From Bland to Brand: Elevating Langley Web Design

This article needs to be updated. Please help update this article to reflect recent events or newly available information. (December 2024)

This article is written like a personal reflection, personal essay, or argumentative essay that states a Wikipedia editor's personal feelings or presents an original argument about a topic. Please help improve it by rewriting it in an encyclopedic style. (January 2025) (Learn how and when to remove this message)

This article has multiple issues. Please help improve it or discuss these issues on the talk page. (Learn how and when to remove these messages)

(Learn how and when to remove this message)

Practice of increasing online visibility

"SEO" redirects here. For other uses, see Seo (disambiguation).

 

• v
• t
• e

Part of a series on
Internet marketing
Search engine optimization Local search engine optimisation Social media marketing Email marketing Referral marketing Content marketing Native advertising
Search engine marketing
Pay-per-click Cost per impression Search analytics Web analytics
Display advertising
Ad blocking Contextual advertising Behavioral targeting Mobile advertising
Affiliate marketing
Cost per action Revenue sharing
Misc
Keyword density Keyword research PageRank WordPress CMS

Search engine optimization (SEO) is the process of improving the quality and quantity of website traffic to a website or a web page from search engines.^[1][2] SEO targets unpaid search traffic (usually referred to as "organic" results) rather than direct traffic, referral traffic, social media traffic, or paid traffic.

Unpaid search engine traffic may originate from a variety of kinds of searches, including image search, video search, academic search,^[3] news search, and industry-specific vertical search engines.

As an Internet marketing strategy, SEO considers how search engines work, the computer-programmed algorithms that dictate search engine results, what people search for, the actual search queries or keywords typed into search engines, and which search engines are preferred by a target audience. SEO is performed because a website will receive more visitors from a search engine when websites rank higher within a search engine results page (SERP), with the aim of either converting the visitors or building brand awareness.^[4]

History

[edit]

Webmasters and content providers began optimizing websites for search engines in the mid-1990s, as the first search engines were cataloging the early Web. Initially, webmasters submitted the address of a page, or URL to the various search engines, which would send a web crawler to crawl that page, extract links to other pages from it, and return information found on the page to be indexed.^[5]

According to a 2004 article by former industry analyst and current Google employee Danny Sullivan, the phrase "search engine optimization" came into use in 1997. Sullivan credits SEO practitioner Bruce Clay as one of the first people to popularize the term.^[6]

Early versions of search algorithms relied on webmaster-provided information such as the keyword meta tag or index files in engines like ALIWEB. Meta tags provide a guide to each page's content. Using metadata to index pages was found to be less than reliable, however, because the webmaster's choice of keywords in the meta tag could potentially be an inaccurate representation of the site's actual content. Flawed data in meta tags, such as those that were inaccurate or incomplete, created the potential for pages to be mischaracterized in irrelevant searches.^{[7][dubious – discuss]}

Web content providers also manipulated attributes within the HTML source of a page in an attempt to rank well in search engines.^[8] By 1997, search engine designers recognized that webmasters were making efforts to rank in search engines and that some webmasters were manipulating their rankings in search results by stuffing pages with excessive or irrelevant keywords. Early search engines, such as Altavista and Infoseek, adjusted their algorithms to prevent webmasters from manipulating rankings.^[9]

By relying on factors such as keyword density, which were exclusively within a webmaster's control, early search engines suffered from abuse and ranking manipulation. To provide better results to their users, search engines had to adapt to ensure their results pages showed the most relevant search results, rather than unrelated pages with numerous keywords by unscrupulous webmasters. This meant moving away from heavy reliance on term density to a more holistic process for scoring semantic signals.^[10]

Search engines responded by developing more complex ranking algorithms, taking into account additional factors that were more difficult for webmasters to manipulate.^{[citation needed]}

Some search engines have also reached out to the SEO industry and are frequent sponsors and guests at SEO conferences, webchats, and seminars. Major search engines provide information and guidelines to help with website optimization.^[11][12] Google has a Sitemaps program to help webmasters learn if Google is having any problems indexing their website and also provides data on Google traffic to the website.^[13] Bing Webmaster Tools provides a way for webmasters to submit a sitemap and web feeds, allows users to determine the "crawl rate", and track the web pages index status.

In 2015, it was reported that Google was developing and promoting mobile search as a key feature within future products. In response, many brands began to take a different approach to their Internet marketing strategies.^[14]

Relationship with Google

[edit]

In 1998, two graduate students at Stanford University, Larry Page and Sergey Brin, developed "Backrub", a search engine that relied on a mathematical algorithm to rate the prominence of web pages. The number calculated by the algorithm, PageRank, is a function of the quantity and strength of inbound links.^[15] PageRank estimates the likelihood that a given page will be reached by a web user who randomly surfs the web and follows links from one page to another. In effect, this means that some links are stronger than others, as a higher PageRank page is more likely to be reached by the random web surfer.

Page and Brin founded Google in 1998.^[16] Google attracted a loyal following among the growing number of Internet users, who liked its simple design.^[17] Off-page factors (such as PageRank and hyperlink analysis) were considered as well as on-page factors (such as keyword frequency, meta tags, headings, links and site structure) to enable Google to avoid the kind of manipulation seen in search engines that only considered on-page factors for their rankings. Although PageRank was more difficult to game, webmasters had already developed link-building tools and schemes to influence the Inktomi search engine, and these methods proved similarly applicable to gaming PageRank. Many sites focus on exchanging, buying, and selling links, often on a massive scale. Some of these schemes involved the creation of thousands of sites for the sole purpose of link spamming.^[18]

By 2004, search engines had incorporated a wide range of undisclosed factors in their ranking algorithms to reduce the impact of link manipulation.^[19] The leading search engines, Google, Bing, and Yahoo, do not disclose the algorithms they use to rank pages. Some SEO practitioners have studied different approaches to search engine optimization and have shared their personal opinions.^[20] Patents related to search engines can provide information to better understand search engines.^[21] In 2005, Google began personalizing search results for each user. Depending on their history of previous searches, Google crafted results for logged in users.^[22]

In 2007, Google announced a campaign against paid links that transfer PageRank.^[23] On June 15, 2009, Google disclosed that they had taken measures to mitigate the effects of PageRank sculpting by use of the nofollow attribute on links. Matt Cutts, a well-known software engineer at Google, announced that Google Bot would no longer treat any no follow links, in the same way, to prevent SEO service providers from using nofollow for PageRank sculpting.^[24] As a result of this change, the usage of nofollow led to evaporation of PageRank. In order to avoid the above, SEO engineers developed alternative techniques that replace nofollowed tags with obfuscated JavaScript and thus permit PageRank sculpting. Additionally, several solutions have been suggested that include the usage of iframes, Flash, and JavaScript.^[25]

