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Mobile marketing
View on WikipediaThis article's lead section may be too short to adequately summarize the key points. (September 2014) |
Mobile marketing is a multi-channel online marketing technique focused at reaching a specific audience on their smartphones, feature phones, tablets, or any other related devices through websites, e-mail, SMS and MMS, social media, or mobile applications.[1] Mobile marketing can provide customers with time and location sensitive, personalized information that promotes goods, services, appointment reminders and ideas.[2] In a more theoretical manner, academic Andreas Kaplan defines mobile marketing as "any marketing activity conducted through a ubiquitous network to which consumers are constantly connected using a personal mobile device".[3]
SMS marketing
[edit]Marketing through cellphones SMS (Short Message Service) became increasingly popular in the early 2000s in Europe and some parts of Asia when businesses started to collect mobile phone numbers and send off wanted (or unwanted) content. On average, SMS messages have a 98% open rate and are read within 3 minutes, making them highly effective at reaching recipients quickly.[4]
Over the past few years, SMS marketing has become a legitimate advertising channel in some parts of the world. This is because, unlike email over the public internet, the carriers who police their own networks have set guidelines and best practices for the mobile media industry (including mobile advertising). The IAB (Interactive Advertising Bureau)has established guidelines and is evangelizing the use of the mobile channel for marketers. While this has been fruitful in developed regions such as North America, Western Europe and some other countries, mobile SPAM messages (SMS sent to mobile subscribers without a legitimate and explicit opt-in by the subscriber) remain an issue in many other parts of the world, partly due to the carriers selling their member databases to third parties. In India, however, the government's efforts to create the National Do Not Call Registry have helped cellphone users stop SMS advertisements by sending a simple SMS or calling 1909.[5]
Mobile marketing approaches through SMS have expanded rapidly in Europe and Asia as a new channel to reach the consumer. SMS initially received negative media coverage in many parts of Europe for being a new form of spam as some advertisers purchased lists and sent unsolicited content to consumer's phones; however, as guidelines are put in place by the mobile operators, SMS has become the most popular branch of the Mobile Marketing industry with several 100 million advertising SMS sent out every month in Europe alone. This is thanks in part to SMS messages being hardware agnostic—they can be delivered to practically any mobile phone, smartphone or feature phone and accessed without a Wi-Fi or mobile data connection. This is important to note since there were over 5 billion unique mobile phone subscribers worldwide in 2017, which is about 66% of the world population.[6]
However, nowadays, the mobile phone has become a focal device in people’s lives, and many people cannot live without it. These advanced mobile technologies bring people more business opportunities that connect business people and consumers at any time and place. Because of this, digital marketing has become more essential, and mobile marketing is one of the newest digital marketing channels that people are considering; it can get information about the features of goods that people like without the need for buyers to go to the actual store.[7]
SMS marketing has both inbound and outbound marketing strategies. Inbound marketing focuses on lead generation, and outbound marketing focuses on sending messages for sales, promotions, contests, donations, television program voting, appointments and event reminders.
There are 5 key components to SMS marketing: sender ID, message size, content structure, spam compliance, and message delivery.
Sender ID
[edit]A sender ID is a name or number that identifies who the sender is. For commercial purposes, virtual numbers, short codes, SIM hosting, and custom names are most commonly used and can be leased through bulk SMS providers.
Shared Virtual Numbers
[edit]As the name implies, shared virtual numbers are shared by many different senders. They're usually free, but they can't receive SMS replies, and the number changes from time to time without notice or consent. Senders may have different shared virtual numbers on different days, which may make it confusing or untrustworthy for recipients depending on the context. For example, shared virtual numbers may be suitable for 2-factor authentication text messages, as recipients are often expecting these text messages, which are often triggered by actions that the recipients make. But for text messages that the recipient isn't expecting, like a sales promotion, a dedicated virtual number may be preferred.
