Monthly Archives: April 2023

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LinkedIn is an incredibly powerful platform for growing both recognition and revenue as a B2B business. 

In fact, audiences exposed to brand messages on LinkedIn are 6X more likely to convert, according to data from the social company. 

But without a clear strategy in mind, the task of lead generation on LinkedIn can feel challenging. Which is why I sat down with Jim Habig, VP of Marketing at LinkedIn, to learn some of his key insights, as well as additional tips on how to use LinkedIn for lead generation in 2023 and beyond. 

Skip to: 

8 Tips for Generating Leads on LinkedIn in 2023 
The Most Effective Content for Generating Leads on LinkedIn, According to LinkedIn’s VP of Marketing 
What Marketers Get Wrong When It Comes to LinkedIn for Lead Gen 

LinkedIn Lead Generation Strategy

As a refresher, lead generation refers to all of the activities and strategies you use to attract potential customers. Generating leads is important because, with nurturing, potential customers can become paying customers that use your products and drive revenue. 

LinkedIn’s typical audience comprises professional decision-makers with purchasing power, helping you speak directly to the potential customers that can become paying customers. Below, we’ll discuss how you can use LinkedIn for lead generation.

1. Make sure your executives have a strong LinkedIn presence.

When you’re first getting started on LinkedIn, it can be tricky to know how to dedicate your initial efforts. Should you create a compelling LinkedIn Page and immediately begin posting content to your business’s feed? Or should you start by posting all your job openings to attract new talent?

Habig agrees that it’s critical to optimize your company Page to make a strong first impression. He encourages marketers to ensure their Page is complete and up-to-date with relevant information like a business description, logo, website URL, and industry.

However, an often overlooked opportunity to generate leads falls on individual employees’ pages. 

As Habig puts it, “You’ll want to encourage your leadership teams and employees to have well-crafted personal profiles with professional headshots, descriptive headlines, and detailed job experiences.

He adds, “A consistent brand presence builds credibility, attracts the right audience and fosters trust among potential leads.”

Consider the leaders at your company and their current LinkedIn presence. Could they contribute more thoughtfully to LinkedIn groups within your industry or post more often to their feeds? More likely than not, your executives could be doing more to grow their LinkedIn following.

For instance, let’s take a look at HubSpot CEO Yamini Rangan’s recent LinkedIn post: 

Rangan uses LinkedIn wisely, leveraging the platform to share helpful, relevant content geared towards business leaders. Rangan uses LinkedIn to build a personal brand and help her followers find valuable content related to business growth. Ideally, your executives should be doing the same.

2. Create a powerful LinkedIn Page for your business.

Once you’ve ensured your own executives have a strong LinkedIn presence, it’s time to cultivate an impressive Page for your business.

You’ll want to ensure your page is active, with thought-provoking content and contributions to conversations already happening on LinkedIn.

LinkedIn Pages is a free product that can help your company build visibility on the platform. It’s also a key Page to house your brand’s thought leadership content, such as videos, commentary from executives, and curated information from other sources. 

Take a look at LinkedIn Company Pages: The Ultimate Guide [+ 12 Best Practices] to learn more. 

3. Post relevant content and engage with your audience. 

To ensure your LinkedIn page and profile are strong, consider posting various content types, including video. Featuring this industry-relevant content can help you position yourself as a knowledgeable source and establish relevance and credibility with potential customers. 

As Habig puts it, “Creating and sharing high-quality content tailored to your target audience’s interests is key to driving engagement and generating leads. Share a mix of content types — like blog posts, infographics, case studies, and videos to keep your audience engaged.”

He continues, “And don’t forget to join the conversation! Proactively respond to comments and answer questions to foster relationships with your audience and showcase your expertise.”

When you’re recognized as an insightful, valuable source, you’ll begin to develop connections with like-minded professionals that fit your ideal customer profile. If you post often, you’ll become a regular on their feed, and familiarity makes it easier to initiate further conversations.

If you assume that the connections you have on LinkedIn are professionals within your industry, they can expose you to new audiences with the content you post. When your connections click ‘Like’ on a post you’ve made, it may show up on the feed of a new lead. This lead will see that your shared connection has liked your post, vouching for your credibility and authority, and possibly prompting them to send a request to connect.