In December 2009, Google announced it would be using the web search history of all its users in order to populate search results.^[26] On June 8, 2010 a new web indexing system called Google Caffeine was announced. Designed to allow users to find news results, forum posts, and other content much sooner after publishing than before, Google Caffeine was a change to the way Google updated its index in order to make things show up quicker on Google than before. According to Carrie Grimes, the software engineer who announced Caffeine for Google, "Caffeine provides 50 percent fresher results for web searches than our last index..."^[27] Google Instant, real-time-search, was introduced in late 2010 in an attempt to make search results more timely and relevant. Historically site administrators have spent months or even years optimizing a website to increase search rankings. With the growth in popularity of social media sites and blogs, the leading engines made changes to their algorithms to allow fresh content to rank quickly within the search results.^[28]

In February 2011, Google announced the Panda update, which penalizes websites containing content duplicated from other websites and sources. Historically websites have copied content from one another and benefited in search engine rankings by engaging in this practice. However, Google implemented a new system that punishes sites whose content is not unique.^[29] The 2012 Google Penguin attempted to penalize websites that used manipulative techniques to improve their rankings on the search engine.^[30] Although Google Penguin has been presented as an algorithm aimed at fighting web spam, it really focuses on spammy links^[31] by gauging the quality of the sites the links are coming from. The 2013 Google Hummingbird update featured an algorithm change designed to improve Google's natural language processing and semantic understanding of web pages. Hummingbird's language processing system falls under the newly recognized term of "conversational search", where the system pays more attention to each word in the query in order to better match the pages to the meaning of the query rather than a few words.^[32] With regards to the changes made to search engine optimization, for content publishers and writers, Hummingbird is intended to resolve issues by getting rid of irrelevant content and spam, allowing Google to produce high-quality content and rely on them to be 'trusted' authors.

In October 2019, Google announced they would start applying BERT models for English language search queries in the US. Bidirectional Encoder Representations from Transformers (BERT) was another attempt by Google to improve their natural language processing, but this time in order to better understand the search queries of their users.^[33] In terms of search engine optimization, BERT intended to connect users more easily to relevant content and increase the quality of traffic coming to websites that are ranking in the Search Engine Results Page.

Methods

[edit]

Getting indexed

[edit]

The leading search engines, such as Google, Bing, Brave Search and Yahoo!, use crawlers to find pages for their algorithmic search results. Pages that are linked from other search engine-indexed pages do not need to be submitted because they are found automatically. The Yahoo! Directory and DMOZ, two major directories which closed in 2014 and 2017 respectively, both required manual submission and human editorial review.^[34] Google offers Google Search Console, for which an XML Sitemap feed can be created and submitted for free to ensure that all pages are found, especially pages that are not discoverable by automatically following links^[35] in addition to their URL submission console.^[36] Yahoo! formerly operated a paid submission service that guaranteed to crawl for a cost per click;^[37] however, this practice was discontinued in 2009.

Search engine crawlers may look at a number of different factors when crawling a site. Not every page is indexed by search engines. The distance of pages from the root directory of a site may also be a factor in whether or not pages get crawled.^[38]

Mobile devices are used for the majority of Google searches.^[39] In November 2016, Google announced a major change to the way they are crawling websites and started to make their index mobile-first, which means the mobile version of a given website becomes the starting point for what Google includes in their index.^[40] In May 2019, Google updated the rendering engine of their crawler to be the latest version of Chromium (74 at the time of the announcement). Google indicated that they would regularly update the Chromium rendering engine to the latest version.^[41] In December 2019, Google began updating the User-Agent string of their crawler to reflect the latest Chrome version used by their rendering service. The delay was to allow webmasters time to update their code that responded to particular bot User-Agent strings. Google ran evaluations and felt confident the impact would be minor.^[42]

Preventing crawling

[edit]

To avoid undesirable content in the search indexes, webmasters can instruct spiders not to crawl certain files or directories through the standard robots.txt file in the root directory of the domain. Additionally, a page can be explicitly excluded from a search engine's database by using a meta tag specific to robots (usually <meta name="robots" content="noindex"> ). When a search engine visits a site, the robots.txt located in the root directory is the first file crawled. The robots.txt file is then parsed and will instruct the robot as to which pages are not to be crawled. As a search engine crawler may keep a cached copy of this file, it may on occasion crawl pages a webmaster does not wish to crawl. Pages typically prevented from being crawled include login-specific pages such as shopping carts and user-specific content such as search results from internal searches. In March 2007, Google warned webmasters that they should prevent indexing of internal search results because those pages are considered search spam.^[43]

In 2020, Google sunsetted the standard (and open-sourced their code) and now treats it as a hint rather than a directive. To adequately ensure that pages are not indexed, a page-level robot's meta tag should be included.^[44]

A variety of methods can increase the prominence of a webpage within the search results. Cross linking between pages of the same website to provide more links to important pages may improve its visibility. Page design makes users trust a site and want to stay once they find it. When people bounce off a site, it counts against the site and affects its credibility.^[45]

Writing content that includes frequently searched keyword phrases so as to be relevant to a wide variety of search queries will tend to increase traffic. Updating content so as to keep search engines crawling back frequently can give additional weight to a site. Adding relevant keywords to a web page's metadata, including the title tag and meta description, will tend to improve the relevancy of a site's search listings, thus increasing traffic. URL canonicalization of web pages accessible via multiple URLs, using the canonical link element^[46] or via 301 redirects can help make sure links to different versions of the URL all count towards the page's link popularity score. These are known as incoming links, which point to the URL and can count towards the page link's popularity score, impacting the credibility of a website.^[45]

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"). 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.^[47] 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.^[48]

An SEO technique is considered a white hat if it conforms to the search engines' guidelines and involves no deception. As the search engine guidelines^[11][12][49] are not written as a series of rules or commandments, this is an important distinction to note. White hat SEO is not just about following guidelines but is about ensuring that the content a search engine indexes and subsequently ranks is the same content a user will see. White hat advice is generally summed up as creating content for users, not for search engines, and then making that content easily accessible to the online "spider" algorithms, rather than attempting to trick the algorithm from its intended purpose. White hat SEO is in many ways similar to web development that promotes accessibility,^[50] although the two are not identical.