Dedicated Virtual Numbers
[edit]To avoid sharing numbers with other senders, and for brand recognition and number consistency, leasing a dedicated virtual number, which are also known as a long code or long number (international number format, e.g. +44 7624 805000 or US number format,[8] e.g. 757 772 8555), is a viable option. Unlike a shared number, it can receive SMS replies. Senders can choose from a list of available dedicated virtual numbers from a bulk SMS provider. Prices for dedicated virtual numbers can vary. Some numbers, often called Gold numbers, are easier to recognise and, therefore, more expensive to lease. Senders may also get creative and choose a vanity number. These numbers spell out a word or phrase using the keypad, like +1-(123)-ANUMBER.
Short codes
[edit]Shortcodes offer very similar features to a dedicated virtual number but are short mobile numbers that are usually 5-6 digits. Their length and availability are different in each and every country. These are usually more expensive and are commonly used by enterprises and governmental organizations. For mass messaging, shortcodes are preferred over a dedicated virtual number because of their higher throughput and are great for time-sensitive campaigns and emergencies.[9]
In Europe, the first cross-carrier SMS shortcode campaign was run by Txtbomb in 2001 for an Island Records release. In North America, it was the Labatt Brewing Company in 2002. Over the past few years, mobile short codes have been increasingly popular as a new channel to communicate to the mobile consumer. Brands have begun to treat the mobile shortcode as a mobile domain name, allowing the consumer to text message the brand at an event, in-store and off any traditional media.
Short codes provide a direct line between a brand and their customer base. Once a company has a dedicated short code, they are able to directly message their audience without worrying if the messages are being delivered, unlike long code D.I.D.s (Direct Inward Dial, another term for phone number). Whereas long code texts face a higher level of scrutiny, short codes give you unrivalled throughput without triggering red flags from the carriers.
SIM hosting
[edit]Physical and virtual SIM hosting allows a mobile number sourced from a carrier to be used for receiving SMS as part of a marketing campaign. The SIM associated with the number is hosted by a bulk SMS provider. With physical SIM hosting, a SIM is physically hosted in a GSM modem and SMS received by the SIM are relayed to the customer. With virtual SIM hosting, the SIM is roamed onto the Bulk SMS provider's partner mobile network and SMS sent to the mobile number are routed from the mobile network's SS7 network to an SMSC or virtual mobile gateway, and then onto the customer.
Custom Sender ID
[edit]A custom sender ID, also known as an alphanumeric sender ID, enables users to set a business name as the sender ID for one-way organization-to-consumer messages. Custom sender IDs are only supported in certain countries and are up to 11 characters long, and support uppercase and lowercase ASCII letters and digits 0-9.[10] Senders are not allowed to use digits only as this would mimic a shortcode or virtual number that they do not have access to. Reputable bulk SMS providers will check customer sender IDs beforehand to make sure senders are not misusing or abusing them.
Message Size
[edit]The message size will then determine the number of SMS messages that are sent, which then determines the amount of money spent on marketing a product or service. Not all characters in a message are the same size.
| Character Count | Character Type |
|---|---|
| 1 | Standard GSM character |
| 1 | Space |
| 1 | Line Break |
| 2 | Escape characters (e.g. ^ € { } [ ] ~ ) |
A single SMS message has a maximum size of 1120 bits. This is important because there are two types of character encodings, GSM and Unicode. Latin-based languages like English are GSM based encoding, which are 7 bits per character. This is where text messages typically get their 160 characters per SMS limit.[11] Long messages that exceed this limit are concatenated. They are split into smaller messages, which are recombined by the receiving phone.
Concatenated messages can only fit 153 characters instead of 160. For example, a 177 character message is sent as 2 messages. The first is sent with 153 characters and the second with 24 characters.[12] The process of SMS concatenation can happen up to 4 times for most bulk SMS providers, which allows senders a maximum of 612 character messages per campaign.
