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62 Best Copy A/B Testing Ideas

This is the ultimate library of the Best A/B Testing Ideas: We have compiled 250 A/B Testing Ideas that you can try on your website to optimize your conversion rates and increase your revenues.

A/B Testing Idea #8 - List the strongest benefits first

Re-ordering the benefits of your offer by putting the strongest ones first will more easily capture your visistors' attention, and make a better impression. Research has shown that people …

A/B Testing Idea #9 - Appeal to people's fear of loss (Loss Aversion) rather than emphasising potential gains

Loss aversion is the scientific term that explains how the pain of losing is 'felt' about twice as much as the pleasure of gaining. In general, people will be more motivated to act if they …

A/B Testing Idea #10 - Include testimonials (with name, logo and face) on your home page

If you have positive reviews about your products or services then display them on your homepage. Having this "social proof" as one of the first things visitors will see is a proven and&…

A/B Testing Idea #33 - Display the daily or monthly price to make the amount seem smaller

By showing the price per day or month rather than the total price, it can often seem like less. Your customer will tend to use this smaller amount as an anchor to decide whether the purchase is good…

A/B Testing Idea #46 - Reassure your customer on the post-purchase confirmation page and email

Reassure your customers on the purchase or booking they have just made by clearly confirming the transaction has successfully gone through and by sending them a follow-up confirmation email. This will…

A/B Testing Idea #50 - Display clearly the 3 main benefits of registering

if you do not offer a guest checkout option, you should clearly explain to your customers the advantages of registering (to encourage them to take the time to do so). By showcasing just the 3 main …

A/B Testing Idea #54 - The 4 Ws "Who, What, Where, Why" - Ensure that your homepage adresses all of these

Your homepage is most usually the first page your customers will arrive on when they visit your website and so it is vital that it is clear, easy to understand and gives them as much information as they…

A/B Testing Idea #59 - Display all product information

Your customers will feel like the more information they are given in order to make a decision, then the better that decision will be. So the more information you can give them about the product (in…

A/B Testing Idea #61 - Product name should be descriptive and unique

Choose a product names that is descriptive and unique. Indeed, having a descriptive name simplifies the understanding of the product and avoid confusion for your customers. In addition it helps to boost…

A/B Testing Idea #65 - Reduce the left digit by one and minimise the digits after the decimal

Reducing your price by one cent or penny can make all the difference when it results in the left digit going down by one. Whereas $3.89 to $3.87 wouldn't be of any consequence $4.00 to $3.99 definitely…

A/B Testing Idea #67 - Separate delivery and handling costs from the main product price

Separating the product price from other surcharges - such as delivery costs or handling fees - will help to give the impression of a lower overall price. The first price seen will act as an anchor …

A/B Testing Idea #77 - When possible, get rid of the decimal point in the price tag

Whenever possible, remove the decimal point from your pricing as it is not necessary and adds a little extra cognitive strain for your customer. The clearer you can make things the better as people want…

A/B Testing Idea #78 - For high numbers, more than five digits, prices should not be rounded

Careful and precise pricing is particularly important when dealing with a large sum of money. It has been shown that when purchasing a car, for example, people will actually pay more money when the prices…

A/B Testing Idea #80 - Avoid showing any signs of currency

Removing the currency sign from your prices will help customers to avoid the negative feelings associated with spending money. Indeed, research has shown that the act of paying really disrupts the pleasure…

A/B Testing Idea #82 - Give your pricing plans relatable, helpful names

The names you use for your pricing plans can really make a difference. By using names that your customers are familiar with, you will trigger an immediate emotional response that will enhance their positivity…

A/B Testing Idea #87 - Embed in your call-to-action some of your value propositions

Your Call-to-Action text is important as it is the final step before the conversion and so is the final point at which you can convince customers to follow through and click on that button. Use the…

A/B Testing Idea #95 - Limit the numbers of words in your call-to-action to 2

The simpler and more attention-grabbing you can make your Call-to-Action (CTA) the better. Customers prefer to use less mental energy and want to be led with ease around your site. Using only 2 words…

A/B Testing Idea #98 - Ask yourself if your call-to-action is persuasive enough

You want your Call-to-Action (CTA) text to tell people immediately why they should click on it and to help persuade your visitors to proceed forward with a positive action. Using engaging and persuasive…

A/B Testing Idea #101 - Prioritise "coming soon" over messages saying "out of stock"

The chances are all e-merchants will at some stage be out of stock for a particular item. When this happens, in order to remain positive to your users, it's preferable to inform them that the product…

A/B Testing Idea #107 - Demonstrate the per day cost of monthly or yearly plans

Rather than only showing the yearly or monthly cost of a subscription, it can be effective to also display the daily equivalent. Studies have shown that we use a first piece of information as an anchoring…

