Using buyer personas to adjust Facebook ads

Facebook isn't just a social platform anymore. Even though the vast majority of users come to Facebook to keep up to date with news from friends, advertisers are finding in Facebook a real revenue stream and a platform to mine for more accurate data about their ideal customers. Around this time last year, I was struggling to use Google Analytics APIs and Google Sheets to identify user profiles for one of my top clients. This process was both tedious and time-consuming, but there was no alternative to doing it manually. I was basically making user personas by hand, and once I had established this user profile service, other customers began requesting it. By presenting it to them in my portfolio I found out just how little most companies actually knew about their user profiles and the invaluable data they provide. From a marketing perspective, most companies can’t afford not to know this information. These personas can dramatically improve ad performance because they’re based on accurate, useful consumer data. Littledata is committed to automating the most time-consuming parts of your day, so we started work on a Buyer Personas algorithm. The resulting Buyer Personas feature shows you which type of customer, on which type of marketing channel, is most likely to convert -- so you can spend smarter, not just more, on Facebook ad campaigns. Here's how to use those personas to get higher ROI on Facebook. Why it can be difficult to improve Facebook ad performance The first question you ask yourself when setting up a new ad campaign is: Who is the target audience? It seems simple, but companies often struggle to come up with an answer. I faced the same problem when I was working with Pufushop and was asked to help them set up a new Facebook ad campaign. I've set up many campaigns on Facebook, but usually the website has had a target audience in mind or the site had installed a Facebook Pixel so long ago that I could have found this out from Facebook Analytics. But for this particular project I needed to find the target audience based only on Google Analytics data. If you've read any of my blog posts you know that "feeling" is not a metric for me. We all know that Facebook and Google Analytics have different ways to define demographics and interests. And that’s okay, sometimes it’s even beneficial. On one side we have Facebook's audience definition, which is sourced from how users self-identify in their profiles and also what content they interact with. On the other hand, we have the Google Analytics audience definition, which is based on presumptions about user behaviour and less rooted in user-generated data. I created the Buyer Personas profile below directly in the Littledata app. Our algorithms generate accurate personas based on your conversion goals and ecommerce setup, broken down by specific marketing channel (in this case, Facebook ads). Using our Buyer Personas feature I was able to find out the demographics and interests of Pufushop buyers -- in under 3 minutes. That persona is the result of tens of automated permutations. Note that this sample website has relatively low volumes, so four user characteristics stand out. For higher-volume sites, more categories appear automatically. Creating effective Facebook Ads from Buyer Personas Once I had the required data, I was ready to start my campaign. Here is a step-by-step guide on how you can set up a Facebook ad campaign based on your Buyer Personas. Go to your Ads Manager in Facebook and click on "Create" to start a new campaign In my case, I used a catalog sale because the campaign was promoting some items that were sold out and all of my products were part of a Collection and had the same target audience. Once I've chosen the catalog for the products and added the campaign name, I can click "Continue" and move on to the next step. Define the Ad set and the audience I found out using Littledata's Buyer Personas that my highest conversion rate is with users from Oradea, who are bargain-hunting females aged 21 to 30, have their browser set up in Romanian, and like to shop on Monday evenings. So I will set up that exact same audience for this ad set. Using all this insight as well as my specific need to present a 5-day sale with a minimal budget, I've successfully set up an audience that should convert at a higher rate. I click ‘Continue’ and on the next screen I add the creatives for the advertisement (image and text) and then, just like that, I’m done. To top it all off, this discovery and set up was done in less than an hour! The many uses of Buyer Personas As you get to know Buyer Personas, you can also use them to: Create new campaigns when you're running on a low budget Narrow down your audience based on specific factors Reduce the frequency of your ads by choosing the best hour to deliver them Create a better re-marketing strategy by knowing when your abandoned carts are more likely to be converted into purchases Run territorial marketing campaigns, taking into consideration the interest and potential of each area Plus many more insights and discoveries to dramatically improve your conversion rate (doing something unique? Let us know!) At first glance a buyer persona like the sample above may seem to be only "four lines in a table," but if you look beyond the text you’ll start to really understand how users from a specific category interact with your website. And once you use your Buyer Personas to adjust and customize your Facebook ads, you'll come to the same conclusion I did: "This is so obvious, how did I miss it?" Facebook campaign reporting in Littledata If you're advertising on Facebook and want to see how your Facebook efforts are paying out, check out Littledata's Social traffic pack. The pack pulls from your Google Analytics data to create automated reports on social traffic and top-performing campaigns. Included in the pack are reports that will show you landing pages for untagged traffic from social networks, an overview of traffic from social media sources, and top campaigns from social networks that help you monitor your campaigns, enabling you to track how your traffic is being split between social channels. We've also recently launched a Facebook cost import feature (more details coming soon). The feature links your Facebook data with Google Analytics so that you can ensure accurate tracking of your Facebook Ads spend -- yet another way that Littledata helps you make informed, data-driven decisions. How are you using Buyer Personas and Facebook Ads? Leave a comment below! The buyer personas data in this blog post has been modified for illustrative purposes.