Non-Latin based languages, like Chinese, and also emojis use a different encoding process called Unicode or Unicode Transformation Format (UTF-8). It is meant to encompass all characters for efficiency but has a caveat. Each Unicode character is 16 bits in size, which takes more information to send, therefore limiting SMS messages to 70 characters. Messages that are larger than 70 characters are also concatenated. These messages can fit 67 characters and can be concatenated up to 4 times for a maximum of 268 characters.
| Number of SMS | Maximum GSM characters | Maximum Unicode characters |
|---|---|---|
| 1 regular | 160 | 70 |
| 2 concatenated | 306 | 134 |
| 3 concatenated | 459 | 201 |
| 4 concatenated | 612 | 268 |
Content Structure
[edit]Special elements that can be placed inside a text message include:
- UTF-8 Characters: Send SMS in different languages, special characters, or emojis
- Keywords: Use keywords to trigger an automated response
- Links: Track campaigns easily by using shortened URLs to custom landing pages
- Interactive Elements: Pictures, animations, audio, or video
Texting is simple, however, when it comes to SMS marketing - there are many different content structures that can be implemented. Popular message types include sale alerts, reminders, keywords, and multimedia messaging services (MMS).
SMS Sales Alerts
[edit]Sale alerts are the most basic form of SMS marketing. They are generally used for clearance, flash sales, and special promotions. Typical messages include coupon codes, and information like expiration dates, products, and website links for additional information.
SMS Transaction Alerts
[edit]Transaction Alerts are used by financial institutions to notify their customer about a financial transaction done from their account. Some SMS only highlights the amount transacted while some also include the balance amount left in the account.
SMS Reminders
[edit]Reminders are commonly used in appointment-based industries or for recurring events. Some senders choose to ask their recipients to respond to the reminder text with an SMS keyword to confirm their appointment. This can really help improve the sender's workflow and reduce missed appointments, leading to improved productivity and revenue.
SMS Keywords
[edit]This allows people to text a custom keyword to a dedicated virtual number or short code. Through custom keywords, users can opt-in to service with minimal effort. Once a keyword is triggered, an autoresponder can be set to guide the user to the next step. They can also activate different functions, which include entering a contest, forwarding to an email or mobile number, group chat, and sending an auto-response.
Keywords also allow users to opt-in to receive further marketing correspondence. When using a long code number you face higher levels of scrutiny from Telecom Companies. When sending SMS messages through long code you are unable to send messages with a link in the first message. This is done at the carrier level to help cut down on spam. Using keyword responses, a company can create a bridge between themselves and the user. Carriers will recognize users responding to an SMS with a keyword as a conversation and will allow links to be delivered.
Spam Compliance
[edit]Similar to email, SMS has anti-spam laws which differ from country to country. As a general rule, it's important to obtain the recipient's permission before sending any text message, especially an SMS marketing type of message. Permission can be obtained in a myriad of ways, including allowing prospects or customers to tick a permission checkbox on a website, filling in a form, or getting a verbal agreement.[13]
In most countries, SMS senders need to identify themselves as their business name inside their initial text message. Identification can be placed in either the sender ID or within the message body copy. Spam prevention laws may also apply to SMS marketing messages, which must include a method to opt out of messages.
One key criterion for provisioning is that the consumer opts in to the service.[14] The mobile operators demand a double opt-in from the consumer and the ability for the consumer to opt-out of the service at any time by sending the word STOP via SMS. These guidelines are established in the CTIA Playbook and the MMA Consumer Best Practices Guidelines[15] which are followed by all mobile marketers in the United States. In Canada, opt-in became mandatory once the Fighting Internet and Wireless Spam Act came into force in 2014.
Message Delivery
[edit]Simply put, SMS infrastructure is made up of special servers that talk to each other, using software called Short Message Service Centre (SMSC) that use a special protocol called Short Message Peer to Peer (SMPP).
Through the SMPP connections, bulk SMS providers (also known as SMS Gateways) like the ones mentioned above can send text messages and process SMS replies and delivery receipts.