Black hat SEO attempts to improve rankings in ways that are disapproved of by the search engines or involve deception. One black hat technique uses hidden text, either as text colored similar to the background, in an invisible div, or positioned off-screen. Another method gives a different page depending on whether the page is being requested by a human visitor or a search engine, a technique known as cloaking. Another category sometimes used is grey hat SEO. This is in between the black hat and white hat approaches, where the methods employed avoid the site being penalized but do not act in producing the best content for users. Grey hat SEO is entirely focused on improving search engine rankings.

Search engines may penalize sites they discover using black or grey hat methods, either by reducing their rankings or eliminating their listings from their databases altogether. Such penalties can be applied either automatically by the search engines' algorithms or by a manual site review. One example was the February 2006 Google removal of both BMW Germany and Ricoh Germany for the use of deceptive practices.^[51] Both companies subsequently apologized, fixed the offending pages, and were restored to Google's search engine results page.^[52]

Companies that employ black hat techniques or other spammy tactics can get their client websites banned from the search results. In 2005, the Wall Street Journal reported on a company, Traffic Power, which allegedly used high-risk techniques and failed to disclose those risks to its clients.^[53] Wired magazine reported that the same company sued blogger and SEO Aaron Wall for writing about the ban.^[54] Google's Matt Cutts later confirmed that Google had banned Traffic Power and some of its clients.^[55]

SEO is not an appropriate strategy for every website, and other Internet marketing strategies can be more effective, such as paid advertising through pay-per-click (PPC) campaigns, depending on the site operator's goals.^{[editorializing]} Search engine marketing (SEM) is the practice of designing, running, and optimizing search engine ad campaigns. Its difference from SEO is most simply depicted as the difference between paid and unpaid priority ranking in search results. SEM focuses on prominence more so than relevance; website developers should regard SEM with the utmost importance with consideration to visibility as most navigate to the primary listings of their search.^[56] A successful Internet marketing campaign may also depend upon building high-quality web pages to engage and persuade internet users, setting up analytics programs to enable site owners to measure results, and improving a site's conversion rate.^[57][58] In November 2015, Google released a full 160-page version of its Search Quality Rating Guidelines to the public,^[59] which revealed a shift in their focus towards "usefulness" and mobile local search. In recent years the mobile market has exploded, overtaking the use of desktops, as shown in by StatCounter in October 2016, where they analyzed 2.5 million websites and found that 51.3% of the pages were loaded by a mobile device.^[60] Google has been one of the companies that are utilizing the popularity of mobile usage by encouraging websites to use their Google Search Console, the Mobile-Friendly Test, which allows companies to measure up their website to the search engine results and determine how user-friendly their websites are. The closer the keywords are together their ranking will improve based on key terms.^[45]

SEO may generate an adequate return on investment. However, search engines are not paid for organic search traffic, their algorithms change, and there are no guarantees of continued referrals. Due to this lack of guarantee and uncertainty, a business that relies heavily on search engine traffic can suffer major losses if the search engines stop sending visitors.^[61] Search engines can change their algorithms, impacting a website's search engine ranking, possibly resulting in a serious loss of traffic. According to Google's CEO, Eric Schmidt, in 2010, Google made over 500 algorithm changes – almost 1.5 per day.^[62] It is considered a wise business practice for website operators to liberate themselves from dependence on search engine traffic.^[63] In addition to accessibility in terms of web crawlers (addressed above), user web accessibility has become increasingly important for SEO.

Optimization techniques are highly tuned to the dominant search engines in the target market. The search engines' market shares vary from market to market, as does competition. In 2003, Danny Sullivan stated that Google represented about 75% of all searches.^[64] In markets outside the United States, Google's share is often larger, and data showed Google was the dominant search engine worldwide as of 2007.^[65] As of 2006, Google had an 85–90% market share in Germany.^[66] While there were hundreds of SEO firms in the US at that time, there were only about five in Germany.^[66] As of March 2024, Google still had a significant market share of 89.85% in Germany.^[67] As of June 2008, the market share of Google in the UK was close to 90% according to Hitwise.^{[68][obsolete source]} As of March 2024, Google's market share in the UK was 93.61%.^[69]

Successful search engine optimization (SEO) for international markets requires more than just translating web pages. It may also involve registering a domain name with a country-code top-level domain (ccTLD) or a relevant top-level domain (TLD) for the target market, choosing web hosting with a local IP address or server, and using a Content Delivery Network (CDN) to improve website speed and performance globally. It is also important to understand the local culture so that the content feels relevant to the audience. This includes conducting keyword research for each market, using hreflang tags to target the right languages, and building local backlinks. However, the core SEO principles—such as creating high-quality content, improving user experience, and building links—remain the same, regardless of language or region.^[66]

Regional search engines have a strong presence in specific markets:

• China: Baidu leads the market, controlling about 70 to 80% market share.^[70]
• South Korea: Since the end of 2021, Naver, a domestic web portal, has gained prominence in the country.^[71][72]
• Russia: Yandex is the leading search engine in Russia. As of December 2023, it accounted for at least 63.8% of the market share.^[73]

By the early 2000s, businesses recognized that the web and search engines could help them reach global audiences. As a result, the need for multilingual SEO emerged.^[74] In the early years of international SEO development, simple translation was seen as sufficient. However, over time, it became clear that localization and transcreation—adapting content to local language, culture, and emotional resonance—were far more effective than basic translation.^[75]

On October 17, 2002, SearchKing filed suit in the United States District Court, Western District of Oklahoma, against the search engine Google. SearchKing's claim was that Google's tactics to prevent spamdexing constituted a tortious interference with contractual relations. On May 27, 2003, the court granted Google's motion to dismiss the complaint because SearchKing "failed to state a claim upon which relief may be granted."^[76][77]

In March 2006, KinderStart filed a lawsuit against Google over search engine rankings. KinderStart's website was removed from Google's index prior to the lawsuit, and the amount of traffic to the site dropped by 70%. On March 16, 2007, the United States District Court for the Northern District of California (San Jose Division) dismissed KinderStart's complaint without leave to amend and partially granted Google's motion for Rule 11 sanctions against KinderStart's attorney, requiring him to pay part of Google's legal expenses.^[78][79]

Listen to this article (22 minutes)

This audio file was created from a revision of this article dated 20 May 2008 (2008-05-20), and does not reflect subsequent edits.