2018-03-28

Introducing Buyer Personas

This week we're excited to introduce Buyer Personas, a game-changing new feature for marketers and ecommerce teams that are serious about hacking growth at a major scale. Do you know which types of customers are most likely to convert? Gathering customer data is one thing, but turning it into actionable insights is another. We've found that Littledata users are often struggling to find the exact differences between web visitors that buy and those that don't buy, especially when it comes to particular marketing channels. Littledata's new Buyer Personas feature automatically generates user personas based on your particular Google Analytics ecommerce setup or conversion goals, making it easier than ever to target your marketing and on-site content at those shoppers most likely to engage, convert, and grow with your online business in the long term. For example, if you know that users who arrive on your site on the weekend, in the afternoon are more likely to buy, then you should allocate more of your budget to those times. Or if users on tablets are most likely to convert, then target campaigns and ad formats most relevant for that screen size. Accurate Data If you have a decent Google Analytics setup it is possible to look at how different attributes of the user (age, browsing device, time of visit, etc.) affect their likelihood of converting. The better the data setup for your 'people analytics', the more detailed the report can be – when's the last time you audited your website's Google Analytics setup? Buyers or Users? We’re calling the new feature Buyer Personas since this is often requested by retail customers, but it is equally relevant if you have another conversion goal (eg. registrations, event bookings). In all of these cases, your customers are essentially 'buying in' to your product or service. You can switch the conversion metric at the bottom of the Buyer Personas page in the app. Marketing Channels Buyer personas give you actionable insights on particular channels, such as paid search, while also improving your overall understanding of your ideal customer base. The feedback is split out by channel so you can action it more easily: how you would re-organise your paid search marketing is very different to how you re-target your email marketing, but both are needed. The reality is that most smaller websites won’t have any of the ideal people of their site. We are not saying that only that exact profile will convert but that, by targeting the marketing on those who convert most easily, you can improve your return on investment. Pick the category with the biggest potential audience first. The first iteration of the new feature is live in the app this week. We look forward to hearing your feedback! Note that to generate Buyer Personas, you will need an active conversion goal or ecommerce tracking setup, and a minimum of 50 conversions in the previous month. Don't have a Littledata account yet? Sign up today to fix your Google Analytics setup for free and start generating buyer personas.