To ensure that you’re creating content that people want to see, follow your page analytics to figure out what resonates with them the most and create accordingly.

4. Join LinkedIn groups your clients and customers are in. 

LinkedIn, at its core, is a social platform like any other. Just as you can on Facebook, users can create groups centered around industry-relevant interests, and you should join these groups and have conversations with other professionals.

You can post content and updates to encourage discussions about relevant topics or simply talk about the services you offer. If you’ve joined groups wisely, your potential customers can see what you say and begin to recognize you as a source of valuable information. 

You can also use groups to learn more about your audience. If members are active, learn from what they say and discover common industry pain points and how leads want these issues addressed. Use this information to your advantage, and create hyper-targeted value propositions when you reach out that speak directly to your customer’s needs. 

5. Use LinkedIn Ads and Sponsored Content to ensure your content reaches your intended audience.

Businesses with small marketing budgets may be wary of putting money behind paid campaigns on LinkedIn. They often ask — We have a small marketing budget, and we want to use it wisely. Where should we spend it? Given that LinkedIn is the top paid and organic channel for B2B businesses, spending your money on the platform would be worth your while. 

Habig suggests, “Consider using LinkedIn’s advertising and sponsored content solutions to reach the right audience based on factors like job title, industry and company size.”

He adds, “You’ll want to utilize sponsored content to promote your top-performing posts or lead generation forms to capture valuable lead information. Try testing various ad formats like sponsored InMail, carousel ads, and lead gen forms to identify which works best for your target audience.”

In particular, Habig believes the LinkedIn Lead Gen Forms is one of the platform’s most powerful offerings for lead generation.

He told me, “LinkedIn Lead Gen Forms streamline lead generation by auto-populating users’ LinkedIn profile information when they click on your ad. This simplifies the process for users, allowing them to submit their information with ease and boosting lead generation efficiency. Furthermore, the collected data can be effortlessly synchronized with your CRM system.”

Additionally, it’s important to note other native content features — such as articles and polls — can help you increase engagement with your audience. 

While LinkedIn has a native ads management service, you can also use HubSpot’s ads management tool to create, organize, and execute advertising campaigns on LinkedIn. You’ll also get access to high-quality reports that explain ad performance, helping you optimize a strategy to meet your customers’ needs. 

6. Ensure you have strong sales and marketing alignment.

You’re likely all too familiar with the recent shift in consumer buying behavior. Nowadays, customers are researching online ahead of time and typically use marketing content to inform their purchasing decisions before even reaching out to a sales rep.

With savvier consumers, it is now critical that marketers meet the needs of consumers who are further along the buyer’s journey and then seamlessly hand them off to sales so sales has the context on which stage of the buyer’s journey the consumer is at. 

Additionally, many salespeople know the target customer better than anyone, so leveraging sales reps’ knowledge when creating marketing materials is vital. 

All of which is to say — it’s critical you align your sales and marketing teams since they play equally valuable parts in finding prospects and closing deals, and they overlap more heavily now than ever before.

To figure out strategies for better aligning your sales and marketing departments, take a look at this Ultimate Guide to Sales and Marketing.

7. Leverage connections with current customers and clients. 

LinkedIn’s main draw is networking, and you should use this feature to your advantage for lead generation. 

Connect with current customers and clients on LinkedIn and learn from who their industry connections are, as they may be relevant to you as well. If you have relationships with existing clients you connect with, ask for referrals, references, or simply learn how to get in contact with a connection they have that matches your customer profile.

As LinkedIn is a professional network, such requests are less pushy, spammy, and salesesque than cold calling someone after finding their number online. Leads can receive your request to connect, browse your profile, and see your shared connection as a guarantee of trust. 

In addition, when you connect with new leads, you’re using warm outreach. This means that you already know a bit about them and can immediately make propositions that relate to their interests, providing value to them off the bat.

8. Maintain a consistent presence on the platform. 

Just like all of your other social media sites, LinkedIn requires consistency. If you post an article once a week and then log out, you’re not establishing yourself as a consistent presence with your connections. You also want to communicate consistently with your leads. Disappearing in the middle of a conversation is not a good look and does the opposite of furthering their interest in doing business with you. 