A/B Testing Idea #109 - Expose your users to large numbers

Exposing website visitors to any high numbers before displaying your product prices can be very effective in influencing their perception of your price value. Studies have shown that people tend to…

A/B Testing Idea #114 - Emphasise the experiential advantages over the monetary ones

It's a good idea to avoid references to money when presenting your products to customers and instead to place emphasis on the experience that they will enjoy using them. People place more value…

A/B Testing Idea #117 - Explain the logic behind the promotion

Whilst offering discounts is a great way of moving stock, you don't want your customers to be left wondering why certain products are discounted and potentially questioning the quality of the product…

A/B Testing Idea #125 - Utilize your customer's details to customize your content offering

Your customer will feel more involved in and connected with your content if you make use of their name to give it a personalised touch. A natural tendency we experience is "implicit egotism"…

A/B Testing Idea #126 - Draw in your customer by using "we"

By using a personal pronoun instead of an impersonal form, you immediately involve your customer in the situation or product you're referencing, which will trigger a subtle emotional response and …

A/B Testing Idea #127 - Frame intangible concepts with iconic phrasing to make them more tangible

Metaphorical language is a compelling form of communication that can allow you, in certain cases, to better convey your message. It can help to better attract your customer's attention and allow them…

A/B Testing Idea #128 - Leverage the strength in displaying numbers rather than percentages to indicate amounts of individuals

Your visitors will perceive the same information in different ways depending on how you present it to them, It's therefore important to ensure you present information using appropriate values or framing…

A/B Testing Idea #131 - If you don't know their name, use "you" or "your" to personalise the message

By using a personal pronoun instead of an impersonal form, you immediately involve your customer in the situation or product you're referencing, which will trigger a subtle emotional response and …

A/B Testing Idea #138 - Focus on the multitude characteristics of your products rather than on listing the technical specifications

On your product page, it is best to list all available features rather than just choosing to display a few of the main ones. People are generally more drawn towards products with lots of features and…

A/B Testing Idea #142 - Continuously reassure your customer in their decision

Reassuring your customer about the choice they've made to select or purchase a certain product from your site can greatly influence how satisfied they are with that choice. To aid customer satisfaction…

A/B Testing Idea #156 - Facilitate your user's thoughts before asking them to choose

Whilst offering a default choice is often very effective because it allows people to make a decision in a passive manner - which is often preferred as it requires less mental effort - there are some cases…

A/B Testing Idea #167 - Mark your best products as "Popular Choice"

Marking your best products as a "Popular Choice" is an effective persuasion technique to encourage more people to make the same purchase. Research has shown that we have a strong tendency…

A/B Testing Idea #168 - Display on specialised and expert reviews for your products' endorsements

Displaying expert reviews or testimonials is an effective way of endorsing your products. The positive feedback and opinions of customer's peers is incredibly important as we often rely on this "…

A/B Testing Idea #169 - Indicate the number of users who have already created an account

Displaying the number of people who have already signed up to your website or newsletter is an effective persuasion tool. Research has shown that we have a strong tendency to copy others' choices…

A/B Testing Idea #174 - Display specific Unique Selling Propositions (USPs) based on your target customer

Studies have shown that most people associate positively with themselves and things that are either connected to them or that they can identify with. This is why it is so important to ensure that you…

A/B Testing Idea #176 - Show lower-quality products near higher-quality ones

To make your higher-end products seem even more attractive, display them alongside your lower-end products so that customers can compare the two together. The difference in quality will be larger and …

A/B Testing Idea #177 - In the check-out page, indicate testimonials from customers who also bought the same product below the call-to-action

By placing testimonials from other customers who have previously bought your product or service just before the final stage of payment, you are offering reassurance to your customers by showing them how…

A/B Testing Idea #180 - Congratulate your customers on their booking or purchase

Congratulating your clients on the purchase or booking they have just made will induce positive feelings and help to therefore reassure them on their choice to complete this transaction. The happier you…

A/B Testing Idea #183 - Congratulate your user's decisions at every step of your funnel

Don't hesitate to congratulate your customers on their purchases. This constant confirmation that they are making a good choice will cement feelings of positivity and satisfaction around their purchase…

A/B Testing Idea #188 - Upsell by highlighting how small the extra cost would be

Upselling is a technique whereby you offer your client a superior and more expensive product than the one he was considering. By highlighting how small the price difference is between the two products…

A/B Testing Idea #190 - Feature testimonials from target audience peers rather than celebrities

The main objective of displaying testimonials is to help your site visitors to identify with these, place trust in them and therefore decide to become customers as well. We're more likely to identify…

A/B Testing Idea #192 - Display contextual details (such as location) to allow users to identify with the reviewer