2017-07-04

How to quickly build user personas for PPC campaigns

Buyer personas. User personas. PPC personas. Are these just marketing buzzwords? Do they mean months of planning before you can even begin your PPC campaigns? The answer to both questions is a straightforward no. 'User personas' don't require months of extra work to build, and they aren't just another marketing buzzword. If you follow my suggestions below, you can quickly create personas to help target and optimise your next PPC campaign. Start with brainstorming Brainstorming should come at the very beginning of your process. What do you already know about your audience? This can be old-school brainstorming with a pen and paper, or a more business-like approach with a whiteboard in your conference room. If you do this with a team, hand out some Post-it notes for jotting down ideas. The Post-it notes approach makes it very easy to move your notes around and begin grouping by identified themes. Quickly create simple personas The key here is simplicity.  There is great content out there on creating more complex personas, by using a resource such as Hubspot’s 100 Questions. For the simple approach, I look at three areas to kick things off. Describe the audience by their demographics: gender, location, age, parental status, income, etc.. Identify the biggest problems they want to solve. If you are unsure how to define this one, start with 'I want' or 'I need' to put yourself in the position of your audience. For example, as a marketer, my ongoing problems include automating mundane tasks and creating simple personas. Ask how your offering specifically solves the identified problems. When it comes to creating personas, Littledata can help by automatically building personas with existing Google Analytics data. With this information, create a very short narrative with the key descriptors and needs of each identified persona. Find the perfect image Do this after you finish the above steps. You do not want to start with image and then create a persona to look like that person. (There’s some great discussion on that on UX Mastery). One step I often recommend is to look at images of people in existing marketing materials to see if they represent the personas created from this exercise. Digital tools to help you create user personas After you do some brainstorming and jot down initial notes about personas, you can next turn to digital tools to help you. MakeMyPersona.com is aptly named because it helps you do just that.  It is a way to organize some of the thoughts that came up in the earlier steps. Those in the B2B market can try Up Close & Persona. It meets my criteria of simple and takes you through questions that help you think of appropriate messaging for your audience. However, some of the questions have only a few preset answers so I would not start this tool. It could box you into narrow thinking. Littledata’s buyer personas feature helps you identify the website visitors that are most likely to convert.  We know that Google Analytics does not do all the work for us, but there is a lot of data available for analysis. Compare these findings to what was uncovered during brainstorming. Develop your PPC campaign around the user persona Take your 'I want' and 'I need' statements and pull out some of those phrases as keywords. When it comes to choosing PPC keywords, stay away from your corporate lingo, and instead think about how your prospects talk about you. These keywords will help you match your message to each persona. Is your persona trendy with a sense of humor? Maybe you will get a little snarky with your messaging.  Is the need something serious, such as a health issue? Stay away from the snark and instead be really clear about your benefits. Create an offer that matches the persona. An intellectual, highly educated executive may take the time to download and read your white paper. A busy single parent with four young kids wants a solution. And wants it quickly. Segment personas by channel. I like Littledata's buyer personas because they let you see how to adjust your ad spend based on specific marketing channels beyond Paid Search. PPC is not the only place to reach your audience. You will - hopefully - have a multi-channel approach and need to understand Organic Search, Email, Referral, and Social in addition to PPC. Unless you have an unlimited marketing budget, you may not be able to reach every persona and on every channel. One consideration for your PPC spend is to focus on the longer tail or brand name keywords. This is definitely a smaller audience, but it will capture people further down the funnel who are more likely to buy. What to do next I hope that you find this simplified approach to developing personas useful in kicking of the next stage of your digital marketing! My goal is to provide steps for you to take action and not get bogged down by the prospect of developing personas before kicking off a campaign. You may want to refine this approach over time, but the important thing is to get started now. Even with the best planning, you may find some surprises in your campaigns after you get started which is why I always watch new campaigns closely, especially in those first few days. Monitor your performance by channels in Google Analytics and be prepared to adjust your ad spend. Your ROI will vary by offer and user persona, so focus on actionable analytics from this wealth of data to make the right decisions for your particular business.   Want to know more? Get in touch with Tina's agency, 360 Internet Strategy, and follow her on LinkedIn.