(Audio help · More spoken articles)

• Webmaster Guidelines from Google
• Google Search Quality Evaluators Guidelines (PDF)
• Webmaster resources from Yahoo!
• Webmaster Guidelines from Microsoft Bing
• The Dirty Little Secrets of Search in The New York Times (February 12, 2011)

Marketing of products or services using digital technologies or digital tools

 

This article is written like a personal reflection, personal essay, or argumentative essay that states a Wikipedia editor's personal feelings or presents an original argument about a topic. Please help improve it by rewriting it in an encyclopedic style. (August 2017) (Learn how and when to remove this message)

• v
• t
• e

Marketing
Management
Key concepts
Account-based marketing · Activation · Annoyance factor · Attribution · Distribution · Brand licensing · Brand management · Cannibalization · Co-creation · Communications · Consumer behaviour · Consumer culture · Digital marketing · Dominance · Effectiveness · Ethics · Horizontal integration · Influencer marketing · Mix · Pricing · Product marketing · Promotion · Retail · Segmentation · Service · Social marketing · Strategy · Vertical integration
Promotional content
Advertising · Ambush marketing · Branding · Corporate anniversary · Direct marketing · Franchising · Gender in advertising · Label · Loyalty marketing · Mobile marketing · On-hold messaging · Personal selling · Premiums · Prizes · Product placement · Propaganda · Publicity · Sales promotion · Sex in advertising · Underwriting spot
Promotional media
Behavioral targeting · Brand ambassador · Counter display unit · Display advertising · Display stand · Drip marketing · Endcap · Gondola · In-game advertising · Mobile advertising · Native advertising · New media · Online advertising · Out-of-home advertising · Point of sale · Product demonstration · Promotional merchandise (merchandising) · Promotional representative · Visual merchandising · Web banner · Word-of-mouth
Research
Market research · Marketing research · Mystery shopping · Consumer research

Digital marketing is the component of marketing that uses the Internet and online-based digital technologies such as desktop computers, mobile phones, and other digital media and platforms to promote products and services.^[2][3]

It has significantly transformed the way brands and businesses utilize technology for marketing since the 1990s and 2000s. As digital platforms became increasingly incorporated into marketing plans and everyday life,^[4] and as people increasingly used digital devices instead of visiting physical shops,^[5][6] digital marketing campaigns have become prevalent, employing combinations of methods. Some of these methods include: search engine optimization (SEO), search engine marketing (SEM), content marketing, influencer marketing, content automation, campaign marketing, data-driven marketing, e-commerce marketing, social media marketing, social media optimization, e-mail direct marketing, display advertising, e-books, and optical disks and games. Digital marketing extends to non-Internet channels that provide digital media, such as television, mobile phones (SMS and MMS), callbacks, and on-hold mobile ringtones.^[7]

The extension to non-Internet channels differentiates digital marketing from online marketing.^[8]

History

[edit]

Digital marketing effectively began in 1990 when the Archie search engine was created as an index for FTP sites. In the 1980s, the storage capacity of computers was already large enough to store huge volumes of customer information. Companies started choosing online techniques, such as database marketing, rather than limited list brokers.^[9] Databases allowed companies to track customers' information more effectively, transforming the relationship between buyer and seller.

In the 1990s, the term digital marketing was coined.^{[citation needed]} The first clickable banner ad, the "You Will" campaign by AT&T, went live in 1994, and over the first four months, 44% of all people who saw it clicked on the ad.^[10][11] Early digital marketing efforts focused on simple HTML websites and the burgeoning practice of email marketing, which allowed for direct communication with consumers.^[12]

In the 2000s, with increasing numbers of Internet users and the birth of the iPhone, customers began searching for products and making decisions about their needs online first, instead of consulting a salesperson, which created a new problem for the marketing department of a company.^[13] In addition, a survey in 2000 in the United Kingdom found that most retailers still needed to register their own domain address.^[14] These problems encouraged marketers to find new ways to integrate digital technology into market development. At the same time, Pay-Per-Click advertising, introduced by Google AdWords in 2000, allowed businesses to target specific keywords, making digital marketing more measurable and cost-effective.^[15]

The mid-2000s saw the emergence of social media platforms like Facebook (2004), YouTube (2005), and Twitter (2006). These platforms revolutionized digital marketing by facilitating direct and interactive engagement with consumers. In 2007, marketing automation was developed as a response to the ever-evolving marketing climate. Marketing automation is the process by which software is used to automate conventional marketing processes.^[16] Marketing automation helps companies segment customers, launch multichannel marketing campaigns, and provide personalized information for customers.,^[16] based on their specific activities. In this way, users' activity (or lack thereof) triggers a personal message that is customized to the user in their preferred platform. However, despite the benefits of marketing automation many companies are struggling to adapt it to their everyday uses correctly.^{[17][page needed]}

Digital marketing became more sophisticated in the 2000s and the 2010s, when^[18][19] the proliferation of devices capable of accessing digital media led to sudden growth.^[20] Statistics produced in 2012 and 2013 showed that digital marketing was still growing.^[21][22] With the development of social media in the 2000s, such as LinkedIn, Facebook, YouTube, and Twitter, consumers became highly dependent on digital electronics in their daily lives.^[23] Therefore, they expected a seamless user experience across different channels for searching product information. The change in customer behavior improved the diversification of marketing technology.^[24]

Digital media growth was estimated at 4.5 trillion online ads served annually with digital media spending at 48% growth in 2010.^[25] An increasing portion of advertising stems from businesses employing Online Behavioural Advertising (OBA) to tailor advertising for internet users, but OBA raises concerns about consumer privacy and data protection.^[20]

Non-linear marketing approach

[edit]

Nonlinear marketing, a form of interactive marketing, is a long-term approach that involves businesses gathering data about users’ online behavior and maintaining visibility across various digital platforms.^[26]

Unlike traditional marketing, which typically uses one-way communication methods such as print, television, and radio advertisements, nonlinear digital marketing aims to engage potential customers through multiple online channels.^[27]

As consumer knowledge has increased and demand for more tailored offerings has grown, many organizations have adjusted their outreach strategies. This has included adopting omnichannel and nonlinear marketing methods to help ensure brand visibility, customer engagement, and broader reach.^[28]

Nonlinear marketing strategies focus on customizing advertising across different platforms ^[29]and personalizing messages for individual consumers, rather than addressing a single, uniform audience.^[30]

Tactics may include:^[23]

• Search engine optimization (SEO)
• Social media marketing
• Video marketing
• Email marketing
• Blogging & affiliate marketing
• Website marketing
• Pay-per-click
• Content marketing
• Search engine marketing
• Social media optimization

Some studies indicate that consumer responses to traditional marketing approaches are becoming less predictable for businesses.^[31] According to a 2018 study, nearly 90% of online consumers in the United States researched products and brands online before visiting the store or making a purchase.^[32] The Global Web Index estimated that in 2018, a little more than 50% of consumers researched products on social media.^[33] Businesses often rely on individuals portraying their products in a positive light on social media, and may adapt their marketing strategy to target people with large social media followings in order to generate such comments.^[34] In this manner, businesses can use consumers to advertise their products or services, decreasing the cost for the company.^[35]

Brand awareness

[edit]

Main article: Brand awareness

One of the key objectives of modern digital marketing is to raise brand awareness, the extent to which customers and the public are familiar with and recognize a particular brand.

