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	<title>Artificial Intelligence &#8211; Innovell &#8211; Digital Marketing Insights</title>
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	<description>Articles and research reports about paid search, retail media, amazon marketing</description>
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		<title>Consumer Unpredictability and Marketing in the 20&#8217;s</title>
		<link>https://www.innovell.com/consumer-unpredictability-and-marketing-in-the-20s/</link>
		
		<dc:creator><![CDATA[Anders Hjorth]]></dc:creator>
		<pubDate>Fri, 09 Apr 2021 07:30:37 +0000</pubDate>
				<category><![CDATA[Digital Marketing I/O]]></category>
		<category><![CDATA[Digital Marketing Report]]></category>
		<category><![CDATA[Disruption]]></category>
		<category><![CDATA[Artificial Intelligence]]></category>
		<category><![CDATA[digital marketing]]></category>
		<guid isPermaLink="false">https://www.innovell.com/?p=2558</guid>

					<description><![CDATA[Have we reached the End of More? Or is it only the End of Cookies? Will Buy Nothing, Fly Shame, Reuse Recycle and the Planet, People, Profit paradigm be trendsetting for the 20ies? The COVID19 pandemic marks a pivot for user behaviour. We are all hopeful that we are currently (spring 2021) seeing the end Learn more]]></description>
										<content:encoded><![CDATA[<p><img decoding="async" loading="lazy" class="alignnone wp-image-2559" src="https://www.innovell.com/wp-content/uploads/2021/04/unpredictable-behaviour-min.png" alt="" width="1250" height="665" srcset="https://www.innovell.com/wp-content/uploads/2021/04/unpredictable-behaviour-min-200x106.png 200w, https://www.innovell.com/wp-content/uploads/2021/04/unpredictable-behaviour-min-300x159.png 300w, https://www.innovell.com/wp-content/uploads/2021/04/unpredictable-behaviour-min-400x213.png 400w, https://www.innovell.com/wp-content/uploads/2021/04/unpredictable-behaviour-min-500x266.png 500w, https://www.innovell.com/wp-content/uploads/2021/04/unpredictable-behaviour-min-600x319.png 600w, https://www.innovell.com/wp-content/uploads/2021/04/unpredictable-behaviour-min-700x372.png 700w, https://www.innovell.com/wp-content/uploads/2021/04/unpredictable-behaviour-min-768x408.png 768w, https://www.innovell.com/wp-content/uploads/2021/04/unpredictable-behaviour-min-800x425.png 800w, https://www.innovell.com/wp-content/uploads/2021/04/unpredictable-behaviour-min-1024x544.png 1024w, https://www.innovell.com/wp-content/uploads/2021/04/unpredictable-behaviour-min-1200x638.png 1200w, https://www.innovell.com/wp-content/uploads/2021/04/unpredictable-behaviour-min-1536x817.png 1536w, https://www.innovell.com/wp-content/uploads/2021/04/unpredictable-behaviour-min.png 1753w" sizes="(max-width: 1250px) 100vw, 1250px" /></p>
<p>Have we reached the End of More? Or is it only the End of Cookies? Will Buy Nothing, Fly Shame, Reuse Recycle and the Planet, People, Profit paradigm be trendsetting for the 20ies?</p>
<p>The COVID19 pandemic marks a pivot for user behaviour. We are all hopeful that we are currently (spring 2021) seeing the end of what seems to have been an endless struggle, a war against an invisible enemy, a challenge to our social patterns. But what about behavioural patterns?</p>
<p>In digital marketing, &#8220;mobile&#8221; and &#8220;touch&#8221; have been major revolutions of user behaviour over the past 10 years, brought about thanks to technological change. But the pandemic struck them both down. Touching has become a contamination risk. Mobility was taken to a halt. We do not yet know for certain what fundamental changes will continue once the world returns to a new normal, but we can see a lot of indicators already. Let&#8217;s explore.</p>
<h2>How was marketing affected by the pandemic?</h2>
<p>My good friend and co-author of the <a href="https://www.innovell.com/amazon-marketing-report/">Amazon Marketing Report</a>, Dan Saunders, kindly shared some before vs after screenshots from his Amazon homepage with me last year. Yeah, you guessed it: toilet paper, coffee, cleaning products were all over that homepage during the pandemic. Essentials. Once the first lockdown was over, it returned to some normality including his favourite tech devices. But things didn&#8217;t return to pre-pandemic conditions on the high street. We still have not come to any normality, and our behaviours are changing.</p>