Additionally, to ensure you’re reaching the right audiences, consider leveraging LinkedIn Matched Audiences to retarget website visitors. 

Habig says, “LinkedIn offers advanced targeting capabilities to help you connect with your ideal audience. With LinkedIn Matched Audiences, you can retarget website visitors, create contact-based audiences using email lists or CRM data, or build account-based audiences by targeting specific companies. This feature enables you to engage people who have already shown interest in your business or are more likely to be interested.”

He adds, “For newcomers to LinkedIn or those seeking guidance on setting up targeting, consider using LinkedIn’s pre-built audience templates. These templates simplify the process and cater to various audiences, such as doctors, recent college graduates, millennials and more.”

As mentioned above, use platform analytics to learn about your audience’s interests, when your posts get the most traction, and create a strategy that will keep you consistently present and visible on LinkedIn. 

The Most Effective Content for Generating Leads on LinkedIn, According to LinkedIn’s VP of Marketing 

When asked which content Habig believes performs best on LinkedIn when it comes to generating leads, Habig told me two major types of content typically win out: educational, and thought leadership. 

As he puts it, “There’s a delicate balance between offering what I’ll call practical content geared towards the practitioners and presenting forward-thinking thought leadership. Both are essential for capturing the attention of your prospects and customers.”

Habig continues, “Providing educational content — such as how-to guides, case studies, whitepapers and e-books — positions your brand as a ‘helpful teammate’ that your audience can rely on for support and expertise.”

On the flip side, you don’t want to ignore the potential power of thought leadership, either. 

Habig says, “It’s crucial to incorporate thought leadership, demonstrating that you’re in tune with the industry’s trajectory. According to recent research conducted in collaboration with Edelman, 50% of C-suite executives say that high quality thought leadership has ,more impact on their purchase decision-making during economic downturns than when times are good.”

Of course, you’ll want to assess your own content analytics to determine what performs best with your own audience. But consider testing these new formats — if you haven’t already — and see how they do. 

What Marketers Get Wrong When It Comes to LinkedIn for Lead Gen 

Finally, I had to ask: What is the biggest mistake marketers make when it comes to LinkedIn lead gen strategies? 

Habig had a straightforward answer: “People underestimate the impact that creativity can have in growing your business and attracting new leads. In a recent report, we found that 69% of people said B2B purchasing is just as emotionally driven as B2C. Creativity is a powerful way for businesses to build their brands, differentiate themselves, and tell compelling stories about the problems they’re solving that will pique the interest of their audience.”

Which is good news for most marketers — who likely got into marketing for the storytelling in the first place. 

In a new commercial for Mint Mobile, co-founder Ryan Reynolds reads from a script written entirely by ChatGPT.

His prompt was simple enough: include a joke, a curse word, and let people know about the company’s holiday promotion – all in the voice of Ryan Reynolds.

The results, in his own words, were “compelling” but also “mildly terrifying.”

Admittedly, the Mint Mobile ad is a little stunty. However, it’s a prime example of marketers using AI to streamline the creative process.

That said, AI is still in its early stages, and marketers need to know how to use these tools correctly. Here, I spoke with Samyutha Reddy, Head of Enterprise Marketing at Jasper, to learn how to fit generative AI into your content marketing strategy — and the pitfalls to avoid.

How Generative AI Can Fit Into Your Content Strategy, According to Jasper’s Head of Enterprise Marketing

1. AI for content ideation.

As a writer, there’s nothing worse than staring at a blank document. But these days, you don’t have to wait for inspiration to strike. Instead, you can leverage AI to get the ball rolling.

Samyutha told me, “AI really fits at the beginning of the writing process, particularly for content ideation. If I’m writing a blog, I often use Jasper Chat to test new ideas and try different angles, just like I would with a colleague in a conference room.”

Samyutha points out that AI tools are especially beneficial for remote marketers who don’t have the physical space to spitball ideas with others.

“It’s valuable during a time when people are working remotely and teams are distributed. We can get a lot accomplished in virtual meetings, but they’re not often used to just brainstorm or connect. In that way, AI can be really helpful,” she observes.

2. AI for content research.

A lot of effort goes into writing a piece of content before a writer can even put pen to paper. 