Enhancing brand awareness is important in digital marketing, and marketing in general, because of its impact on brand perception and consumer decision-making. According to the 2015 essay, "Impact of Brand on Consumer Behavior":

"Brand awareness, as one of the fundamental dimensions of brand equity, is often considered to be a prerequisite of consumers’ buying decision, as it represents the main factor for including a brand in the consideration set. Brand awareness can also influence consumers’ perceived risk assessment and their confidence in the purchase decision, due to familiarity with the brand and its characteristics."^[36]

Recent trends show that businesses and digital marketers are prioritizing brand awareness, focusing more on their digital marketing efforts on cultivating brand recognition and recall than in previous years. This is evidenced by a 2019 Content Marketing Institute study, which found that 81% of digital marketers have worked on enhancing brand recognition over the past year.^[37]

Another Content Marketing Institute survey revealed that 89% of B2B marketers now believe improving brand awareness to be more important than efforts directed at increasing sales.^[38]

Increasing brand awareness is a focus of digital marketing strategy for a number of reasons:

• The growth of online shopping. A survey by Statista projects 230.5 million people in the United States will use the Internet to shop, compare, and buy products by 2021, up from 209.6 million in 2016.^[39] Research from business software firm Salesforce found that 87% of people began searches for products and brands on digital channels in 2018.^[40]
• The role of digital interaction in customer behavior. It's estimated that 70% of all retail purchases made in the U.S. are influenced to some degree by an interaction with a brand online.^[41]
• The growing influence and role of brand awareness in online consumer decision-making: 82% of online shoppers searching for services give preference to brands they know of.^[42]
• The use, convenience, and influence of social media. A recent report by Hootsuite estimated there were more than 3.4 billion active users on social media platforms, a 9% increase from 2018.^[43] A 2019 survey by The Manifest states that 74% of social media users follow brands on social sites, and 96% of people who follow businesses also engage with those brands on social platforms.^[44] According to Deloitte, one in three U.S. consumers are influenced by social media when buying a product, while 47% of millennials factor their interaction with a brand on social when making a purchase.^[45]

Online methods used to build brand awareness

[edit]

Digital marketing strategies may include the use of one or more online channels and techniques (omnichannel) to increase brand awareness among consumers.

Building brand awareness may involve such methods/tools as:

Search engine optimization (SEO)

[edit]

Search engine optimization techniques may be used to improve the visibility of business websites and brand-related content for common industry-related search queries.^[46]

The importance of SEO to increase brand awareness is said to correlate with the growing influence of search results and search features like featured snippets, knowledge panels, and local SEO on customer behavior.^[47]

Search engine marketing (SEM)

[edit]

SEM, also known as PPC advertising, involves the purchase of ad space in prominent, visible positions atop search results pages and websites. Search ads have been shown to have a positive impact on brand recognition, awareness and conversions.^[48]

33% of searchers who click on paid ads do so because they directly respond to their particular search query.^[49]

Social media marketing is characterized by its constant engagement with consumers, emphasizing content creation and interaction skills. It involves real-time monitoring, analysis, summarization, and management of the marketing process, performed via platforms like Hootsuite or Sprout Social, which support these activities and allow adjustments to marketing strategies based on real-time feedback from the market and consumers.^[50][51] 70% of marketers list increasing brand awareness as their number one goal for marketing on social media platforms.^{[citation needed]} As of 2021, LinkedIn has been added as one of the most-used social media platforms by business leaders for its professional networking capabilities.^[52]

56% of marketers believe personalization content – brand-centered blogs, articles, social updates, videos, landing pages – improves brand recall and engagement.^[53]

One of the major changes that occurred in traditional marketing was the "emergence of digital marketing", this led to the reinvention of marketing strategies in order to adapt to this major change in traditional marketing.

As digital marketing is dependent on technology which is ever-evolving and fast-changing, the same features should be expected from digital marketing developments and strategies. This portion is an attempt to qualify or segregate the notable highlights existing and being used as of press time.^[when?]

• Segmentation: More focus has been placed on segmentation within digital marketing, in order to target specific markets in both business-to-business and business-to-consumer sectors.
• Influencer marketing: Important nodes are identified within related communities, known as influencers. This is becoming an important concept in digital targeting.^[54] Influencers allow brands to take advantage of social media and the large audiences available on many of these platforms.^[54] It is possible to reach influencers via paid advertising, such as Facebook Advertising or Google Ads campaigns, or through sophisticated sCRM (social customer relationship management) software, such as SAP C4C, Microsoft Dynamics, Sage CRM and Salesforce CRM. Many universities now focus, at Masters level, on engagement strategies for influencers.

To summarize, Pull digital marketing is characterized by consumers actively seeking marketing content while Push digital marketing occurs when marketers send messages without that content being actively sought by the recipients.

• Online behavioral advertising is the practice of collecting information about a user's online activity over time, "on a particular device and across different, unrelated websites, in order to deliver advertisements tailored to that user's interests and preferences."^[55][56] Such Advertisements are based on site retargeting are customized based on each user behavior and pattern.
• Collaborative Environment: A collaborative environment can be set up between the organization, the technology service provider, and the digital agencies to optimize effort, resource sharing, reusability and communications.^[57] Additionally, organizations are inviting their customers to help them better understand how to service them. This source of data is called user-generated content. Much of this is acquired via company websites where the organization invites people to share ideas that are then evaluated by other users of the site. The most popular ideas are evaluated and implemented in some form. Using this method of acquiring data and developing new products can foster the organization's relationship with its customer as well as spawn ideas that would otherwise be overlooked. UGC is low-cost advertising as it is directly from the consumers and can save advertising costs for the organization.
• 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 the customer visits a website, reads an e-mail, or launches and interact with a 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.^[58]

An important consideration today while deciding on a strategy is that the digital tools have democratized the promotional landscape.