<p><img decoding="async" loading="lazy" class="size-full wp-image-2560 alignright" src="https://www.innovell.com/wp-content/uploads/2021/04/media-spend-reduction-covid-min.png" alt="" width="533" height="310" srcset="https://www.innovell.com/wp-content/uploads/2021/04/media-spend-reduction-covid-min-200x116.png 200w, https://www.innovell.com/wp-content/uploads/2021/04/media-spend-reduction-covid-min-300x174.png 300w, https://www.innovell.com/wp-content/uploads/2021/04/media-spend-reduction-covid-min-400x233.png 400w, https://www.innovell.com/wp-content/uploads/2021/04/media-spend-reduction-covid-min-500x291.png 500w, https://www.innovell.com/wp-content/uploads/2021/04/media-spend-reduction-covid-min.png 533w" sizes="(max-width: 533px) 100vw, 533px" />In digital marketing, the pandemic first struck budgets down. In the research for our most recent report, agencies responding indicated budget reductions of around 40%. When there is uncertainty, one of the first things to suffer is media spending. Advertising plunged. Agencies took a hit.</p>
<p>Next there was the great data disruption of 2020. For over a decade, the paradigm for digital advertising has been &#8220;machine learning applied to audience data&#8221;. Artificial intelligence would use behavioural patterns to predict the best forms of advertising based on real-time user behaviour.</p>
<p>Machine learning is a powerful tool. Its weakness is that it is expecting data to be homogenous and truths to be universal. Nobody helped the machines learn there was a pandemic. With broken data, marketers had to resaddle campaigns and acquire new data. Stop, take a step back, rethink, redeploy.</p>
<p>In 2021, the first impact of the data disruption is past us, but marketers are facing many more challenges: the end of cookies, removing access to some of the behavioural data, the continuing rise of AI and the increasing opacity of its predictions: search terms reports, broader matching, imposed automated bidding. Marketers can no longer expect to see the raw data.</p>
<p>And remote work has additionally impacted their organisations. Digital marketing is extremely well suited to work from home and even to #workfromanywhere. Agencies sent their people home, but they remained connected to the virtual enterprise, and some may never return to an office.</p>
<p>For a more in-depth analysis of these trends, check out our 2020 <a href="https://www.innovell.com/digital-marketing-report/">Digital Marketing Report</a>.</p>
<h2>How is consumer behaviour changing?</h2>
<p>Even more fascinating is consumer trends that emerged or expanded during the pandemic. Microsoft Advertising and the Suzy research initiative looked more deeply at those in the 2021 Consumer Trends report.</p>
<p>Some of these trends resonate strongly with me. They even make my wish to stop calling people &#8220;consumers&#8221; stronger. People are people, and successful marketers understand that and look for motives rather than impulsions. Enough of a terminology rant, let&#8217;s look at some of the emerging user trends in 2021</p>
<p><strong>The End of More</strong>. Our economies are built on a growth paradigm. Economic growth is the solution to poverty, unemployment and inequality. The pandemic created negative growth in most economies. Some are eagerly looking towards the return of growth whereas others consider it the end of a cycle. The end of more. Have I ever been more grateful to have a garden? The pandemic has not pushed be to have a bigger garden, but to appreciate what I have and feel priviledged because so many others are suffering.</p>
<p><strong>Buy Nothing</strong>. Even more radical. Recycle, reuse, share, repurpose. Vinted is one of the strongest ecommerce platform if you feel you have to buy. Buy nothing is a sign of circular economies reducing waste and limiting new production. Preserve the plane, use less raw materials, less energy.</p>
<p><strong>Local not global</strong>. It seems almost symptomatic that the Suez canal would be blocked and making global commerce suffer. 15 years ago, it was all about the &#8220;global consumer&#8221; desiring strawberry desert at any time of the year and drinking orange juice every morning. But global circulation of goods requires logistics which were put under dire pressure during the pandemic due to restrictions, sick people, distancing, precautions. We refound &#8220;local&#8221; and starting appreciating it. European economies have started &#8220;relocating&#8221; certain industries that were massively &#8220;delocating&#8221; 15 years ago. It is the end user who is driving this trend.</p>
