Demographic targeting allows you to take an audience centric approach to ad delivery. This allows you to either adjust bidding or limit your audience based on characteristics that can change purchase intent such as age, gender, parental status, or household income. Gender targeting works similarly to interest targeting. It targets the gender of the user based on information Google has gleaned from their browsing history or their self-selected gender if they’re logged into Google. If you are marketing a service/product that has different performance by gender, this option is a great one to test.
Brand awareness has been proven to work with more effectiveness in countries that are high in uncertainty avoidance, also these countries that have uncertainty avoidance; social media marketing works effectively. Yet brands must be careful not to be excessive on the use of this type of marketing, as well as solely relying on it as it may have implications that could negatively harness their image. Brands that represent themselves in an anthropomorphizing manner are more likely to succeed in situations where a brand is marketing to this demographic. "Since social media use can enhance the knowledge of the brand and thus decrease the uncertainty, it is possible that people with high uncertainty avoidance, such as the French, will particularly appreciate the high social media interaction with an anthropomorphized brand." Moreover, digital platform provides an ease to the brand and its customers to interact directly and exchange their motives virtually.[33]
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.[37]

To show an ad in PPC or Paid Search results, marketers create ads and then bid on specific search phrases for which to show them. These pay per click ads will then appear above and below the non-paid organic search results, and you’ll pay the search engine a small fee every time a user clicks on your ad, regardless of the total number of times the ad was shown.
To answer the question 'What is digital marketing?', we have put together this new visual definition summarizing all the activities that form digital marketing that needs to be managed across the Smart Insights RACE Planning framework. It's used in the new, 6th edition of Dave's Digital Marketing book. We explain best practices for all of these in our Digital Marketing Elearning course.  The infographic is divided into activities to develop and manage digital strategy at the top to the marketing activities at the bottom.
Every company with a website will have analytics, but many senior managers don't ensure that their teams make or have the time to review and act on them. Once a strategy enables you to get the basics right, then you can progress to continuous improvement of the key aspects like search marketing, site user experience, email and social media marketing. So that's our top 10 problems that can be avoided with a well thought-through strategy.
Page Structure - The third core component of SEO is page structure. Because web pages are written in HTML, how the HTML code is structured can impact a search engine’s ability to evaluate a page. Including relevant keywords in the title, URL, and headers of the page and making sure that a site is crawlable are actions that site owners can take to improve the SEO of their site.
SEO.com is a certified Google Partner, and our team is filled with specialists in SEO (search engine optimization), PPC (pay per click), eCommerce, social media, Google AdWords, conversion optimization, site usability, databases, apps, and more. Our developers and teams combine creativity and top technical expertise to manage the most effective up to date websites.
Customers are often researching online and then buying in stores and also browsing in stores and then searching for other options online. Online customer research into products is particularly popular for higher-priced items as well as consumable goods like groceries and makeup. Consumers are increasingly using the Internet to look up product information, compare prices, and search for deals and promotions.[21]

On-page SEO refers to best practices that web content creators and site owners can follow to ensure their content is as easily discoverable as possible. This includes the creation of detailed page metadata (data about data) for each page and elements such as images, the use of unique, static URLs, the inclusion of keywords in relevant headings and subheadings, and the use of clean HTML code, to name a few.
These are paid advertisements via Google AdWords. You can differentiate these from organic (non-paid, earned) results because of the tiny yellow “ad” icon. Normally, you will also see paid ads at the top of the SERP as well. In this book, we are only talking about SEO for organic search results, not advertising through search engines. But it is important to understand the difference as a user, and as a search engine optimizer, as they can both be valuable.