Featured testimonials will be more credible if your users can identify with the reviewers and view them as real people rather than just disconnected words on the screen. Contextual details like location…

A/B Testing Idea #202 - Don't ask for any non-essential information during the checkout process

When your visitors are in the process of completing their checkout then you don't want to do anything to distract them from this. Don't therefore ask for any non-essential information during this…

A/B Testing Idea #254 - Add the word "Free" directly to your Call-To-Action

It has been proven that spending money actually activates the areas in our brain that are associated with physical pain and feelings of disgust. On the contrary, the term "free" causes us a …

A/B Testing Idea #255 - Utilize numerical values to convey more persuasive messages

Most people have a strong tendency to ignore generic and basic information and prefer to focus on recent or specific information. Therefore, in your content and titles, insist on statistics or specific…

A/B Testing Idea #258 - Whenever possible, convey messages using rhymes as they will be more easily remembered

"A nose in need deserves Puffs indeed", "If the glove doesn’t fit, you must acquit". You know these slogans and better you will easily remember it. Indeed, these slogans have…

A/B Testing Idea #259 - Prioritise active over passive voice

Make simple, concise sentences in the active voice to simplify the understanding and impact of your message. A grammatically complex sentence will not have the same immediate effect on the mind of your…

A/B Testing Idea #261 - Instead of trying too hard to sell, be more specific in your sales argument

Arguments or tag-lines that are too fluffy and reminiscent of an unfounded sales pitch - such as "our customers love us" or "our software is very reliable" - can be effective in the…

A/B Testing Idea #262 - Prioritise 1st person pronouns

The power of "we" or "our" is not to be underestimated. We are social and group-dwelling beings, people, and we feel most comfortable and positive when we are included as part of a…

A/B Testing Idea #263 - Do not offer customers only one possibility.

A unique and effective tool of persuasion can in fact be to remind your customers that they have the freedom to choose what to do. Incorporating wording in your copy that emphasises to your customers …

A/B Testing Idea #264 - Do not shy away from mentioning some fall backs

On most websites, negative reviews or drawbacks are invisible while on others (e.g. Amazon), those are clearly displayed alongside the pros. Believe it or not, but hiding your drawbacks is not the solution…

A/B Testing Idea #265 - Utilize numbers in your header

It has been shown that a title containing numbers attract our look more often and therefore would increase the conversion rate. These figures don't need to be very sophisticated. "30-day free…

A/B Testing Idea #269 - To create a double funnel within the check-out, show a section which indicates: "people who bought this, also bought: ..."

On the confirmation page after purchase, display "people who bought this product also bought ..." to create a double funnel. This will encourage your customers to make a second purchase after…

A/B Testing Idea #270 - Accurately indicate delivery time frames, including restrictions

To display delivery time in weeks or in days? That is the question... The answer is actually pretty simple. During the purchase process the customer will focus on the numbers themselves and they will …

A/B Testing Idea #271 - Clarify any intrigue created to bring the customer to your website

Humans tend to desire closure and don't like to be kept in the dark. This is why it can be very effective to engage your customer through first presenting an intriguing statement, and immediately …

A/B Testing Idea #273 - Contextualise savings with real-life applications

The way you frame a saving can greatly influence the effect it will have on your customers. Imagine a bank, for instance, which announces on its landing page: "With us, you don't pay bank charges…

A/B Testing Idea #278 - Emphasise your users, rather than yourself, who have used and endorsed your products

Studies have shown that individuals tend to follow others' choices or behaviour when trying to make decisions. We automatically presume that if lots of our peers are doing something or buying a particular…

A/B Testing Idea #279 - On a form, specify which fields are optional rather than which are mandatory

When you ask your customers to fill in a form, specify which fields are optional rather than which are mandatory. On many websites we see asterisks or other visual cues to indicate if a field is mandatory…

A/B Testing Idea #281 - Be careful when using special characters, faults could decrease your credibility

When you create a web page, be careful that you don't have any accidental character faults due to coding problems or lack of care. The kind of symbols that are often seen on web pages, such as ▢ &…

A/B Testing Idea #282 - Use a recognisable phone number for your customer service and add your opening hours

If you use a special service phone number then your customers will automatically think twice about calling as they will be expecting high call charges and long wait times. This will make your business…

A/B Testing Idea #283 - Indicate the number of individuals who bought the product close to the call-to-action

Studies have shown that individuals tend to follow others' choices or behaviour when trying to make decisions. We automatically presume that if lots of our peers are doing something or buying a particular…

A/B Testing Idea #324 - Utilize written content which slightly contradicts what the user wants to do

The more confident you user feels in navigating your website and completing tasks, the better experience they will have and the more likely they will be to convert. Report potential errors to your customers…

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