• Remarketing: Remarketing plays a major role in digital marketing. This tactic allows marketers to publish targeted ads in front of an interest category or a defined audience, generally called searchers in web speak, they have either searched for particular products or services or visited a website for some purpose.
• Game advertising: Game ads are advertisements that exist within computer or video games. One of the most common examples of in-game advertising is billboards appearing in sports games. In-game ads also might appear as brand-name products like guns, cars, or clothing that exist as gaming status symbols.

Six principles for building online brand content:^[59]

• Do not consider individuals as consumers;
• Have an editorial position;
• Define an identity for the brand;
• Maintain a continuity of contents;
• Ensure a regular interaction with audience;
• Have a channel for events.

Tourism marketing: Advanced tourism, responsible and sustainable tourism, social media and online tourism marketing, and geographic information systems. As a broader research field matures and attracts more diverse and in-depth academic research.^[60]

The new digital era has enabled brands to selectively target their customers that may potentially be interested in their brand or based on previous browsing interests. Businesses can use social media to select the age range, location, gender, and interests of whom they would like their targeted post to be seen. Furthermore, based on a customer's recent search history they can be ‘followed’ on the internet so they see advertisements from similar brands, products, and services,^[61] that allows businesses to target the specific customers that they know and feel will most benefit from their product or service, something that had limited capabilities up until the digital era.

Digital marketing activity is still growing across the world according to the headline global marketing index. A study published in September 2018, found that global outlays on digital marketing tactics are approaching $100 billion.^[62] Digital media continues to rapidly grow. While the marketing budgets are expanding, traditional media is declining.^[63] Digital media helps brands reach consumers to engage with their product or service in a personalized way. Five areas, which are outlined as current industry practices that are often ineffective are prioritizing clicks, balancing search and display, understanding mobiles, targeting, viewability, brand safety and invalid traffic, and cross-platform measurement.^[64] Why these practices are ineffective and some ways around making these aspects effective are discussed surrounding the following points.

Prioritizing clicks refers to display click ads, although advantageous by being ‘simple, fast and inexpensive’ rates for display ads in 2016 is only 0.10 percent in the United States. This means one in a thousand click ads is relevant therefore having little effect. This displays that marketing companies should not just use click ads to evaluate the effectiveness of display advertisements.^[64]

Balancing search and display for digital display ads is important. marketers tend to look at the last search and attribute all of the effectiveness of this. This, in turn, disregards other marketing efforts, which establish brand value within the consumer's mind. ComScore determined through drawing on data online, produced by over one hundred multichannel retailers that digital display marketing poses strengths when compared with or positioned alongside, paid search.^[64] This is why it is advised that when someone clicks on a display ad the company opens a landing page, not its home page. A landing page typically has something to draw the customer in to search beyond this page. Commonly marketers see increased sales among people exposed to a search ad. But the fact of how many people you can reach with a display campaign compared to a search campaign should be considered. Multichannel retailers have an increased reach if the display is considered in synergy with search campaigns. Overall, both search and display aspects are valued as display campaigns build awareness for the brand so that more people are likely to click on these digital ads when running a search campaign.^[64]

Understanding mobile devices is a significant aspect of digital marketing because smartphones and tablets are now responsible for 64% of the time US consumers are online.^[64] Apps provide a big opportunity as well as challenge for the marketers because firstly the app needs to be downloaded and secondly the person needs to actually use it. This may be difficult as ‘half the time spent on smartphone apps occurs on the individuals single most used app, and almost 85% of their time on the top four rated apps’.^[64] Mobile advertising can assist in achieving a variety of commercial objectives and it is effective due to taking over the entire screen, and voice or status is likely to be considered highly. However, the message must not be seen or thought of as intrusive.^[64] Disadvantages of digital media used on mobile devices also include limited creative capabilities, and reach. Although there are many positive aspects including the user's entitlement to select product information, digital media creating a flexible message platform and there is potential for direct selling.^[65]

The number of marketing channels continues to expand, as measurement practices are growing in complexity. A cross-platform view must be used to unify audience measurement and media planning. Market researchers need to understand how the Omni-channel affects consumer's behavior, although when advertisements are on a consumer's device this does not get measured. Significant aspects to cross-platform measurement involve deduplication and understanding that you have reached an incremental level with another platform, rather than delivering more impressions against people that have previously been reached.^[64] An example is ‘ESPN and comScore partnered on Project Blueprint discovering the sports broadcaster achieved a 21% increase in unduplicated daily reach thanks to digital advertising’.^[64] Television and radio industries are the electronic media, which competes with digital and other technological advertising. Yet television advertising is not directly competing with online digital advertising due to being able to cross platform with digital technology. Radio also gains power through cross platforms, in online streaming content. Television and radio continue to persuade and affect the audience, across multiple platforms.^[66]

Targeting, viewability, brand safety, and invalid traffic all are aspects used by marketers to help advocate digital advertising. Cookies are a form of digital advertising, which are tracking tools within desktop devices, causing difficulty, with shortcomings including deletion by web browsers, the inability to sort between multiple users of a device, inaccurate estimates for unique visitors, overstating reach, understanding frequency, problems with ad servers, which cannot distinguish between when cookies have been deleted and when consumers have not previously been exposed to an ad. Due to the inaccuracies influenced by cookies, demographics in the target market are low and vary.^[64] Another element, which is affected by digital marketing, is ‘viewability’ or whether the ad was actually seen by the consumer. Many ads are not seen by a consumer and may never reach the right demographic segment. Brand safety is another issue of whether or not the ad was produced in the context of being unethical or having offensive content. Recognizing fraud when an ad is exposed is another challenge marketers face. This relates to invalid traffic as premium sites are more effective at detecting fraudulent traffic, although non-premium sites are more so the problem.^[64]

Digital Marketing Channels are systems based on the Internet that can create, accelerate, and transmit product value from producer to a consumer terminal, through digital networks.^[67][68] Digital marketing is facilitated by multiple Digital Marketing channels, as an advertiser one's core objective is to find channels which result in maximum two-way communication and a better overall ROI for the brand. There are multiple digital marketing channels available namely:^[69]

1. Affiliate marketing - Affiliate marketing is perceived to not be considered a safe, reliable, and easy means of marketing through online platforms. This is due to a lack of reliability in terms of affiliates that can produce the demanded number of new customers. As a result of this risk and bad affiliates, it leaves the brand prone to exploitation in terms of claiming commission that isn't honestly acquired. Legal means may offer some protection against this, yet there are limitations in recovering any losses or investment. Despite this, affiliate marketing allows the brand to market towards smaller publishers and websites with smaller traffic. Brands that choose to use this marketing often should beware of such risks involved and look to associate with affiliates in which rules are laid down between the parties involved to assure and minimize the risk involved.^[70]

2. 

