More and more mature platforms have started to talk about predictive analytics and predictive lead scoring on their blogs and podcasts. This means that a lot of R&D is being made to start offering this capability, not only to the elite F500 but to mainstream small businesses alike. According to GlobeNewswire, predictive analytics market size is expected to reach $10.95B in 2022.
Data-driven advertising: Users generate a lot of data in every step they take on the path of customer journey and Brands can now use that data to activate their known audience with data-driven programmatic media buying. Without exposing customers' privacy, users' Data can be collected from digital channels (e.g.: when customer visits a website, reads an e-mail, or launches and interact with brand's mobile app), brands can also collect data from real world customer interactions, such as brick and mortar stores visits and from CRM and Sales engines datasets. Also known as People-based marketing or addressable media, Data-driven advertising is empowering brands to find their loyal customers in their audience and deliver in real time a much more personal communication, highly relevant to each customers' moment and actions.[39]
Customer preferences continue to change when it comes to email marketing, and it’s important to keep up. Data analytics along with advanced email automation platforms have resulted in big strides in the personalized email sphere. Anyone who isn’t using these email marketing tools to create unique and super personalized emails in 2020 may get left by the wayside.

As email marketing is getting smarter, marketers have started to care more about sending emails to subscribers who are active on their lists. For instance, if a contact highly engages with your emails, he should be regularly nurtured with content and updates about your company until he converts into a loyal customer. On the other hand, if a subscriber hasn’t opened an email for a certain period of time, he will be considered as a dormant contact and will no longer receive additional emails.


#2 Artificial Intelligence and Machine Learning - This is an exciting 'new entry' into the top 5 and suggests that marketers now believe they will see a return from deploying the latest AI tools supporting the many marketing applications for AI we review in this infographic. Within AI, I believe the most popular marketing applications will enhance personalization and marketing automation which brings us to...
That's exactly how the three can work together to help you meet your goal. Of course, it's not compulsory to use all three. If your owned and earned media are both successful, you might not need to invest in paid. It's all about evaluating the best solution to meet your goal, and then incorporating the channels that work best for your business into your digital marketing strategy.
#4 Big Data (including market and customer insight and predictive analytics) - It's good to see big data in the top five since we believe in the power of data-driven marketing. Big data analysis such as predictive analytics typically requires larger budgets, so will be restricted mainly for larger organisations, but the use of market and customer insight using the tools shown in our Martech tools wheel is open to all businesses and I think is why this is a relatively popular choice.
In-game advertising - In-Game advertising is defined as "inclusion of products or brands within a digital game."[50] The game allows brands or products to place ads within their game, either in a subtle manner or in the form of an advertisement banner. There are many factors that exist in whether brands are successful in their advertising of their brand/product, these being: Type of game, technical platform, 3-D and 4-D technology, game genre, congruity of brand and game, prominence of advertising within the game. Individual factors consist of attitudes towards placement advertisements, game involvement, product involvement, flow or entertainment. The attitude towards the advertising also takes into account not only the message shown but also the attitude towards the game. Dependent of how enjoyable the game is will determine how the brand is perceived, meaning if the game isn't very enjoyable the consumer may subconsciously have a negative attitude towards the brand/product being advertised. In terms of Integrated Marketing Communication "integration of advertising in digital games into the general advertising, communication, and marketing strategy of the firm"[50] is an important as it results in a more clarity about the brand/product and creates a larger overall effect.
Digital marketing became more sophisticated in the 2000s and the 2010s, when[15][16] the proliferation of devices' capable of accessing digital media led to sudden growth.[17] Statistics produced in 2012 and 2013 showed that digital marketing was still growing.[18][19] With the development of social media in the 2000s, such as LinkedIn, Facebook, YouTube and Twitter, consumers became highly dependent on digital electronics in daily lives. Therefore, they expected a seamless user experience across different channels for searching product's information. The change of customer behavior improved the diversification of marketing technology.[20]

Google Trends - A good tool for understanding seasonal content. It also displays results in a more visual way but presents much simpler results than Keyword Planner. It shows interest in keywords and search queries, but doesn't give you the exact number of searches or your organic position. It is definitely worth having with Keyword Planner, but I wouldn't recommend only using Trends. 


To reinforce a more personalized manifestation of sending engagement-based emails, an obvious direction is resurfacing again: plain text emails. This sends those engagement-based emails in a more individualized and hand-crafted way to the targeted user, which gives a more personalized aspect to the communicated piece. Moreover, because HTML style emails containing detailed graphics may increase the potential for spam, marketers are considering plain texts as alternative ways to minimize this problem.  Besides, plain text emails address the need of the user and improve the engagement rate.
For my full profile, or to connect on LinkedIn or other social networks, see the About Dave Chaffey profile page on Smart Insights. Dave is author of 5 bestselling books on digital marketing including Digital Marketing Excellence and Digital Marketing: Strategy, Implementation and Practice. In 2004 he was recognised by the Chartered Institute of Marketing as one of 50 marketing ‘gurus’ worldwide who have helped shape the future of marketing.
Design Wizard is an excellent graphic design tool which allows you to personalize high-quality images and videos in seconds. This tool is perfect for social media marketers, business owners and party planners! Standout features of the tool include a custom color palette, free font library and resize feature. There are also excellent integrations with Hubspot, Marketo, Buffer and Intercom!
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