<p><strong>Sustainable travel</strong>. Fly shame pre-existed the pandemic, but how could anyone imagine a world without flying. Now we have seen that world, and whereas we may not be entirely comfortable with the perspective of a different setup, we can also see new models emerge. Travelling can be about the trip and not just the destination. It doesn&#8217;t have to be fast. It is of course quite a trip to cross the pacific by boat rather than plane, but the experience of it, might be put at the front of the scene.</p>
<p><strong>Nostalgia tripping</strong>. I don&#8217;t know how many times has this crossed my mind over the past months. If only I could go back to New Zealand to revisit the most beautiful country in the world. Or if only I could do another road trip to Spain under the baking sun. Oh wow, would love to take my wife to Istanbul to experience the gate between East and West. Nostalgia is entering my mind, and I think this will be a trend when and if the world opens up again.</p>
<p>There are more trends to discover and their explanations in the Microsoft Advertising report mentioned below. The research was carried out in collaboration with Suzy. The ones above resonated with me and may not with others. Download the report to get a chance to discover the in-depth research on consumer trends in 2021.</p>
<h2>The Many Challenges of Marketing in the 20&#8217;s</h2>
<p>Our own digital marketing report stresses the need for marketers to be proactive with change and embrace it but not with closed eyes. Keep an eye on the AI. The Microsoft report announces the new business paradigm they call &#8220;People, Planet and Profit&#8221;.  Virtual enterprise is rising, social distancing has entered our consciousness, user motivations are changing, the &#8220;consumer&#8221; is mutation. And in all of that, we are waiting for the pandemic to phase out and the new normal to crystalize. Marketing in the 20&#8217;s is quite something.</p>
<p>&nbsp;</p>
<p><em>Read more about how the digital marketing landscape is changing in a volatile, uncertain, complex and ambiguous world in the Innovell digital marketing report: <a href="https://www.innovell.com/digital-marketing-report/">Digital Marketing in a VUCA World</a>. </em></p>
<p><em>Download the <a href="https://about.ads.microsoft.com/en-us/insights/g/consumer-trends-2021-report">2021 Consumer Trends Report from Microsoft Advertising and Suzy here</a>. </em></p>
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		<title>Digital Marketers: It is Time to Emerge from Plato&#8217;s Cave!</title>
		<link>https://www.innovell.com/digital-marketers-it-is-time-to-emerge-from-platos-cave/</link>
		
		<dc:creator><![CDATA[Anders Hjorth]]></dc:creator>
		<pubDate>Wed, 25 Nov 2020 11:57:16 +0000</pubDate>
				<category><![CDATA[Digital Marketing I/O]]></category>
		<category><![CDATA[Digital Marketing Report]]></category>
		<category><![CDATA[Disruption]]></category>
		<category><![CDATA[Latest Articles]]></category>
		<category><![CDATA[AI]]></category>
		<category><![CDATA[Artificial Intelligence]]></category>
		<category><![CDATA[attribution]]></category>
		<category><![CDATA[biddable media]]></category>
		<category><![CDATA[digital marketing]]></category>
		<category><![CDATA[display advertising]]></category>
		<category><![CDATA[Facebook Ads]]></category>
		<category><![CDATA[Google Ads]]></category>
		<guid isPermaLink="false">https://www.innovell.com/?p=2470</guid>

					<description><![CDATA[It is Time to Emerge from Plato's Cave I wonder if people today know the film Matrix better than Plato's allegory of the cave. They illustrate the same concept of a superficial reality projected onto us, from which only the fearless can escape. This is the image that we used to illustrate the state of Learn more]]></description>
										<content:encoded><![CDATA[<h1>It is Time to Emerge from Plato&#8217;s Cave</h1>
<p>I wonder if people today know the film Matrix better than Plato&#8217;s allegory of the cave. They illustrate the same concept of a superficial reality projected onto us, from which only the fearless can escape. This is the image that we used to illustrate the state of digital marketing in 2020. Digital marketers staring at a wall onto which digital marketing providers are projecting images of end-users. Those images are not nearly as perfect as in our illustration. They are expressed as data sets, as interest categories, as intent. <img decoding="async" loading="lazy" class=" wp-image-2471 alignright" src="https://www.innovell.com/wp-content/uploads/2020/11/platos-cave-animation.gif" alt="" width="686" height="485" /></p>