For most creators, the bulk of the work happens on the front-end — namely, researching and sifting through information. Samyutha believes this is the next big area for which AI can help.

She says, “Being able to take super lengthy pieces of content, feed them into Jasper’s Content Synthesizer, and have a summary of different viewpoints and pieces of data can help creators form an opinion or perspective that much quicker.”

For example, suppose a marketer needs to convert a multi-page e-book into a blog post. To speed up the process, she pastes the e-book into an AI chatbot and prompts it to list the biggest takeaways.

The AI chatbot analyzes the e-book to identify its key themes, topics, and ideas. After, the marketer uses its output as a rough draft for her blog, making sure to add her own voice and perspective. In the end, she has a new piece of content that took a fraction of the time to create.

Click here to set a Google Calendar Reminder for The State of Generative AI & How It Will Revolutionize Marketing [New Data + Expert Insights], coming May 17, 2023.

3. AI for scaling marketing campaigns.

In an ideal world, there would be a single channel to meet, engage, and convert customers. In reality, marketers need a multi-channel strategy to reach their audience.

Of course, scaling marketing campaigns is no easy feat. As Samyutha puts it, “We often burn all our energy on creating one beautiful, optimized piece of content. But then our distribution falls.”

However, marketers can use AI to build entire marketing campaigns from one piece of content, which they can adapt to different formats and lengths.

For instance, if a marketer creates a YouTube video that she wants to scale into an entire campaign, she can leverage AI to convert the video script into different formats, like a LinkedIn post, Facebook ad, or e-newsletter copy.

Now, she’s able to build a multi-channel strategy instead of relying on a single platform or format. On top of that, it enables her to ramp up her marketing strategically.

Samyutha underlines this point, telling me, “It enables me to truly be a project manager and a strategist, versus someone who is waiting on other people to deliver their end of the bargain.”

4. AI for SEO optimization.

As content creators, we want our work to be seen by as many people as possible. One way to get there is by optimizing for SEO.

However, not everyone is an expert in technical SEO. For Samyutha, this is where AI can really shine.

She says, “I’m not someone that grew up in the discipline of content marketing, and I never had a tool to help me with the technical aspect of SEO. That’s where Jasper comes into play. It can help content marketers optimize their articles by automating a lot of SEO tasks.”

For instance, an AI chatbot can write content around certain keywords, as well as suggest the best headers, meta tags, and descriptions to improve click-through rates.

But AI doesn’t end at optimization — it can also work as an editor during the final stages of writing. Tools like Jasper and Grammarly can detect wordiness, offer alternative phrases, and improve readability. The result? SEO-optimized content that people enjoy reading.

The Pitfalls to Avoid When Implementing Generative AI Into Your Processes

1. Removing creators from the creation process.

“When incorporating generative AI, the worst thing you can do is remove someone with a strong creative or editorial eye,” cautions Samyutha.

At first glance, AI-written content may look perfect. Yet, many human elements — like humor, empathy, perspective, and cultural context — could be missing. On top of that, generative AI operates with limited data, so the information it collects could be irrelevant, outdated, or even biased.

Ultimately, marketers should use AI for the first draft — not the last. AI can lay the groundwork, but you still need to elevate this content with your unique personality or perspective.

2. Recreating the wheel.

Every marketing team has a different strategy for creating content. As a result, your approach to AI — and how you choose to implement it — is unique to your team.

While AI is exciting and new, Samyutha recommends the “less is more” approach when adding it to your workflow.

She tells me, “When it comes to integrating AI, a lot of teams feel pressure to recreate the wheel. However, you don’t have to build all your processes around generative AI. Instead, incorporate AI into your existing processes that already work well.”

For example, a marketing team may have an effective content distribution process, but it could be improved by automating some tasks with AI — like scheduling social media posts and reformatting content for different channels.

With this approach, your marketing strategy isn’t dependent on AI. Instead, it’s improved by it.

3. Raising content demands too quickly.

As AI continues to speed up the creation process, it’s important to have guardrails in place to maintain quality.

Samyutha says, “We have multiple processes built to check our work, and that doesn’t go away because Jasper’s in the picture. If anything, that chain link of feedback is strengthened so we can catch things like inaccuracies or mistakes.”

