A/B Testing 101: The Brief Novice’s Guide to Split Testing for E-Commerce Website Owners

Online operation of a business is, by nature, fueled by a series of multiple choices – from target consumers, to products, presentation, and prices. Given the loads of options, it is imperative to acquire the best tools that can walk you through decisions and help you attain ideal results.

And indeed, it would be nice to trim down the multitude of selections to only two variants.

This is why A/B testing is highly recommended to fledgling online entrepreneurs who are at lost on the possible layout and designs that they can integrate in their business website.

What is A/B testing?

A/B testing, also dubbed as split testing, is the process of creating two web page versions which will be subjected to an experiment participated by consumers. Webmasters will select a particular component and create two different variations. Suppose you chose to test the call to action button, you can craft a couple of version having different color or size, design, and font style.

These two element variations will then be integrated in the original web page, creating what is called as “variants.”

Your page variants will be shown to unsuspecting website visitor. A software or program created for test should be downloaded to split the traffic into two—one leading to variant A and the other towards variant B.

Throughout the testing period, you will have to record the number of clicks, hits, purchases, downloads or subscriptions. These will serve as your metric or basis for performance evaluation. At the end of the test, you are required to make an analysis on how the variants faired up with one another. Based from the raw data, you can assess which of the two versions can help you achieve your goals or provide the best solution to your website’s problems.

The final step would then be the implementation of the design that can bring potential success.

Suffice to say, A/B testing is a marketing tool that studies the behavior of your consumers, their motivation for taking action, priorities, and general interests. As such, entrepreneurs who conduct split testing are more likely to formulate a strategy that is in parallel with the character of their niche.

This is primarily the reason why A/B testing works.

Why does A/B testing work?

It is not too difficult to infer that accurate and appropriate A/B testing can make a colossal different to your “bottom line.” Given that the process involves plethora of controlled tests and generation of trustworthy empirical data, entrepreneurs can make wise decisions on probably marketing strategies that suits your company and products best.

After all, tweaking the websites without prior tests and weighing of consequences is outright ludicrous. As oppose to this, one variation that significantly performs better than the other ensures that the resources you earmarked and your investment would bear highly likable results.

When Split testing is conducted at a regular basis (ideally before updating the site for SEO purposes), you can earn great improvements in your bottom line. The procedure works as it gives you an idea on which decision or action should be made. Everything you do online would therefore have a new meaning and reason – A/B testing provides evidences that can back your choices.

As a result, you can integrate wiser marketing tactics and amass much-needed materials from the outset.

Additional Tips

Data from A/B testing is soundest when you reach statistical significance. This is when your test successfully matured and point to solid a conclusion on which version – A or B – is better. The trick is to check the confidence level from the test: the higher it is, the more accurate your test results are.

It is imperative to attain 95% confidence level in split testing, leaving mere 5% as the chance of basing your decisions on randomly gathered data.

Most importantly, you have to keep in mind that the success of the experiment depends on how well-versed you are in the process. It is therefore important to know the nitty-gritty of it all before plunging into the test. The more you know, the more split testing would work for you.


Ruben Corbo is a freelance writer that writes about technology, gaming, music, and online marketing especially topics about A/B split testing and how to run multivariate tests. Want to learn more about A/B testing? You can find more information on the Maxymiser.com guide to A/B testing. Ruben is also an avid gamer and music composer for short films and other visual arts.

1,200 Replies to “A/B Testing 101: The Brief Novice’s Guide to Split Testing for E-Commerce Website Owners”

  1. Hi Vineet,

    This post is somehow not clear to me.

    I mean how is it possible to dive the pages into different variants? A/B testing may give us freedom to use two different pages but who would Google webmaster will handle it and show to us?

    I would be better if you would let me know properly because it’s my first time that i am reading about this A/B testing.

    I hope you will make it clear to me.:)


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  80. 16/05/2010 – 10:55amHola a todos!! Me acabo de enterar de que el Malaga juega hoy…..yo daba por hecho que el madrid ya habia ganado ese partido por goleada. Y el recibimiento a Cristiano se lo tienen que agradecer en gran parte a la gran M, que culpo al jugador del Malaga de romperse la nariz a proposito…..