<p>For how long will we be calling it digital marketing, I wonder? We could already rebaptise it to Data marketing, for that is all it is about. Using data, to direct and optimize a campaigns executed by algorithms onto digital media. A few months back, Google removed more of the transparency in their data. They are of course far behind Facebook in that game: <em>&#8220;No tracking allowed, here is the data you need&#8221;</em>.</p>
<p>It made me think about the troubled waters data marketers are navigating in. We know that a lot of the digital activity that goes on behind the scenes is automated bot traffic. We know that we cannot track users from one marketing channel to the other, unless we are inside one of the big media players&#8217;s universe. We know that some users have installed ad blockers, that some are using incognito browsing windows, and in the future, third-party cookies will completely disappear. It is a wonder data marketers have any insight into the data at all.</p>
<blockquote><p><em>Thinking like Plato and Neo: Does the data really provide insights?  </em></p></blockquote>
<p>Nothing like a little philosophical step back to look at the bigger picture. The big worrying characteristic of the big marketing providers is that they are dictating the rules of the game, while they are providing the data on the basis of which you make decisions. By definition, the arbitrage is carried out by algorithms, not engineers fiddling with your data. This provides us with no guarantee whatsoever, that the data is free of bias. A very simple example from my days running a digital media agency: Google Analytics (the abiter) by default attributes conversions to paid search (the commercial offering) more favourably than organic (free) traffic.</p>
<p>Digital marketers are not dealing with raw data most of the time. It is interpreted data, and the interpretation has commercial intent. This is why the most important direction for digital marketers in these challenging times is to build proprietary data. If the entire user journey takes place within Amazon, or within the Google universe, or withing Facebook, you should be aware that you are not seeing raw data, but interpreted data. Building proprietary data means getting users to your own website, it means capturing tangible user data like email addresses, phone numbers and names, rather than relying on retargeting lists and intent audiences.</p>
<p>Read the full article on PPC Hero here:  <a href="https://www.ppchero.com/digital-marketing-in-a-vuca-world-is-it-time-to-emerge-from-platos-cave/">https://www.ppchero.com/digital-marketing-in-a-vuca-world-is-it-time-to-emerge-from-platos-cave/</a></p>
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		<title>SMX London 2018: Artificial Intelligence, Privacy, Niche-focus for SEO and the importance of Speed</title>
		<link>https://www.innovell.com/smx-london-2018-artificial-intelligence-privacy-niche-focus-for-seo-and-the-importance-of-speed/</link>
		
		<dc:creator><![CDATA[Anders Hjorth]]></dc:creator>
		<pubDate>Thu, 24 May 2018 14:53:50 +0000</pubDate>
				<category><![CDATA[Digital Marketing I/O]]></category>
		<category><![CDATA[Speaking]]></category>
		<category><![CDATA[AI]]></category>
		<category><![CDATA[Artificial Intelligence]]></category>
		<category><![CDATA[digital marketing]]></category>
		<category><![CDATA[GDPR]]></category>
		<category><![CDATA[paid search]]></category>
		<category><![CDATA[ppc]]></category>
		<category><![CDATA[privacy]]></category>
		<category><![CDATA[search engine marketing]]></category>
		<category><![CDATA[seo]]></category>
		<category><![CDATA[smx]]></category>
		<category><![CDATA[social media]]></category>
		<guid isPermaLink="false">http://www.innovell.com/?p=401</guid>

					<description><![CDATA[SMX London 2018 was a great edition. I am just back from the event and still have my head full of all the things we discussed on the closing panel I was part of. The main topics were of course Privacy and GDPR on one hand and then Automation and Artificial Intelligence on the other. Learn more]]></description>