When a user sends messages through a bulk SMS provider, it gets delivered to the recipient's carrier via an ON-NET connection or the International SS7 Network.[16]
SS7 Network
[edit]Operators around the world are connected by a network known as Signaling System #7. It's used to exchange information related to phone calls, number translations, prepaid billing systems, and is the backbone of SMS. SS7 is what carriers around the world use to talk to each other.
ON-NET Routing
[edit]ON-NET routing is the most popular form of messaging globally. It's the most reliable and preferable way for telecommunications/carriers to receive messages, as the messages from the bulk SMS provider is sent to them directly. For senders that need consistency and reliability, seeking a provider that uses ON-NET routing should be the preferred option.
Grey Routing
[edit]Grey Routing is a term given to messages that are sent to carriers (often offshore) that have low cost interconnect agreements with other carriers. Instead of sending the messages directly to the intended carrier, some bulk SMS providers send it to an offshore carrier, which will relay the message to the intended carrier. At the cost of consistency and reliability, this roundabout way is cheaper, and these routes can disappear without notice and are slower. Many carriers don't like this type of routing, and will often block them with filters set up in their SMSCs.
Hybrid Routing
[edit]Some bulk SMS providers have the option to combine more reliable grey routing on lower value carriers with their ON-NET offerings. If the routes are managed well, then messages can be delivered reliably. Hybrid routing is more common for SMS marketing messages, where timeliness and reliable delivery is less of an issue.
SMS Service Providers
[edit]The easiest and most efficient way of sending an SMS marketing campaign is through a bulk SMS service provider. Enterprise-grade SMS providers will usually allow new customers the option to sign-up for a free trial account before committing to their platform. Reputable companies also offer free spam compliance, real-time reporting, link tracking, SMS API,[17] multiple integration options, and a 100% delivery guarantee. Most providers can provide link shorteners and built-in analytics to help track the return on investment of each campaign.
Depending on the service provider and country, each text message can cost up to a few cents each.[18] Senders intending to send a lot of text messages per month or per year may get discounts from service providers.
Since spam laws differ from country to country, SMS service providers are usually location-specific.[19] This is a list of the most popular and reputable SMS companies in each continent, with some information about the number of phones in use. It is important to note that message pricing, message delivery, and service offerings will also differ substantially from country to country.
Africa
[edit]| Country | # Mobile Phones | Popular SMS Providers |
|---|---|---|
| Nigeria | 190,121,232 | Express Bulk SMS, SMS Portal Nigeria, Bulk SMS Nigeria |
| South Africa | 103,500,500 | SMS Portal, CM.com, Clickatell |
| Algeria | 33,000,000 | Innovative Txt, Broad Net SMS, My Cool SMS |
Asia
[edit]| Country | # Mobile Phones | Popular SMS Providers |
|---|---|---|
| China | 1,321,930,000 | Bysoft, EzTexting, Web2Asia |
| India | 1,162,470,432 | ACL Mobile Ltd, SMS Gateway Hub, SMS Gateway Center, Txt Local, Tubelight Communications, SMSCountry |
| Indonesia | 236,800,000 | Thai Bulk SMS, One Way SMS, Bulk SMS |
| Iran | 78,600,000 | Medianasms |
Australia/Oceania
[edit]| Country | # Mobile Phones | Popular SMS Providers |
|---|---|---|
| Australia | 20,570,000 | ClickSend, MessageMedia, SMS Central |
| New Zealand | 4,761,000 | MessageMedia, Texta, Burst SMS, ClickSend |
North America
[edit]| Country | # Mobile Phones | Popular SMS Providers |
|---|---|---|
| United States of America | 327,577,529 | Vibes, Twilio, Tatango |
| Mexico | 101,339,000 | Nextel, Active Campaign, Expert Texting |
| Canada | 31,210,628 | Simply Cast, Modis Club, Clickatell |
Europe
[edit]| Country | # Mobile Phones | Popular SMS Providers |
|---|---|---|
| Germany | 107,000,000 | Txt Nation, Message Mobile, Burst SMS |
| Italy | 88,580,000 | Vola, E-BC, KDEV SMS |
| United Kingdom | 83,100,000 | MMG, Quicksms.com |
South America
[edit]| Country | # Mobile Phones | Popular SMS Providers |
|---|---|---|
| Brazil | 284,200,000 | Clickatell, Bulk SMS, Txt Nation |
| Argentina | 56,725,200 | Innovative Txt, Intis Telecom, Via Nett |
| Colombia | 57,900,472 | SMS Gateway, Clickatell, Bulk SMS |
MMS
[edit]MMS mobile marketing can contain a timed slideshow of images, text, audio and video. This mobile content is delivered via MMS (Multimedia Message Service). Nearly all new phones produced with a color screen are capable of sending and receiving standard MMS message. Brands are able to both send (mobile terminated) and receive (mobile originated) rich content through MMS A2P (application-to-person) mobile networks to mobile subscribers. In some networks, brands are also able to sponsor messages that are sent P2P (person-to-person).