2018-03-15

Our top 5 posts from 2018

Happy new year! With a lot of big things on the way for Littledata this year, including new Connections to automate analytics for an even wider range of popular ecommerce apps and platforms, we wanted to take a moment to look back on the posts you found most useful with our current feature set. Last year we reviewed our top posts from 2017 and found that the focus -- not surprisingly -- was on Shopify and Google Analytics. This time around, our most-read and most-shared posts have really honed in on individual features and connections, especially for larger stores using one of our enterprise plans for full account management and unlimited automation. Interestingly, 4 out of the 5 top posts have a title in the form of a question. Perhaps a sign of 'plugged-in' (ie distracted) readers looking for a sense of engagement? 1. What's the real ROI on your Facebook Ads? For the past decade Facebook’s revenue growth has been relentless, driven by a switch from TV advertising and online banners to a platform seen as more targetable and measurable. When it comes to Facebook Ads, marketers are drawn to messaging about a strong return on investment. But are you measuring that return correctly? 2. Why don't my transactions in Google Analytics match those in Shopify? If we had a nickel for every time we hear this question! In this popular post, our partner manager breaks down common reasons for ecommerce data inaccuracy between Shopify and GA, and takes a look at how to fix those issues automatically. Find out the top 6 reasons for inaccuracy, including some orders never being recorded in Google Analytics! 3. New help center articles on Shopify tracking and ReCharge integration With detailed new articles on Shopify tracking and how our ReCharge integration works, the new Littledata Help Center quickly became a go-to resource for current customers and ecommerce managers this past year. Even before they become customers, many ecommerce industry folks are using the help center to get a clearer view of how to use Google Analytics effectively. We're happy to help! 4. Are you looking at the wrong Black Friday metrics? Paying attention to the right ecommerce metrics can help you establish the best customer base and shopping experience for long-term growth. But many retailers still focus only on the most popular metrics — especially during the online shopping craze of Black Friday and Cyber Monday (#BFCM). Over the next few weeks ecommerce managers will be obsessing over data, but which stats are the most important? Two popular metrics — ecommerce conversion rate and average time on site — may be misleading, so in this post our CEO recommends looking instead at longer-term benchmarks. 5. Average order value benchmarks 2018: how do you compare? Increasing average order value usually has a dramatic impact on profits and ROI from marketing spend. It is also a gift that keeps on giving, as optimisation in this area is something that can deliver ongoing results over the long term. The holiday shopping period in 2018 had us obsessed with one of our favourite ecommerce metrics: average order value (AOV). How does your site compare? This popular post includes a new infographic that breaks down the stats, using our set of private benchmark data about the ecommerce industry.  

by Ari
2019-01-08

Is it worth attending that ecommerce conference?

Ecommerce conference season is upon us. In the past few weeks, the Littledata team was at Shop.org in Las Vegas, Paris Retail Week, and the Google Expert Summit in Waterloo, Canada -- three very different events in three rather different countries. Then we also hit up Agile Cambridge and Technology for Marketing in the UK, the UPRISE fest in Dublin, TechDay LA in sunny Los Angeles and the BigCommerce partner summit in Austin. And while we unfortunately couldn't make ReCharge's Recur event for the subscription industry, or Hawke Media's Hawkefest, the ultimate anti-conference, many of our partners and merchants were there and had awesome things to say. But wait a second. Slow down! With so many exciting events to potentially attend during what is already one of the busiest times of year for those of us in the industry (Black Friday is just around the corner from a marketer's perspective), how do you choose? Is that conference you've been debating attending really worth it? If we've learned anything... Over the years I've had a mixed experience with conferences. But with Littledata we've found a good rhythm. Of course it helps that we're on the cutting edge of new technology, actually using AI and machine learning as opposed to just talking about it, and that we already have major customers around the world, even though we're technically still a 'startup'. This gives us a wide range of high-quality speaking and learning opportunities. But at the same time our productive conference experiences haven't happened by accident, whether for ecommerce or general tech events. We've found such a good conference rhythm -- a dance that produces a consistently high ROI on in-person events -- by looking closely at our own data on a quarterly and yearly basis. Our strategy is always evolving, but some stats have been consistent. For example, we discovered that at the right events: Though we don't necessarily have a higher win rate for enterprise leads from conferences, the sales cycle is condensed, on average 3x faster from meeting to close. This saves our sales team valuable time chasing down leads, and also helps us improve our product, pitches and processes at a faster rate. Agencies we meet in person are 4x more likely to refer us a customer within the next 30 days -- even if we never did a formal product demo. What's your company's take on conferences? Here are a few insights that might help you get more out of the conference experience, whether that means big tech industry events or smaller, focused meetups. There is no such thing as a must-attend conference The great irony with ecommerce conferences is that they tend to be scheduled at what are already busy times for those of us in the industry. Whether it's the shows we attended these past 6 weeks that overlapped with everyone getting back to work after summer holidays, or European standbys like NetComm Suisse's later fall events and One to One in Monaco every March, right after SXSW in Austin, it's either an embarrassment of riches or -- depending on your perspective -- a really confusing hodge podge of hard-to-classify opportunities. There are simply too many choices, and it's especially hard to decide whether to attend a tech conference or meetup if your company has never attended that particular show before. One thing I love about our industry is that merchants (stores and ecommerce managers) and vendors (apps, platforms, consultants, designers and agencies) are all in the same boat. In short, we have no time for BS. We want events that focus on real information, emerging technologies and human connection. So how do you decide? First things first, make your own list. There are a ton of blog posts out there about 'must attend' conferences, those 'not to miss'. Give me a break! Every business is unique, and you're only as viable as your buyer personas. So make a list of conferences, events and meetups that might help connect you with your prime customers and best partners. Brainstorm, look online, ask around. Make your own list and plan to review every quarter. Then once you've made that list, on paper or Trello or however you work best, go through the following checklist with as many members of your team as possible, especially if you can bring in decision makers from both Product and Marketing. A simple checklist When deciding if you should attend a conference for the first or second time, it's useful to have a checklist for quick, consistent analysis. The checklist I use is deceptively simple. It has only 5 indicators. Would one significant sale pay for itself in terms of customer acquisition cost (CAC)? If the conference did work out, is it something you would attend every year? Would it be the right place for you to speak, either now or in the future? Is this your scene, your community? Are there companies, merchants, agencies, vendors etc. attending whom you wouldn't see any other time this year? (Even just one counts, if sufficiently high-value.) In short, if you can tick all five boxes then you should attend the conference. If you can only tick four, it's probably worth attending but needs more debate. If this is the case, then considering point number one in detail -- looking at your current LTV/CAC ratio and considering how the conference could help improve or at least maintain it -- is essential. For ecommerce tech companies like our own, this generally means one big sale or partnership. For ecommerce sites it can also take the form of discovering new tech (like Littledata, Klickly or ReCharge) that will help increase sales and marketing ROI. If you can tick all five boxes then you should definitely attend the conference The checklist works even if you've already attended the conference in the past. Just consider point two already covered and proven! If you're in the ecommerce space, definitely consider platform-specific conferences. Shopify and Magento have regular events and meetups around the world, and word on the street is that BigCommerce will be really ramping up their local partner events in 2019. Shopify Unite has consistently been that rare conference that ticks all the boxes for us here at Littledata, but that doesn't mean we're ignoring others that only tick four. We've cast our net wide (using the checklist of course) and are still seeing results. If you want to get a head start on conference browsing for next year,  Veeqo has created a calendar of best worldwide ecommerce conferences for 2019. Across the board remember this: success at a conference almost never comes in the form of expected outcomes. Yes, the best outcomes will be aligned with your sales and marketing goals, but sometime the biggest benefits will not be clear for 3, 6 or even 12 months down the line. That's why we do quarterly and yearly reviews of all in-person activities, from networking events to large conferences. I suggest you do the same. Most importantly, have fun! Gone are the days of boring trade shows. Show up. Make connections. And if we're there too, come say hi! Maybe nobody can make analytics sexy, but we at least promise to make them useful. And usefulness is a good place to start...