She continues, “It’s not about creating content as quickly as you can. It’s about effectively incorporating another piece of technology into your existing workflow.”

As marketers, we’re always seeking ways to stay ahead of the curve and embrace new technology to help us do our jobs more effectively. AI could be the next big opportunity to uplevel our work. But, as Samyutha points out, it’s important to be realistic with this technology.

Ultimately, it’s about knowing when to push this technology into your workflow — and when to pull back. With this approach, marketers can effectively incorporate AI into their strategies for maximum impact.

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Whether you’re looking to increase revenue, sign-ups, social shares, or engagement, A/B testing and optimization can help you get there.

But for many marketers out there, the tough part about A/B testing is often finding the right test to drive the biggest impact — especially when you’re just getting started. So, what’s the recipe for high-impact success?

Truthfully, there is no one-size-fits-all recipe. What works for one business won’t work for another — and finding the right metrics and timing to test can be a tough problem to solve. That’s why you need inspiration from A/B testing examples.

In this post, let’s review how a hypothesis will get you started with your testing, and check out excellent examples from real businesses using A/B testing. While the same tests may not get you the same results, they can help you run creative tests of your own.

A/B Testing Hypothesis Examples

A hypothesis can make or break your experiment, especially when it comes to A/B testing. When creating your hypothesis, you want to make sure that it’s:

Focused on one specific problem you want to solve or understand
Able to be proven or disproven
Focused on making an impact (bringing higher conversion rates, lower bounce rate, etc.)

When creating a hypothesis, following the “If, then” structure can be helpful, where if you changed a specific variable, then a particular result would happen.

Here are some examples of what that would look like in an A/B testing hypothesis:

Shortening contact submission forms to only contain required fields would increase the number of sign-ups.
Changing the call-to-action text from “Download now” to “Download this free guide” would increase the number of downloads.
Reducing the frequency of mobile app notifications from five times per day to two times per day will increase mobile app retention rates.
Using featured images that are more contextually related to our blog posts will contribute to a lower bounce rate.
Greeting customers by name in emails will increase the total number of clicks.

Let’s go over some real-life examples of A/B testing to prepare you for your own.

A/B Testing Examples

Website A/B Testing Examples

1. HubSpot Academy’s Homepage Hero Image

Most websites have a homepage hero image that inspires users to engage and spend more time on the site. This A/B testing example shows how hero image changes can impact user behavior and conversions.

Problem

Based on previous data, HubSpot Academy found that out of more than 55,000 page views, only .9% of those users were watching the video on the homepage. Of those viewers, almost 50% watched the full video.

Chat transcripts also highlighted the need for clearer messaging for this useful and free resource.

That’s why the HubSpot team decided to test how clear value propositions could improve user engagement and delight.

A/B Test Method

HubSpot used three variants for this test, using HubSpot Academy conversion rate (CVR) as the primary metric. Secondary metrics included CTA clicks and engagement.

Variant A was the control.

For variant B, the team added more vibrant images and colorful text and shapes. It also included an animated “typing” headline.

Variant C also added color and movement, as well as animated images on the right-hand side of the page.

Results

As a result, HubSpot found that variant B outperformed the control by 6%. In contrast, variant C underperformed the control by 1%. From those numbers, HubSpot was able to project that using variant B would lead to about 375 more sign ups each month.

2. FSAstore.com’s Site Navigation

Every marketer will have to focus on conversion at some point. But building a website that converts is tough.

Problem

FSAstore.com is an ecommerce company supplying home goods for Americans with a flexible spending account.

This useful site could help the 35 million+ customers that have an FSA. But the website funnel was overwhelming. It had too many options, especially on category pages. The team felt that customers weren’t making purchases because of that issue.

A/B Test Method

To figure out how to appeal to its customers, this company tested a simplified version of its website. The current site included an information-packed subheader in the site navigation.

To test the hypothesis, this A/B testing example compared the current site to an update without the subheader.

Results

This update showed a clear boost in conversions and FSAstore.com saw a 53.8% increase in revenue per visitor.

3. Expoze’s Web Page Background

The visuals on your web page are important because they help users decide whether they want to spend more time on your site.

In this A/B testing example, Expoze.io decided to test the background on its homepage.