A typical MMS message based on the GSM encoding can have up to 1500 characters, whereas one based on Unicode can have up to 500 characters.[20] Messages that are longer than the limit are truncated and not concatenated like an SMS.
Good examples of mobile-originated MMS marketing campaigns are Motorola's ongoing campaigns at House of Blues venues, where the brand allows the consumer to send their mobile photos to the LED board in real-time as well as blog their images online.
Push notifications
[edit]Push notifications were first introduced to smartphones by Apple with the Push Notification Service in 2009.[21] For Android devices, Google developed Android Cloud to Messaging or C2DM in 2010. Google replaced this service with Google Cloud Messaging in 2013.[22] Commonly referred to as GCM, Google Cloud Messaging served as C2DM's successor, making improvements to authentication and delivery, new API endpoints and messaging parameters, and the removal of limitations on API send-rates and message sizes. It is a message that pops up on a mobile device. It is the delivery of information from a software application to a computing device without any request from the client or the user. They look like SMS notifications but they reach only the users who installed the app. The specifications vary for iOS and Android users. SMS and push notifications can be part of a well-developed inbound mobile marketing strategy.
According to mobile marketing company Leanplum, Android sees open rates nearly twice as high as those on iOS. Android sees open rates of 3.48 percent for push notification, versus iOS which has open rates of 1.77 percent.[23]
App-based marketing
[edit]With the strong growth in the use of smartphones, app usage has also greatly increased. The annual number of mobile app downloads over the last few years has exponentially grown, with hundreds of billions of downloads in 2018, and the number of downloads expecting to climb by 2022.[24] Therefore, mobile marketers have increasingly taken advantage of smartphone apps as a marketing resource. Marketers aim to optimize the visibility of an app in a store, which will maximize the number of downloads. This practice is called App Store Optimization (ASO).
There is a lot of competition[25] in this field as well. However, just like other services, it is not easy anymore to rule the mobile application market. Most companies have acknowledged the potential of Mobile Apps to increase the interaction between a company and its target customers. With the fast progress and growth of the smartphone market, high-quality Mobile app development is essential to obtain a strong position in a mobile app store.
The term app marketing has not yet been defined in a unified scientific definition and is also used in various ways in practice. The term refers on the one hand to those activities that serve to generate app downloads and thus attract new users for a mobile app. In some cases, the term is also used to describe the promotional sending of push notifications and in-app messages.[26]
Here are several models for App marketing.
1. Content embedded mode For the most part at present, the downloading APP from APP store is free, for APP development enterprise, need a way to flow to liquidate, implantable advertising and APP combines content marketing and game characters to seamlessly integrating user experience, so as to improve advertising hits.[27] With these free downloading apps, developers use in-app purchases or subscription to profit.[28]
2. Advertising model advertisement implantation mode is a common marketing mode in most APP applications. Through Banner ads, consumer announcements, or in-screen advertising, users will jump to the specified page and display the advertising content when users click. This model is more intuitive, and can attract users' attention quickly.