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  82. Teli, I’m so sorry this happened to you. I suppose a good reminder to us that anything can happen to anyone at any time. I do need to be better about backing up my websites and my computers! I hope you’re recovering well from the incident. Home invasion is not easy to get out of your head once it’s happened to you. Stay safe.

  83. Hi Tally,My creativity has been quite limited to food, until rather recently. For inspiration, I began perusing the interwebs until I came across your blog–FABULOUS! I’ve literally stalked every one of your archives and your stuff is not only amazing but $$ friendly. Thanks so much for the tutorials and ideas (and I love that you seem to have a niche for felt, my most recent obsession). Happy creating!A new and devoted blog reader and poor college student,Claire

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  85. In my ever busy head……what interchangeable knitting needles to buy, shall I join Weight Watchers yet again,shall I tackle the mountain of dead leaves and palm fronds littering the garden,what will I make for dinner,where have Mr B’s e-mails gone & can he find them and so on ad infinitum!!

  86. #91BC, if possible, I recommend trying to park at an easy exit point. We got there early’ish (545p) so we could park in the Section 13 area. When the show was over we pulled right out and hopped on 3 West no problem. If you get there too late they funnel you all the way in towards the stadium and it will take you an hour to get out. It happened to a few friends on Sunday night.You’re a veteran, I’m sure you know this…

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  89. 169Hey! This is kind of off topic but I need some advice from an established blog. Is it difficult to set up your own blog? I’m not very techincal but I can figure things out pretty quick. I’m thinking about making my own but I’m not sure where to begin. Do you have any ideas or suggestions? With thanks

  90. Man das sieht ja nach Arbeit aus!!!Was genau hast Du vor????Egal was…. es wird bestimmt schick und noch vor Weihnachten fertig????Ich wollte mich mal bedanken, für die tollen Adventskalender-Tipps. Dank Dir haben meine beiden Kleinen und auch mein lieber Mann einen schönen Kalender, der ging schnell und sieht wunderschön aus….Dir frohes schaffen.Grüße aus dem Norden

  91. An intriguing discussion is definitely worth comment. I do think that you ought to write more about this subject matter, it might not be a taboo subject but generally folks don’t talk about such issues. To the next! All the best!!

  92. So true! I have never understood how people can ignore history. Once the “culling” starts oftentimes the same people who called for it become it’s victims. Stalin called such, “useful idiots”. You would think folks would learn their lessons better.February 6, 2012, 11:37 am

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  94. Grazie per la risposta esaustiva, volevo capire se la possibilità di non modificare fosse legata ad aspetti tecnici o strategici. Stando così le cose io opterei per un altra pagina, come suggerisce anche Stefano. E se possibile la vecchia pagina linkerà alla nuova.Attendiamo il responso del maestro Luigi

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  97. Bonsoir Nadji,Il est merveilleux ton dessert ! une réalisation haut de gamme et de grande classe !! je suis conquise et fabuleusement séduite, un tout grand bravo à toi !! superbe et merveilleusement réalisé !Belle fin de journée pour toi, bisesJacqueline

  98. I will send her your way. I am trying to convince a co-worker to do cloth. She was going to use a diaper service. I suggested that she register for diapers and let her family pay for it and she can save $$. Will you be doing gift registry soon?

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  103. oh so thats what tiknikner means, I didn’t knowlav eli, always I love to learn more of our my mother tongue and historynothing get me more excited to learn more about us and our historyPraise to Mukuch and others like himGlory to our ppl, our children, our entertainers, and to our homelandI die for all the children in Hayastan-ARcax-Javaxaqhatkapes mer bari sirtov yerexenner, dzez merrnem eli u verj

  104. jeffreyIk zeg dat al zolang. Misschien omdat de mensen die vrijheid nastreven individualistisch zijn.Links heeft sneller de neiging met elkaar samen te werken, terwijl op rechts word gezegd dat bepaalde partijen weigeren samen te werken. Logisch dat links aan de macht blijft en de dominante kracht is achter het overheidsapparaat.