by Ari
2018-10-23

New help center articles on Shopify tracking and ReCharge integration

We recently launched the Littledata Help Center to make it easier for customers to find the most relevant answers to their analytics questions. You can think of it as the more formal, technically-minded cousin of our popular analytics blog (which you're reading right now). With detailed new articles on Shopify tracking and how our ReCharge integration works, the Littledata Help Center is a go-to resource for current customers and ecommerce managers looking for a clearer view of how to use Google Analytics effectively. About our Help Center Like many startups, we began by using our blog as the main support resource, with articles on everything from Google Analytics to GDPR. Yet as we've grown, so have the number of setup guides and technical details we feel we should provide for a seamless user experience. In short, our support articles have outgrown the blog! Not to worry, blog fans. The blog will continue to be a resource for anyone interested in ecommerce analytics. We've been honoured at all the industry attention our blog has received, and we look forward to growing both resources side-by-side in the coming years. Shopify tracking Until you know what to look for, choosing the right Shopify reporting app can seem like a daunting process. There are a number of apps that are good at tracking just one thing, or helping you visualise some of the tracking you already have set up. Littledata's Shopify app is different. It's become especially popular with Shopify Plus stores and medium-sized Shopify sites on the enterprise growth path because it fixes your tracking and provides a full optimisation suite, including automated reports, benchmarks and buyer personas, to help optimise for dramatically higher revenue and conversions. New support articles help break down how this all-in-one solution works, including what you can track with our Shopify reporting app and setup guides for basic and custom installations. ReCharge integration Advanced Google Analytics integration for stores using ReCharge is one of our most popular integrations. It's a streamlined way to get accurate subscription analytics, including marketing attribution and LTV reporting. New support articles break down how ReCharge integration works with Littledata. You'll find guides on everything from how to check if the integration is working, to FAQs and more technical articles about tracking first-time versus recurring payments with GA views. We hope you take full advantage of Littledata's Help Center. Of course, you can always reach out to our support team directly from the Intercom popups on our blog, public site and app. We're available Monday to Friday in time zones around the world. Don't hesitate to get in touch, and remember -- your success is our success!