3. User participation mode is mainly applied to website transplantation and brand APP. The company publishes its own brand APP to the APP store for users to download, so that users can intuitively understand the enterprise or product information better. As a practical tool, this APP brings great convenience to users' life. User reference mode enables users to have a more intimate experience, so that users can understand the product, enhance the brand image of the enterprise, and seize the user's heart.
4. The shopping website embedded mode is the traditional Internet electric business offering platforms in the mobile APP, which is convenient for users to browse commodity information anytime and anywhere, order to purchase and order tracking. This model has promoted the transformation of traditional e-commerce enterprises from shopping to mobile Internet channels, which is a necessary way to use mobile APP for online and offline interactive development, such as Amazon, eBay and so on. The above several patterns for the more popular marketing methods, as for the details while are not mentioned too much, but the hope can help you to APP marketing have a preliminary understanding, and on the road more walk more far in the marketing.[27]
In-game mobile marketing
[edit]There are essentially three major trends in mobile gaming right now: interactive real-time 3D games, massive multi-player games and social networking games. This means a trend towards more complex and more sophisticated, richer game play. On the other side, there are the so-called casual games, i.e. games that are very simple and very easy to play. Most mobile games today are such casual games and this will probably stay so for quite a while to come.
Brands are now delivering promotional messages within mobile games or sponsoring entire games to drive consumer engagement. This is known as mobile advergaming or ad-funded mobile game.
In in-game mobile marketing, advertisers pay to have their name or products featured in the mobile games. For instance, racing games can feature real cars made by Ford or Chevy. Advertisers have been both creative and aggressive in their attempts to integrate ads organically in the mobile games.
Although investment in mobile marketing strategies like advergaming is slightly more expensive than what is intended for a mobile app, a good strategy can make the brand derive a substantial revenue. Games that use advergaming make the users remember better the brand involved. This memorization increases virality of the content so that the users tend to recommend them to their friends and acquaintances, and share them via social networks.[29]
One form of in-game mobile advertising is what allows players to actually play. As a new and effective form of advertising, it allows consumers to try out the content before they actually install it. This type of marketing can also really attract the attention of users like casual players. These advertising blur the lines between game and advertising, and provide players with a richer experience that allows them to spend their precious time interacting with advertising.
This kind of advertisement is not only interesting, but also brings some benefits to marketers. As this kind of in-gaming mobile marketing can create more effective conversion rates because they are interactive and have faster conversion speeds than general advertising. Moreover, games can also offer a stronger lifetime value. They measure the quality of the consumer in advance to provide some more in-depth experience. So this type of advertising can be more effective in improving user stickiness than advertising channels such as stories and video.[30]
QR codes
[edit]Two-dimensional barcodes that are scanned with a mobile phone camera. They can take a user to the particular advertising webpage a QR code is attached to. QR codes are often used in mobile gamification when they appear as surprises during a mobile app game and directs users to the specific landing page. Such codes are also a bridge between physical medium and online via mobile: businesses print QR codes on promotional posters, brochures, postcards, and other physical advertising materials.
Bluetooth
[edit]Bluetooth technology is a wireless short range digital communication that allows devices to communicate without the now superseded RS-232 cables.[31]
Proximity systems
[edit]Mobile marketing via proximity systems, or proximity marketing, relies on GSM 03.41 which defines the Short Message Service - Cell Broadcast.[citation needed] SMS-CB allows messages (such as advertising or public information) to be broadcast to all mobile users in a specified geographical area. In the Philippines, GSM-based proximity broadcast systems are used by select Government Agencies for information dissemination on Government-run community-based programs to take advantage of its reach and popularity (Philippines has the world's highest traffic of SMS). It is also used for commercial service known as Proxima SMS. Bluewater, a super-regional shopping center in the UK, has a GSM based system supplied by NTL to help its GSM coverage for calls, it also allows each customer with a mobile phone to be tracked though the center which shops they go into and for how long. The system enables special offer texts to be sent to the phone. For example, a retailer could send a mobile text message to those customers in their database who have opted-in, who happen to be walking in a mall. That message could say "Save 50% in the next 5 minutes only when you purchase from our store." Snacks company, Mondelez International, makers of Cadbury and Oreo products has committed to exploring proximity-based messaging citing significant gains in point-of-purchase influence.[32]
Location-based services
[edit]Location-based services (LBS) are offered by some cell phone networks as a way to send custom advertising and other information to cell-phone subscribers based on their current location. The cell-phone service provider gets the location from a GPS chip built into the phone, or using radiolocation and trilateration based on the signal-strength of the closest cell-phone towers (for phones without GPS features). In the United Kingdom, which launched location-based services in 2003, networks do not use trilateration; LBS uses a single base station, with a "radius" of inaccuracy, to determine a phone's location.
