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What is multi-touch attribution?
Multi-touch attribution is a marketing measurement method that distributes credit for a conversion across multiple interactions a customer has with a brand before completing a desired action. These interactions, known as touchpoints, may include paid advertisements, social media posts, email campaigRead more
What is a landing page?
A landing page is a standalone webpage designed to encourage visitors to take a specific action after clicking an advertisement, email link, social media post, or other marketing link. This action might be purchasing a product, submitting a form, signing up for a newsletter, downloading a resource,Read more
Why are landing pages important?
Landing pages are important because they turn advertising traffic into meaningful actions, such as purchases, leads, sign-ups, or inquiries. A landing page is a standalone webpage designed around a specific marketing campaign or objective. When users click an advertisement, email link, or promotionaRead more
What is A/B testing?
A/B testing is a method of comparing two versions of an advertisement, webpage, email, or other marketing element to determine which version performs better against a specific goal. It is also known as split testing. In advertising, marketers typically compare Version A (the control) with Version BRead more
What should be tested in ads?
Testing in advertising is the process of comparing different ad elements, audiences, and campaign settings to identify which combinations deliver the best results. Advertisers use testing to improve engagement, reduce advertising costs, increase conversions, and achieve better return on ad spend (RORead more
Testing in advertising is the process of comparing different ad elements, audiences, and campaign settings to identify which combinations deliver the best results. Advertisers use testing to improve engagement, reduce advertising costs, increase conversions, and achieve better return on ad spend (ROAS).
Key elements to test in ads
1. Ad creatives: Test different images, videos, graphics, product photos, and visual styles to identify which attracts more attention.
2. Headlines: Compare different headlines to determine which communicates the offer or value proposition most effectively.
3. Ad copy: Test different descriptions, messaging styles, benefits, emotional appeals, and lengths.
4. Calls to Action (CTAs): Compare options such as Shop Now, Learn More, Sign Up, and Get a Quote.
5. Target audiences: Test relevant audience segments based on interests, demographics, location, behavior, or customer status.
6. Ad formats and placements: Compare image ads, video ads, carousels, Stories, Reels, and other eligible placements.
7. Offers and promotions: Test discounts, free shipping, bundles, introductory offers, and other incentives where appropriate.
8. Landing pages: Compare page layouts, product information, page speed, mobile usability, and checkout experiences.
9. Bidding strategies: Where appropriate, test manual or automated bidding approaches to evaluate their impact on costs and results.
10. Budget allocation: Test different budget distributions across campaigns, ad groups, or audiences while monitoring performance.
11. Ad frequency: Monitor how often users see an ad and whether repeated exposure leads to ad fatigue.
12. Timing and scheduling: Compare performance across days or times when scheduling controls are available and relevant.
Example of ad testing
A Shopify jewellery store wants to increase sales of engagement rings. It tests two Instagram ads with the same audience and budget.
Ad A: A product image with the headline “Discover Your Perfect Ring.”
Ad B: A short video showing the ring from different angles with the headline “Find a Ring for Your Forever.”
The store compares click-through rate (CTR), conversion rate, cost per purchase, and ROAS to determine which ad performs better.
Important metrics to monitor
Metric
What it measures
CTR
Percentage of impressions that result in clicks
CPC
Average cost per click
Conversion rate
Percentage of visitors or interactions that lead to a desired action, depending on the definition used
CPA
Average cost per acquisition or conversion
ROAS
Conversion value generated per unit of advertising spend
Engagement rate
Level of audience interaction with an ad
Best practices for ad testing
Test one major variable at a time when you want to understand what caused a performance difference.
Define a clear objective before launching the test.
Keep other important conditions consistent where possible.
Allow enough time and data for meaningful comparisons.
Avoid declaring a winner based on a small or temporary performance difference.
Evaluate business outcomes, not just clicks or likes.
In short: Test ad creatives, copy, headlines, CTAs, audiences, placements, offers, landing pages, and bidding strategies. Use reliable performance data to identify what works best for your campaign objective.
See lessWhat is a CTA?
CTA stands for Call to Action. It is a word, phrase, button, or clickable link that encourages a user to take a specific action. CTAs are commonly used in digital marketing, advertising, websites, emails, landing pages, and eCommerce stores to guide users toward the next step in their customer journRead more
What are common CTAs?
A Call to Action (CTA) is a word, phrase, button, or message that encourages an audience to take a specific action. CTAs are used in advertisements, websites, landing pages, emails, social media posts, and eCommerce stores to guide users toward the next step, such as making a purchase, signing up, oRead more
A Call to Action (CTA) is a word, phrase, button, or message that encourages an audience to take a specific action. CTAs are used in advertisements, websites, landing pages, emails, social media posts, and eCommerce stores to guide users toward the next step, such as making a purchase, signing up, or contacting a business.
Common types of CTAs
CTA type
Common examples
Purpose
Purchase
Shop Now, Buy Now, Order Now
Encourage customers to purchase products.
Traffic
Learn More, Explore Now, Visit Website
Direct users to a website or landing page.
Lead generation
Sign Up, Get a Quote, Book a Consultation
Collect inquiries or customer information.
Engagement
Follow Us, Share This, Comment Below
Encourage interaction with content.
Download
Download Now, Get the Guide, Access Free Resources
Encourage users to obtain digital resources.
Registration
Register Now, Reserve Your Spot, Join Now
Encourage event or account registration.
Contact
Contact Us, Call Now, Send a Message
Help potential customers connect with a business.
Trial or offer
Start Free Trial, Get Your Free Demo, Claim Your Offer
Encourage users to try a service or redeem an offer.
Subscription
Subscribe Now, Join Our Newsletter
Build an ongoing communication relationship.
Urgency
Shop the Sale, Get It Today, Claim Before It Ends
Encourage timely action when the offer or deadline is genuine.
Examples of CTAs in advertising
Shop Now: A jewellery brand promotes engagement rings and directs users to its product collection.
Learn More: A Shopify agency explains its development services and sends users to a service page.
Get a Quote: A business invites potential customers to request pricing for a custom project.
Sign Up: An online store encourages visitors to join its newsletter for product updates.
Book a Consultation: An agency invites interested businesses to schedule a discovery call.
What makes a good CTA?
Clear: Tell users exactly what action to take.
Action-oriented: Use direct verbs such as Shop, Discover, Download, or Book.
Relevant: Match the CTA to the ad’s objective and audience.
Visible: Make buttons easy to find and use, especially on mobile devices.
Benefit-focused: Explain the value of taking action when appropriate.
Honest: Avoid misleading claims or false urgency.
In short: Common CTAs include Shop Now, Learn More, Sign Up, Buy Now, and Contact Us. The best CTA clearly communicates the next step and matches the goal of the marketing campaign.
See less