   Display advertising - As the term implies, online display advertising deals with showcasing promotional messages or ideas to the consumer on the internet. This includes a wide range of advertisements like advertising blogs, networks, interstitial ads, contextual data, ads on search engines, classified or dynamic advertisements, etc. The method can target specific audience tuning in from different types of locals to view a particular advertisement, the variations can be found as the most productive element of this method.
3. Email marketing - Email marketing in comparison to other forms of digital marketing is considered cheap. It is also a way to rapidly communicate a message such as their value proposition to existing or potential customers. Yet this channel of communication may be perceived by recipients to be bothersome and irritating especially to new or potential customers, therefore the success of email marketing is reliant on the language and visual appeal applied. In terms of visual appeal, there are indications that using graphics/visuals that are relevant to the message which is attempting to be sent, yet less visual graphics to be applied with initial emails are more effective in-turn creating a relatively personal feel to the email. In terms of language, the style is the main factor in determining how captivating the email is. Using a casual tone invokes a warmer, gentler and more inviting feel to the email, compared to a more formal tone.
4. Search engine marketing - Search engine marketing (SEM) is a form of Internet marketing that involves the promotion of websites by increasing their visibility in search engine results pages (SERPs) primarily through paid advertising. SEM may incorporate Search engine optimization, which adjusts or rewrites website content and site architecture to achieve a higher ranking in search engine results pages to enhance pay per click (PPC) listings.
5. Social Media Marketing - The term 'Digital Marketing' has a number of marketing facets as it supports different channels used in and among these, comes the Social Media. When we use social media channels (Facebook, Twitter, Pinterest, Instagram, Google+, etc.) to market a product or service, the strategy is called Social Media Marketing. It is a procedure wherein strategies are made and executed to draw in traffic for a website or to gain the attention of buyers over the web using different social media platforms.
6. Social networking service - A social networking service is an online platform which people use to build social networks or social relations with other people who share similar personal or career interests, activities, backgrounds or real-life connections
7. In-game advertising - In-Game advertising is defined as the "inclusion of products or brands within a digital game."^[72] 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 the 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 on 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"^[72] is important as it results in a more clarity about the brand/product and creates a larger overall effect.
8. Online public relations - The use of the internet to communicate with both potential and current customers in the public realm.
9. Video advertising - This type of advertising in terms of digital/online means are advertisements that play on online videos e.g., YouTube videos. This type of marketing has seen an increase in popularity over time.^[73] Online Video Advertising usually consists of three types: Pre-Roll advertisements which play before the video is watched, Mid-Roll advertisements which play during the video, or Post-Roll advertisements which play after the video is watched.^[74] Post-roll advertisements were shown to have better brand recognition in relation to the other types, where-as "ad-context congruity/incongruity plays an important role in reinforcing ad memorability".^[73] Due to selective attention from viewers, there is the likelihood that the message may not be received.^[75] The main advantage of video advertising is that it disrupts the viewing experience of the video and therefore there is a difficulty in attempting to avoid them. How a consumer interacts with online video advertising can come down to three stages: Pre attention, attention, and behavioral decision.^[76] These online advertisements give the brand/business options and choices. These consist of length, position, adjacent video content which all directly affect the effectiveness of the produced advertisement time,^[73] therefore manipulating these variables will yield different results. The length of the advertisement has shown to affect memorability where-as a longer duration resulted in increased brand recognition.^[73] This type of advertising, due to its nature of interruption of the viewer, it is likely that the consumer may feel as if their experience is being interrupted or invaded, creating negative perception of the brand.^[73] These advertisements are also available to be shared by the viewers, adding to the attractiveness of this platform. Sharing these videos can be equated to the online version of word by mouth marketing, extending number of people reached.^[77] Sharing videos creates six different outcomes: these being "pleasure, affection, inclusion, escape, relaxation, and control".^[73] As well, videos that have entertainment value are more likely to be shared, yet pleasure is the strongest motivator to pass videos on. Creating a ‘viral’ trend from a mass amount of a brand advertisement can maximize the outcome of an online video advert whether it be positive or a negative outcome.
10. Native Advertising - This involves the placement of paid content that replicates the look, feel, and oftentimes, the voice of a platform's existing content. It is most effective when used on digital platforms like websites, newsletters, and social media. Can be somewhat controversial as some critics feel it intentionally deceives consumers.^[78]
11. Content Marketing - This is an approach to marketing that focuses on gaining and retaining customers by offering helpful content to customers that improves the buying experience and creates brand awareness. A brand may use this approach to hold a customer's attention with the goal of influencing potential purchase decisions.^[79] Content marketing is a strategic marketing approach focused on creating and distributing valuable, relevant, and consistent content to attract and retain a clearly defined audience — and, ultimately, to drive profitable customer action.^[80]
12. Sponsored Content - This utilises content created and paid for by a brand to promote a specific product or service.^[81]
13. Inbound Marketing- a market strategy that involves using content as a means to attract customers to a brand or product. Requires extensive research into the behaviors, interests, and habits of the brand's target market.^[82]
14. SMS Marketing: Although the popularity is decreasing day by day, still SMS marketing plays huge role to bring new user, provide direct updates, provide new offers etc.
15. Push Notification: In this digital era, Push Notification responsible for bringing new and abandoned customer through smart segmentation. Many online brands are using this to provide personalised appeals depending on the scenario of customer acquisition.
16. Influencer Marketing: Influencer marketing is a digital marketing strategy that involves partnering with individuals who have a large following on social media and other online platforms. These influencers, also known as content creators, bloggers, or social media personalities, can influence consumer behavior and decisions.^[83]

It is important for a firm to reach out to consumers and create a two-way communication model, as digital marketing allows consumers to give back feedback to the firm on a community-based site or straight directly to the firm via email.^[84] Firms should seek this long-term communication relationship by using multiple forms of channels and using promotional strategies related to their target consumer as well as word-of-mouth marketing.^[84]

Possible benefits of digital marketing include:

• any information that is needed is accessible at any time and/or place^[85]
• surpasses internet marketing and also possesses alternatives choices without the internet needed^[86]
• top in presenting beneficial ways and features that reach, inform, engage, offer, and sell services and products to consumers^[85]
• businesses can attain data that present target audiences based on their age, location, interests, and education^{[citation needed]}
• low investment, the cost per lead is 61% less expensive than traditional marketing^[87]
• able to reach every mobile user, there are over 14 billion worldwide mobile devices and with a projection to grow to almost 18 billion by the year 2024^[87]