  105. Hallo Karen, danke für die Hilfe.Ich würde auch mal gerne was drüber schreiben, dass das Ausland über uns lacht… sowas als Argument kommt immer gut, denke ich.Zum Trost: Hier war es gestern auch so kalt, dass ich Kopfschmerzen bekam und geschneit hat es auch. Nur gibt es hier noch ein paar Stunden am Tag Tageslicht…Trotzdem einen schöne Zeit da.Simone Janson

  106. Your information is helpful thanks for sharing.Does anyone have any advise for me, I’ve never moved or done anything unless I absolutely had to. Now I’m wanting to move to the west coast because I want to and frightened to death. Any pointers as to a job search, apartment search. I am hoping to save as much money as I can before moving but I know if I don’t set a date for myself another 10 years will pass.Thx for listening….

  107. I am convinced she was hoping that someone would trip over her so she could sue the store. Give me a break! Who in their right mind would sit on a dirty floor in the middle of a busy store to breast feed their child! She wanted attention, or to just cause trouble. I will most definitely continue to shop at Target. I also agree with what you just wrote. This woman may have made the whole thing up for all we know. I would like to hear from the employee’s that “supposedly” were so rude to her. I’d like to hear their side.

  108. I always thought it would be American History, but last year we studied creation to the Greeks and this year we are studying Rome through the Reformation. I have LOVED teaching (and learning) about history alongside the Bible!

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  111. Musical sequences where they are normally unnecessary were kind of funny at first. However, they have increasingly become a lazy way to kill 4 minutes without actually being funny, and they were much quirkier a decade ago when they weren’t making fucking musicals anymore. Basically the actor gets an ego massage, the writers get a lazy out, and nothing ever tops “Everyone has AIDS” from TEAM AMERICA.

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  113. nem tudom, ki az a "mi", de számomra a gasztronómia egyik legnagyobb szépsége az a szabadság, amivel egy-egy étel elkészítésébe mindenki hozzáadhatja a saját ízlését és fantáziáját. Milyen unalmas és egyszínű lenne a világ, ha mindig minden szigorúan egyforma lenne!

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  115. why does it even matter is she’s a social climber? isn’t that what many people want? luann even said they all try and hang with people in higher social classes. alex doesn’t have to try aand make herself relevant, jill, kelly, and luann all do that for her this season. maybe alex found her voice because she was tired of being picked on by those b*tches.

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  118. “Women? No! Not unless they are elderly women,disabled women, or little girls. Context my dear Grata, context. Of course, as a man, I will always look out for the fairer sex. But please consider the context of what I was saying.”Still in context. Given the abuse the Black woman in America is currently enduring, I would expect her to be on a black man’s list of people needing protection. But, maybe I am expecting too much. Never mind.That child has a mother and God knows what her story is. Again where is the father of this child in all this?

  119. Menos Dr nosso futebol é reconhecido pelos jogadores que jogam no exterior e não pelos clubes,fato!!Duvido que nossos campeonatos sejam assistido no exterior?Aparece um pouquinho apenas na disputa do Mundial Interclubes,pouco tempo depois cai no esquecimento.O Japão se encantou com o corinthias.Conversa para Inglês ver!!

  120. Prezada Letícia Góes,Se existe um contrato assinado, existe um compromisso com de sua mãe com o fornecedor, sendo que, de acordo com previsto no contrato, ela terá que pagar ou devolver a mercadoria. Verifique o que está previsto no Contrato.Mundo Sebrae

  121. Lol- don’t Sky boxes “phone home” in the middle of the night to report, to Sky at least, what you’ve been watching?I’m sure that Sky said they had some pretty different viewing statistics from Barb. Obviously they can’t prove what you are watching (at least not prior to some – probably fairly efficient – analysis), but they can prove what you’re NOT watching…

  122. “Chris,Yes. They really and truly believed they could build a functioning state in Iraq. The irony that there isn’t a functioning state in America totally escaped them.”To some of the more nationalist on the right, foreign projects help them forget that fact. International activism on the right is in part an esape mechanism from their utter defeat at home.