Problem

The website home page was difficult for some users to read because of low contrast. The team also needed to figure out how to improve page navigation while still representing the brand.

A/B Test Method

First, the team did some research and created several different designs. The goals of the redesign were to improve the visuals and increase attention to specific sections of the home page, like the video thumbnail.

They used AI-generated eye tracking as they designed to find the best designs before A/B testing. Then they ran an A/B heatmap test to see whether the new or current design got the most attention from visitors.

Results

The new design showed a big increase in attention, with version B bringing over 40% more attention to the desired sections of the home page.

This design change also brought a 25% increase in CTA clicks. The team believes this is due to the added contrast on the page bringing more attention to the CTA button, which was not changed.

4. Thrive Themes’ Sales Page Optimization

Many landing pages showcase testimonials. That’s valuable content and it can boost conversion.

That’s why Thrive Themes decided to test a new feature on its landing pages — customer testimonials.

Problem

In the control, Thrive Themes had been using a banner that highlighted product features, but not how customers felt about the product.

The team decided to test whether adding testimonials to a sales landing page could improve conversion rates.

A/B Test Method

In this A/B test example, the team ran a 6-week test with the control against an updated landing page with testimonials.

Results

This change netted a 13% increase in sales. The control page had a 2.2% conversion rate, but the new variant showed a 2.75% conversion rate.

Email A/B Testing Examples

5. HubSpot’s Email Subscriber Experience

Getting users to engage with email isn’t an easy task. That’s why HubSpot decided to A/B test how alignment impacts CTA clicks.

Problem

HubSpot decided to change text alignment in the weekly emails for subscribers to improve the user experience. Ideally, this improved experience would result in a higher click rate.

A/B Test Method

For the control, HubSpot sent centered email text to users.

For variant B, HubSpot sent emails with left-justified text.

Results

HubSpot found that emails with left-aligned text got fewer clicks than the control. And of the total left-justified emails sent, less than 25% got more clicks than the control.

6. Neurogan’s Deal Promotion

Making the most of email promotion is important for any company, especially those in competitive industries.

This example uses the power of current customers for increasing email engagement.

Problem

Neurogan wasn’t always offering the right content to its audience and it was having a hard time competing with a flood of other new brands.

A/B Test Method

An email agency audited this brand’s email marketing, then focused efforts on segmentation. This A/B testing example starts with creating product-specific offers. Then, this team used testing to figure out which deals were best for each audience.

Results

These changes brought higher revenue for promotions and higher click rates. It also led to a new workflow with a 37% average open rate and a click rate of 3.85%.

For more on how to run A/B testing for your campaigns, check out this free A/B testing kit.

Social Media A/B Testing Examples

7. Vestiaire’s TikTok Awareness Campaign

A/B testing examples like the one below can help you think creatively about what to test and when. This is extra helpful if your business is working with influencers and doesn’t want to impact their process while working toward business goals.

Problem

Fashion brand Vestaire wanted help growing the brand on TikTok. It was also hoping to increase awareness with Gen Z audiences for its new direct shopping feature.

A/B Test Method

Vestaire’s influencer marketing agency asked eight influencers to create content with specific CTAs to meet the brand’s goals. Each influencer had extensive creative freedom and created a range of different social media posts.

Then, the agency used A/B testing to choose the best-performing content and promoted this content with paid advertising.

Results

This testing example generated over 4,000 installs. It also decreased the cost per install by 50% compared to the brand’s existing presence on Instagram and YouTube.

8. Underoutfit’s Promotion of User-Generated Content on Facebook

Paid advertising is getting more expensive, and clickthrough rates decreased through the end of 2022.

To make the most of social ad spend, marketers are using A/B testing to improve ad performance. This approach helps them test creative content before launching paid ad campaigns, like in the examples below.

Problem

Underoutfit wanted to increase brand awareness on Facebook.

A/B Test Method

To meet this goal, it decided to try adding branded user-generated content. This brand worked with an agency and several creators to create branded content to drive conversion.

Then, Underoutfit ran split testing between product ads and the same ads combined with the new branded content ads. Both groups in the split test contained key marketing messages and clear CTA copy.

The brand and agency also worked with Meta Creative Shop to make sure the videos met best practice standards.