										<content:encoded><![CDATA[<p>SMX London 2018 was a great edition. I am just back from the event and still have my head full of all the things we discussed on the closing panel I was part of.<img decoding="async" loading="lazy" class="wp-image-402 alignleft" src="http://www.innovell.com/wp-content/uploads/2018/05/20180523_140533-1024x1024.jpg" alt="" width="316" height="316" srcset="https://www.innovell.com/wp-content/uploads/2018/05/20180523_140533-66x66.jpg 66w, https://www.innovell.com/wp-content/uploads/2018/05/20180523_140533-100x100.jpg 100w, https://www.innovell.com/wp-content/uploads/2018/05/20180523_140533-150x150.jpg 150w, https://www.innovell.com/wp-content/uploads/2018/05/20180523_140533-200x200.jpg 200w, https://www.innovell.com/wp-content/uploads/2018/05/20180523_140533-300x300.jpg 300w, https://www.innovell.com/wp-content/uploads/2018/05/20180523_140533-400x400.jpg 400w, https://www.innovell.com/wp-content/uploads/2018/05/20180523_140533-500x500.jpg 500w, https://www.innovell.com/wp-content/uploads/2018/05/20180523_140533-600x600.jpg 600w, https://www.innovell.com/wp-content/uploads/2018/05/20180523_140533-700x700.jpg 700w, https://www.innovell.com/wp-content/uploads/2018/05/20180523_140533-768x768.jpg 768w, https://www.innovell.com/wp-content/uploads/2018/05/20180523_140533-800x800.jpg 800w, https://www.innovell.com/wp-content/uploads/2018/05/20180523_140533-1024x1024.jpg 1024w, https://www.innovell.com/wp-content/uploads/2018/05/20180523_140533-1200x1200.jpg 1200w, https://www.innovell.com/wp-content/uploads/2018/05/20180523_140533.jpg 1936w" sizes="(max-width: 316px) 100vw, 316px" /></p>
<p>The main topics were of course <strong>Privacy and GDPR</strong> on one hand and then <strong>Automation and Artificial Intelligence</strong> on the other. In the conference programme, various topics touched on AI: Automation for PPC and Voice Search being the most prominent ones. But GDPR was discussed in every break, over every drink and in most of the questions asked during the individual sessions.</p>
<p>&nbsp;</p>
<p>The conference addressed some really interesting questions this year:</p>
<ul>
<li>Should you use Ranking factor studies to guide the way you do SEO or simply use for inspiration?</li>
<li>What are your options when organic reach in Facebook and other social media is dropping?</li>
<li>Is AMP for mobile rendering or or just a temporary patch to a problem of speed?</li>
<li>Should we be worried as marketers with the arrival of AI in the optimization interfaces?</li>
</ul>
<p>Overall, there was a lot of discussion of Speed. Speed as a ranking factor &#8211; not time to first byte but time to full page render as Marcela de Vivo from Semrush stressed. There were session on AMP which are in essence a way to speed up pages.</p>
<p>At the beginning of the year, my prediction was that AI would be big but that it would be more of a hype effect than a reality for the Digital Marketer this year. Well, it looks like AI is more prominent than that. Frederick Valleys from Optymzr reminded us that the Quality score was the first Machine learning functionality in Adwords and has been around since the beginning of Paid Search. And we have seen new ML driven functionalities enter the scene little by little. The Smart bidding options (Target PPC, Target ROAS, Maximize Clicks and Maximise conversions) are all part of this, as Brad Geddes reminded us. And in a separate session, Ann Stanley showed an example of smart bidding for shopping campaigns involving remarketing: Optimize by Goals which you can <a href="https://www.slideshare.net/annstanley/smx-london-2018-improving-shopping-ads-using-price-reductions-and-remarketing/annstanley/smx-london-2018-improving-shopping-ads-using-price-reductions-and-remarketing" class="broken_link">find here</a>.</p>
<p>What we won&#8217;t see is perhaps the shift from Machine Learning (ML) into Artificial Intelligence (AI) for these functionalities.</p>
<p>Voice search is another area where Artificial Intelligence has a big role to play. It was covered in the keynote by Beshad Bezhadi but also at a more concete level in a very popular <a href="http://www.kaizen.co.uk/voice-search/" class="broken_link">session by Pete Campbell</a>:</p>
<p>As is often the case, I met some wonderful people in the networking around the event – and also had some of the more interesting discussions off the record.</p>
<ul>
<li>Changes in the Google algorithm favouring niche approaches</li>
<li>The need to constantly renew ourselves in this industry of constant change</li>
<li>The need of business in other industries to learn from our experience as they will soon be facing the same challenges of constant change that we have for 20 years due to major technological, organisation and behavioural disruption across all business sectors.</li>
</ul>
<p>Soon it will be time for <a href="https://smxfrance.com/">SMX Paris</a> &#8211; the programme is very different and there is no real speaker overlap so it will be another exciting conference on Search, Social, Analytics and Digital marketing overall.</p>
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