Search engine result pages are protected from automated access by a range of defensive mechanisms and the terms of service.[10] These result pages are the primary data source for SEO companies, the website placement for competitive keywords became an important field of business and interest. Google has even used Twitter to warn users against this practice[11]
Digital marketing is used to market more than just products and services. It is widely used to sell people on things such as companies, political parties and ideas. Political parties use digital marketing to target voters with positive SMS messages about their candidates and negative SMS messages about their candidates' opponents, and tailor ads to receivers who frequent particular digital channels, such as Facebook newsfeeds and YouTube channels. McDonald's created a digital "Kick the Trash" campaign to counter negative press in Germany that called the company's outside areas dirty.
A generalization of PageRank for the case of ranking two interacting groups of objects was described in [30] In applications it may be necessary to model systems having objects of two kinds where a weighted relation is defined on object pairs. This leads to considering bipartite graphs. For such graphs two related positive or nonnegative irreducible matrices corresponding to vertex partition sets can be defined. One can compute rankings of objects in both groups as eigenvectors corresponding to the maximal positive eigenvalues of these matrices. Normed eigenvectors exist and are unique by the Perron or Perron-Frobenius theorem. Example: consumers and products. the relation weight is the product consumption rate.

PageRank is only a score that represents the importance of a page, as Google estimates it (By the way, that estimate of importance is considered to be Google’s opinion and protected in the US by the First Amendment. When Google was once sued over altering PageRank scores for some sites, a US court ruled: “PageRanks are opinions — opinions of the significance of particular Web sites as they correspond to a search query….the court concludes Google’s PageRanks are entitled to full constitutional protection.)
And if you really want to know what are the most important, relevant pages to get links from, forget PageRank. Think search rank. Search for the words you’d like to rank for. See what pages come up tops in Google. Those are the most important and relevant pages you want to seek links from. That’s because Google is explicitly telling you that on the topic you searched for, these are the best.
Did you know 73 percent of consumers report decreased confidence in a brand if that brand’s name, address and phone (NAP) aren’t correct across directories, websites and maps applications? If that doesn't scare you enough into wanting to keep your listings updated across directories such as YP.com and Yelp, did you also know search engines also lose confidence in your business if your local listings aren’t consistent? You need to ensure your local business is listed, but you also need to monitor your listings across the web for accuracy and immediately submit a correction when it becomes outdated — and it will become outdated due to the barrage of data sources and signals used to keep listings "accurate."
Testimonials. If case studies aren't a good fit for your business, having short testimonials around your website is a good alternative. For B2C brands, think of testimonials a little more loosely. If you're a clothing brand, these might take the form of photos of how other people styled a shirt or dress, pulled from a branded hashtag where people can contribute.
This definition emphasizes the focus of marketing on the customer while at the same time implying a need to link to other business operations to achieve this profitability. Yet, it's a weak definition in relation to digital marketing since it doesn't emphasize communications which are so important to digital marketing. In Digital Marketing Excellence my co-author, PR Smith and I note that digital marketing can be used to support these aims as follows:
The development of digital marketing is inseparable from technology development. One of the key points in the start of was in 1971, where Ray Tomlinson sent the very first email and his technology set the platform to allow people to send and receive files through different machines [8]. However, the more recognisable period as being the start of Digital Marketing is 1990 as this was where the Archie search engine was created as an index for FTP sites. In the 1980s, the storage capacity of computer was already big enough to store huge volumes of customer information. Companies started choosing online techniques, such as database marketing, rather than limited list broker.[9] This kind of databases allowed companies to track customers' information more effectively, thus transforming the relationship between buyer and seller. However, the manual process was not so efficient.
The development of digital marketing is inseparable from technology development. One of the key points in the start of was in 1971, where Ray Tomlinson sent the very first email and his technology set the platform to allow people to send and receive files through different machines [8]. However, the more recognisable period as being the start of Digital Marketing is 1990 as this was where the Archie search engine was created as an index for FTP sites. In the 1980s, the storage capacity of computer was already big enough to store huge volumes of customer information. Companies started choosing online techniques, such as database marketing, rather than limited list broker.[9] This kind of databases allowed companies to track customers' information more effectively, thus transforming the relationship between buyer and seller. However, the manual process was not so efficient.
PageRank has been used to rank spaces or streets to predict how many people (pedestrians or vehicles) come to the individual spaces or streets.[49][50] In lexical semantics it has been used to perform Word Sense Disambiguation,[51] Semantic similarity,[52] and also to automatically rank WordNet synsets according to how strongly they possess a given semantic property, such as positivity or negativity.[53]
The marketing automation coordinator helps choose and manage the software that allows the whole marketing team to understand their customers' behavior and measure the growth of their business. Because many of the marketing operations described above might be executed separately from one another, it's important for there to be someone who can group these digital activities into individual campaigns and track each campaign's performance.
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The majority of companies in our research do take a strategic approach to digital. From talking to companies, I find the creation of digital plans often occurs in two stages. First, a separate digital marketing plan is created. This is useful to get agreement and buy-in by showing the opportunities and problems and map out a path through setting goals and specific strategies for digital including how you integrated digital marketing into other business activities. Second, digital becomes integrated into marketing strategy, it's a core activity, "business-as-usual", but doesn't warrant separate planning, except for the tactics.
Digital marketing poses special challenges for its purveyors. Digital channels are proliferating rapidly, and digital marketers have to keep up with how these channels work, how they're used by receivers and how to use these channels to effectively market things. In addition, it's becoming more difficult to capture receivers' attention, because receivers are increasingly inundated with competing ads. Digital marketers also find it challenging to analyze the vast troves of data they capture and then exploit this information in new marketing efforts.
In order to provide the best possible search experience for its users, Google continues to push for better local content from businesses. Regardless of future algorithm updates from Google, investing in high quality and locally relevant content will help businesses compete in the local pack and rank higher on search engine results pages. To learn more about Google’s recent removal of right rail ads, check out our whitepaper: Goodbye Right Rail: What Google Paid Search Changes Mean for Local Marketers.

