggest mistake. Stick to the “one change at a time” rule.
- Ignoring the Data: Don’t let your gut feeling override what the numbers are telling you.
- Testing Irrelevant Things: Make sure what you’re testing has the potential to impact your goal. Changing the font colour on your ad won’t likely move the needle significantly.
- Not Documenting: Keep a simple record of what you tested, when, the results, and what you learned. This is invaluable over time.
The Continuous Improvement Loop
Testing isn’t a one-and-done thing. It’s an ongoing process.
- Hypothesis: What do you think will happen if you change X?
- Test: Implement the change.
- Analyse: Look at the data.
- Implement/Iterate: If it worked, make it permanent and find your next test. If it didn’t, learn from it and try something else.
By embracing this continuous loop, you’ll not only save money and time but also become a much more effective Google Ads advertiser. So, go forth and test! Your budget (and your results) will thank you.
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- Google Ads Hacks: What The Pros Don’t Want You To Know

Original Source: https://www.sfdigital.co.uk/blog/how-to-test-google-ads-campaigns-like-a-pro/
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