Some location-based services work without GPS tracking technique, instead transmitting content between devices peer-to-peer.
There are various methods for companies to utilize a device's location.[33]
1.Store locators.
Utilizing the location-based feedback, the nearest store location can be found rapidly by retail clients.
2.Proximity-based marketing.
Companies can deliver advertisements merely to individuals in the same geographical location.
Location-based services send advertisements prospective customers of the area who may truly take action on the information.
3.Travel information.
Location-based services can provide actual time information for the smartphones, such as traffic condition and weather forecast, then the customers can make the plan.
4.Roadside assistance.
In the event of sudden traffic accidents, the roadside assistance company can develop an app to track the customer's real-time location without navigation.
Ringless voicemail
[edit]The advancement of mobile technologies has allowed the ability to leave a voice mail message on a mobile phone without ringing the line. The technology was pioneered by VoAPP, which used the technology in conjunction with live operators as a debt collection service. The FCC has ruled that the technology is compliant with all regulations.[34] CPL expanded on the existing technology to allow for a completely automated process including the replacement of live operators with pre recorded messages.
User-controlled media
[edit]Mobile marketing differs from most other forms of marketing communication in that it is often user (consumer) initiated (mobile originated, or MO) message, and requires the express consent of the consumer to receive future communications. A call delivered from a server (business) to a user (consumer) is called a mobile terminated (MT) message. This infrastructure points to a trend set by mobile marketing of consumer controlled marketing communications.[35]
Due to the demands for more user controlled media, mobile messaging infrastructure providers have responded by developing architectures that offer applications to operators with more freedom for the users, as opposed to the network-controlled media. Along with these advances to user-controlled Mobile Messaging 2.0, blog events throughout the world have been implemented in order to launch popularity in the latest advances in mobile technology. In June 2007, Airwide Solutions became the official sponsor for the Mobile Messaging 2.0 blog that provides the opinions of many through the discussion of mobility with freedom.[36]
GPS plays an important role in location-based marketing.[37]
Privacy concerns
[edit]Mobile advertising has become more and more popular. However, some mobile advertising is sent without a required permission from the consumer causing privacy violations. It should be understood that irrespective of how well advertising messages are designed and how many additional possibilities they provide, if consumers do not have confidence that their privacy will be protected, this will hinder their widespread deployment.[38] But if the messages originate from a source where the user is enrolled in a relationship/loyalty program, privacy is not considered violated and even interruptions can generate goodwill.[39]
The privacy issue became even more salient as it was before with the arrival of mobile data networks. A number of important new concerns emerged mainly stemming from the fact that mobile devices are intimately personal[40] and are always with the user, and four major concerns can be identified: mobile spam, personal identification, location information and wireless security.[41] Aggregate presence of mobile phone users could be tracked in a privacy-preserving fashion.[42]
Classification
[edit]Kaplan categorizes mobile marketing along the degree of consumer knowledge and the trigger of communication into four groups: strangers, groupies, victims, and patrons. Consumer knowledge can be high or low and according to its degree organizations can customize their messages to each individual user, similar to the idea of one-to-one marketing. Regarding the trigger of communication, Kaplan differentiates between push communication, initiated by the organization, and pull communication, initiated by the consumer. Within the first group (low knowledge/push), organizations broadcast a general message to a large number of mobile users. Given that the organization cannot know which customers have ultimately been reached by the message, this group is referred to as "strangers". Within the second group (low knowledge/pull), customers opt to receive information but do not identify themselves when doing so. The organizations therefore does not know which specific clients it is dealing with exactly, which is why this cohort is called "groupies". In the third group (high knowledge/push) referred to as "victims", organizations know their customers and can send them messages and information without first asking permission. The last group (high knowledge/pull), the "patrons" covers situations where customers actively give permission to be contacted and provide personal information about themselves, which allows for one-to-one communication without running the risk of annoying them.[43]
References
[edit]- ^ Karjaluoto Heikki and Leppäniemi Matti, "Factors influencing consumers’ willingness to accept mobile advertising: a conceptual model", Int. J Mobile Communications, Vol 3, No. 3, 2005, p. 198.