There are simple and fast random walk-based distributed algorithms for computing PageRank of nodes in a network.[31] They present a simple algorithm that takes {\displaystyle O(\log n/\epsilon )}  rounds with high probability on any graph (directed or undirected), where n is the network size and {\displaystyle \epsilon }  is the reset probability ( {\displaystyle 1-\epsilon }  is also called as damping factor) used in the PageRank computation. They also present a faster algorithm that takes {\displaystyle O({\sqrt {\log n}}/\epsilon )} rounds in undirected graphs. Both of the above algorithms are scalable, as each node processes and sends only small (polylogarithmic in n, the network size) number of bits per round.

Digital strategist Dr Dave Chaffey is co-founder and Content Director of Smart Insights. Dave is editor of the 100+ templates, ebooks and courses in the digital marketing resource library created by our team of 25+ Digital Marketing experts. Our resources are used by our Premium members in more than 100 countries to Plan, Manage and Optimize their digital marketing. Free members can access our sample templates here. Please connect on LinkedIn to receive updates or ask me a question. For my full profile and other social networks, see the Dave Chaffey profile page on Smart Insights. Dave is a keynote speaker, trainer and consultant who 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.
If you think about it, how can a spider know the filename of the page that it gets back when requesting www.domain.com/ ? It can’t. The filename could be index.html, index.htm, index.php, default.html, etc. The spider doesn’t know. If you link to index.html within the site, the spider could compare the 2 pages but that seems unlikely. So they are 2 urls and each receives PageRank from inbound links. Standardizing the home page’s url ensures that the Pagerank it is due isn’t shared with ghost urls.
Smartphone - In this document, "mobile" or “mobile devices" refers to smartphones, such as devices running Android, iPhone, or Windows Phone. Mobile browsers are similar to desktop browsers in that they can render a broad set of the HTML5 specification, although their screen size is smaller and in almost all cases their default orientation is vertical.
SEO techniques can be classified into two broad categories: techniques that search engine companies recommend as part of good design ("white hat"), and those techniques of which search engines do not approve ("black hat"). The search engines attempt to minimize the effect of the latter, among them spamdexing. Industry commentators have classified these methods, and the practitioners who employ them, as either white hat SEO, or black hat SEO.[49] White hats tend to produce results that last a long time, whereas black hats anticipate that their sites may eventually be banned either temporarily or permanently once the search engines discover what they are doing.[50]
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