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  125. Андрій Із цієї збірки на мою думку лише три фільми варті уваги – Реальна сталь, Безмежний розум: області темряви , Початковий код.Остальне як на мене на один перегляд і в корзину

  126. Honestly I would stop contact and play hard to get.At the moment he knows you want him and will use this to his advantage. Stopping contact will make him curious and very likely to get in-touch; when he does just stay aloof; for example when he asks why you haven’t been in-touch just say busy; when he asks what with just reply this and that and I would take his lessons if he offers again but keep it all about driving and my bet he will be back in no time.

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  137. 28dI guess your post in praise of the trustee system working and functioning correctly is indicative of just how deeply divided the SBC is these days. It’s all a question of perspective, isn’t it? While this blog and its supporters will celebrate the BOT’s action, readers of Wade’s blog and many others are decrying the unconscionable actions of those who will unscrupulously oust one of their own in an effort to silence dissent (and to do so I might add behind closed doors with a voice vote that allows for further anonymity). The SBC’s future looks bleak from my vantage point.

  138. I usually have Greek yogurt almost every day as a snack. Other faves include cheese slices, apples with peanut or almond butter, cottage cheese, turkey rolls, Kashi crackers/bars, healthy trail mix, sweet potato fries, and parmesan kale chips. Yes, I like snacks haha. And I would love to win those cookbooks!!!

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  148. You are always an inspiraton to me and I LOVE what you have done with NTOOD!! In honor of the day, I hope to spend some time with my wonderful Mother sorting through and enjoying all of the recipes, kitchen utinsels, sewing projects and other items my late Grandmother made with love to be passed down through generations! Oh, and you know where to find me if I win Leslie Baumgartner

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  152. yeah but honestly the fan base and community behind droid is ridiculous right now. There is so much going on in the droid world you wont believe it. I mean when it comes to customization of a phone the droid has it covered.

  153. Peter: sorry aber #fail.Die Mädels sind klasse. Ich hab die neulich hier in Stuttgart live gesehen und die sind weder hippiesk noch dauerfröhlich. Das sind einfach 4 unglaublich gute Musikerinnen die über ihren Erfolg total baff sind. Der Club war zu 200% ausverkauft, so dass ich nach 3 Songs leider raus musste weil ich es nicht mehr ausgehalten hab. Ich kann allen *echten* Musikliebhabern nur ans Herz legen sich das nicht entgehen zu lassen.

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  156. CarlaMonica, mulÅ£umesc mult pentru cuvintele frumoase… chiar îmi pare rău că am scris atât de “pe fugă” despre unul dintre cele mai speciale momente ale anului, din familia mea. Merita să o fac în mult mai mutle cuvinte ÅŸi imagini, însă nu am reuÅŸit. Mi-am promis să mă revanÅŸez cât de curând, pentru că oricum suntem în temă…

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  168. There are so very many interesting towns to make a choice from, by choosing one that you are particularly interested in, you can fill your days with exciting visits to museums, art studios and important sites to help slake your thirst for information. Think it over and outline the good points and bad points of starting on a town vacation, then make the choice that is best for you at the end.

  169. I find that my sitemaps are constantly coming back with errors about not being valid, but I submit them and test them with wc3 and whatever and they seem fine. Only google has a problem with it..I just can’t get around why?

  170. Vocês sãos uns merdas de uns energúmenos e sempre serão. Lutam sempre!?!?!? Só vos vi a levar porrada e depois quietinhos dentro dos autocarros. Caladinhos que nem uns ratos! Que é o que vocês são, cambada. É uma vergonha um país ter estes montes de merda a ocupar uma parte do seu território! Já lhes chamam espanhóis! Deviam era ser deportados como os ciganos em Espanha!!!!