Results

The test showed impressive results for the branded content variant, including a 47% higher clickthrough rate and 28% higher return on ad spend.

9. Databricks’ Ad Performance on LinkedIn

Pivoting to a new strategy quickly can be difficult for organizations. This A/B testing example shows how you can use split testing to figure out the best new approach to a problem.

Problem

Databricks, a cloud software tool, needed to raise awareness for an event that was shifting from in-person to online.

A/B Test Method

To connect with a large group of new people in a personalized way, the team decided to create a LinkedIn Message Ads campaign. To make sure the messages were effective, it used A/B testing to tweak the subject line and message copy.

Results

The third variant of the copy featured a hyperlink in the first sentence of the invitation. Compared to the other two variants, this version got nearly twice as many clicks and conversions.

Mobile A/B Testing Example

7. HubSpot’s Mobile Calls-to-Action

On this blog, you’ll notice anchor text in the introduction, a graphic CTA at the bottom, and a slide-in CTA when you scroll through the post. Once you click on one of these offers, you’ll land on a content offer page.

While many users access these offers from a desktop or laptop computer, many others plan to download these offers to mobile devices.

Problem

But on mobile, users weren’t finding the CTA buttons as quickly as they could on a computer. That’s why HubSpot tested mobile design changes to improve the user experience.

Previous A/B tests revealed that HubSpot’s mobile audience was 27% less likely to click through to download an offer. Also, less than 75% of mobile users were scrolling down far enough to see the CTA button.

A/B Test Method

So, HubSpot decided to test different versions of the offer page CTA, using conversion rate (CVR) as the primary metric. For secondary metrics, the team measured CTA clicks for each CTA, as well as engagement.

HubSpot used four variants for this test.

For variant A, the control, the traditional placement of CTAs remained unchanged.

For variant B, the team redesigned the hero image and added a sticky CTA bar.

For variant C, the redesigned hero was the only change.

For variant D, the team redesigned the hero image and repositioned the slider.

Results

All variants outperformed the control for the primary metric, CVR. Variant C saw a 10% increase, variant B saw a 9% increase, and variant D saw an 8% increase.

From those numbers, HubSpot was able to project that using variant C on mobile would lead to about 1,400 more content leads and almost 5,700 more form submissions each month.

11. Hospitality.net’s Mobile Booking

Businesses need to keep up with quick shifts in mobile devices to create a consistently strong customer experience.

A/B testing examples like the one below can help your business streamline this process.

Problem

Hospitality.net offered both simplified and dynamic mobile booking experiences. The simplified experience showed a limited number of available dates and the design is for smaller screens. The dynamic experience is for the larger mobile device screens. It shows a wider range of dates and prices.

But the brand wasn’t sure which mobile optimization strategy would be better for conversion.

A/B Test Method

This brand believed that customers would prefer the dynamic experience and that it would get more conversions. But it chose to test these ideas with a simple A/B test. Over 34 days, it sent half of the mobile visitors to the simplified mobile experience, and half to the dynamic experience, with over 100,000 visitors total.

Results

This A/B testing example showed a 33% improvement in conversion. It also helped confirm the brand’s educated guesses about mobile booking preferences.

A/B Testing Takeaways for Marketers

A lot of different factors can go into A/B testing, depending on your business needs. But there are a few key things to keep in mind:

Every A/B test should start with a hypothesis focused on one specific problem that you can test.
Make sure you’re testing a control variable (your original version) and a treatment variable (a new version that you think will perform better).
You can test various things, like landing pages, CTAs, emails, or mobile app designs.
The best way to understand if your results mean something is to figure out the statistical significance of your test.
There are a variety of goals to focus on for A/B testing (increased site traffic, lower bounce rates, etc.), but you should be able to test, support, prove, and disprove your hypothesis.
When testing, make sure you’re splitting your sample groups equally and randomly, so your data is viable and not due to chance.
Take action based on the results you observe.

Start Your Next A/B Test Today

You can see amazing results from the A/B testing examples above. These businesses were able to take action on goals because they started testing. If you want to get great results, you’ve got to get started, too.

Editor’s note: This post was originally published in October 2014 and has been updated for comprehensiveness.