2018-08-21

Intro to the Littledata app (VIDEO)

How does the Littledata app work? It's magic! Or at least it feels that way. This new video gives a quick overview of how it all fits together. Our ecommerce analytics app is the only one on the planet to both fix your tracking and automate reporting. Our customers see dramatic growth, from higher add-to-cart rates to better return on paid search. But what happens first, and what happens next? If you're an ecommerce marketer using Google Analytics, Littledata will make your job a whole lot easier. The process breaks down to four core steps, which you can repeat as often as you'd like. First you connect your analytics account, marketing channels like Google AdWords and Facebook Ads, and website data from tools like Shopify, ReCharge and CartHook. (And yes, we'll help you comply with GDPR). Then you use the Littledata app to audit your analytics setup and fix your tracking. Shopify stores can fix tracking automatically -- other sites get clear recommendations on what to do. If your goals include higher marketing ROI and increased conversions, the next step is to automate reporting with report packs and a smart dashboard, available directly in the app. And then it's time to optimise revenue with industry benchmarks, enhanced reporting and buyer personas, all built automatically. Sign up today for a free audit of your analytics setup, or book a demo to learn more. A complete picture of your ecommerce business is just around the corner!

by Ari
2018-08-14

CartHook integration for tracking one-page checkouts and upsells

We're excited to announce that Littledata now fully integrates with CartHook. The integration provides automatic tracking for sales from CartHook's one-page checkout and connects that data to marketing channels and shopper behaviour. Littledata -- CartHook integration is the easiest way to get accurate data and smart reporting to improve sales and marketing ROI. All you need is a Shopify store with CartHook Checkout installed (even for just one product) and a Google Analytics account! What is CartHook? CartHook makes it easy for Shopify stores to add customisable one-page checkouts and post purchase one-click upsells. Their intuitive funnel builder lets any store customise the checkout process to increase conversions and decrease abandonment. Features include: Customisable one-page checkout One-click post-purchase upsells, including for subscription products (works great with our ReCharge integration) Product Funnels allow you to send traffic to a pre-loaded checkout page from any landing page Native Shopify integration means no custom coding required! How it works Integrating CartHook with Littledata ensures that all sales activity is tracking correctly in Google Analytics. Littledata weaves together your Shopify and CartHook data and connects it with your marketing channels and campaigns. Why spend developer time on custom scripts and events when you can just activate the integration in a couple of minutes? Benefits of CartHook integration: Sales tracking - Get automatic tracking for sales from CartHook, seamlessly synced with sales made via standard Shopify checkout Marketing attribution - Connect marketing channels and campaigns with shopping cart activity and buyer behaviour Optimisation - Scale the smart way with Littledata's industry-leading optimisation tools, including a personalised dashboard, report packs, benchmarks and buyer personas It's all about accurate data. Littledata's script runs in the background, pulling from CartHook, Shopify, and any other source you've connected to your analytics. If you're an advanced Google Analytics user, you can dig into the improved data collection directly in GA. Read more about why CartHook customers should use Littledata. Setup guide For the Littledata -- CartHook integration to work, you need to have both apps installed for your Shopify store, then connect them by activating the integration. Install CartHook and Littledata Follow these steps to activate the integration Yes, it's that easy! Shopify Plus If you run a larger Shopify store on Shopify Plus, we're here to help you scale. Both Littledata and CartHook offer enterprise plans that include custom setup and a dedicated account manager. Larger stores looking for an enterprise plan or managed services are encouraged to sign up directly and then contact us for a free consultation. If you're a digital agency with multiple customers on Shopify using CartHook, even better! Check out our agency partner program for Shopify experts.

by Ari
2018-07-24

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