Digital marketing used to rely primarily on self-regulation included in the ICC Code,^[88] which included rules that apply to marketing communications using digital interactive media. However, self-regulation has proved largely ineffective,^[89][90] leading to the consolidation of market power in a few firms, including Google, which has been determined to hold monopolies in search marketing and digital advertising.^[91][92] While self-regulation codes still exist, government regulation is increasing in multiple jurisdictions, including California's legislation on targeting advertising online.^[93] In Europe, digital marketing is regulated through multiple codes, of which the most important is the Digital Services Act,^[94] which entered into force on 17 February, 2024. Other regulations focus on user privacy and data management such as the General Data Protection Regulation (GDPR).^[95]

Digital marketing planning is a term used in marketing management. It describes the first stage of forming a digital marketing strategy for the wider digital marketing system. The difference between digital and traditional marketing planning is that it uses digitally based communication tools and technology such as Social, Web, Mobile, Scannable Surface.^[96][97] Nevertheless, both are aligned with the vision, the mission of the company and the overarching business strategy.^[98]

Dr. Dave Chaffey, an author on marketing topics, has suggested that successful digital marketing strategies have do digital marketing planning (DMP), which is a three-stage approach: Opportunity, Strategy, and Action. This generic strategic approach often has phases of situation review, goal setting, strategy formulation, resource allocation and monitoring.^[98]

To create an effective DMP, a business first needs to review the marketplace and set "SMART" (Specific, Measurable, Actionable, Relevant, and Time-Bound) objectives.^[99] They can set SMART objectives by reviewing the current benchmarks and key performance indicators (KPIs) of the company and competitors. It is pertinent that the analytics used for the KPIs be customized to the type, objectives, mission, and vision of the company.^[100][101]

Companies can scan for marketing and sales opportunities by reviewing their own outreach as well as influencer outreach. This means they have competitive advantage because they are able to analyse their co-marketers influence and brand associations.^[102]

To seize the opportunity, the firm should summarize its current customers' personas and purchase journey from this they are able to deduce their digital marketing capability.^[103]

To create a planned digital strategy, the company must review their digital proposition (what you are offering to consumers) and communicate it using digital customer targeting techniques. So, they must define online value proposition (OVP), this means the company must express clearly what they are offering customers online e.g., brand positioning.

The company should also (re)select target market segments and personas and define digital targeting approaches.

After doing this effectively, it is important to review the marketing mix for online options. The marketing mix comprises the 4Ps – Product, Price, Promotion, and Place.^[104][105] Some academics have added three additional elements to the traditional 4Ps of marketing Process, Place, and Physical appearance making it 7Ps of marketing.^[106]

The third and final stage requires the firm to set a budget and management systems. These must be measurable touchpoints, such as the audience reached across all digital platforms. Furthermore, marketers must ensure the budget and management systems are integrating the paid, owned, and earned media of the company.^[107] The Action and final stage of planning also requires the company to set in place measurable content creation e.g. oral, visual or written online media.^[108]

One way marketers can reach out to consumers and understand their thought process is through what is called an empathy map. An empathy map is a four-step process. The first step is through asking questions that the consumer would be thinking in their demographic. The second step is to describe the feelings that the consumer may be having. The third step is to think about what the consumer would say in their situation. The final step is to imagine what the consumer will try to do based on the other three steps. This map is so marketing teams can put themselves in their target demographics shoes.^[109] Web Analytics are also a very important way to understand consumers. They show the habits that people have online for each website.^[110] One particular form of these analytics is predictive analytics which helps marketers figure out what route consumers are on. This uses the information gathered from other analytics and then creates different predictions of what people will do so that companies can strategize on what to do next, according to the people's trends.^[111]

• Consumer behavior: the habits or attitudes of a consumer that influences the buying process of a product or service.^[112] Consumer behavior impacts virtually every stage of the buying process specifically in relation to digital environments and devices.^[112]
• Predictive analytics: a form of data mining that involves using existing data to predict potential future trends or behaviors.^[113] Can assist companies in predicting future behavior of customers.
• Buyer persona: employing research of consumer behavior regarding habits like brand awareness and buying behavior to profile prospective customers.^[113] Establishing a buyer persona helps a company better understand their audience and their specific wants/needs.
• Marketing Strategy: strategic planning employed by a brand to determine potential positioning within a market as well as the prospective target audience. It involves two key elements: segmentation and positioning.^[113] By developing a marketing strategy, a company is able to better anticipate and plan for each step in the marketing and buying process.

The "sharing economy" refers to an economic pattern that aims to obtain a resource that is not fully used.^[114] Nowadays, the sharing economy has had an unimagined effect on many traditional elements including labor, industry, and distribution system.^[114] This effect is not negligible that some industries are obviously under threat.^[114][115] The sharing economy is influencing the traditional marketing channels by changing the nature of some specific concept including ownership, assets, and recruitment.^[115]

Digital marketing channels and traditional marketing channels are similar in function that the value of the product or service is passed from the original producer to the end user by a kind of supply chain.^[116] Digital Marketing channels, however, consist of internet systems that create, promote, and deliver products or services from producer to consumer through digital networks.^[117] Increasing changes to marketing channels has been a significant contributor to the expansion and growth of the sharing economy.^[117] Such changes to marketing channels has prompted unprecedented and historic growth.^[117] In addition to this typical approach, the built-in control, efficiency and low cost of digital marketing channels is an essential features in the application of sharing economy.^[116]

Digital marketing channels within the sharing economy are typically divided into three domains including, e-mail, social media, and search engine marketing or SEM.^[117]

• E-mail - A form of direct marketing characterized as being informative, promotional, and often a means of customer relationship management.^[117] Organization can update the activity or promotion information to the user by subscribing the newsletter mail that happened in consuming. Success is reliant upon a company's ability to access contact information from its past, present, and future clientele.^[117]
• Social Media - Social media has the capability to reach a larger audience in a shorter time frame than traditional marketing channels.^[117] This makes social media a powerful tool for consumer engagement and the dissemination of information.^[117]
• Search Engine Marketing or SEM - Requires more specialized knowledge of the technology embedded in online platforms.^[117] This marketing strategy requires long-term commitment and dedication to the ongoing improvement of a company's digital presence.^[117]

Other emerging digital marketing channels, particularly branded mobile apps, have excelled in the sharing economy.^[117] Branded mobile apps are created specifically to initiate engagement between customers and the company. This engagement is typically facilitated through entertainment, information, or market transaction.^[117]