- ^ Leppäniemi, Matti, "Mobile marketing communications in consumer markets", Faculty of Economics and Business Administration, Department of Marketing, University of Oulu, 2008, p. 21.
- ^ Andreas Kaplan (2012) If you love something, let it go mobile: Mobile marketing and mobile social media 4x4 Found, Business Horizons, 55(2), 129-139 p. 130.
- ^ Is SMS Marketing Right For Your Brand? 6 Things to Consider “Salesforce”, Retrieved 2018-04-03
- ^ "Various Resources to Register for National Do Not Call Registry of India". Ndncregistry.com. Archived from the original on 2017-12-31. Retrieved 2012-11-29.
- ^ The Mobile Economy 2018 Archived 2019-09-25 at the Wayback Machine, Global System for Mobile Communications Association, Retrieved 2018-03-22
- ^ Stefko, Robert; Bacik, Radovan; Fedorko, Richard; Olearova, Maria (2022-03-30). "Gender-generation characteristic in relation to the customer behavior and purchasing process in terms of mobile marketing". Oeconomia Copernicana. 13 (1): 181–223. doi:10.24136/oc.2022.006. ISSN 2353-1827. S2CID 247944696.
- ^ An Example of Formatting Phone Numbers in the US
- ^ What are the benefits of using a short code for your business? Clickatell, Retrieved 2018-04-04
- ^ Brand Your SMS with A Sender ID SMSGlobal, Retrieved 2018-04-04
- ^ The Uncomplicated Guide to Concatenated SMS “Clickatell”, Retrieved 2018-04-03
- ^ SMS Character Limit, Twilio, Retrieved 2018-03-18
- ^ Marketing Compliance —What to Consider When Rolling Out a Global Email Program, Adobe, Retrieved 2018-03-26
- ^ Tserkonis, Pia. "The Marketer's Guide to SMS Compliance". Attentive.
- ^ MMA Consumer Best Practices Guidelines. Mobile Marketing Association. March 1, 2011.
- ^ For SMS messaging, getting routing right is important, SAP, Retrieved 2018-03-22
- ^ SMS API Fundamentals, Burst SMS, Retrieved 2018-03-01
- ^ SMS Marketing - Costs, Strategies, and More FitSmallBusiness, Retrieved 2018-04-03
- ^ Anti-SPAM Laws Around the World, Kevin Mckernan, Pierry Blog, Retrieved 2018-02-28
- ^ How many characters can I send in an MMS ClickSend, Retrieved 2018-04-04
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Mobile marketing
View on GrokipediaOverview
Definition and Scope
Mobile marketing constitutes the promotion of products, services, or brands to consumers via mobile devices, including smartphones and tablets, utilizing device-native capabilities such as geolocation, push notifications, and app ecosystems to deliver targeted messaging.[1] This approach differs from broader digital marketing by prioritizing mobile-specific contexts, where users engage with content in real-time, often on-the-go, enabling personalized interactions based on user behavior and device data.[3] Core to its execution is the integration of channels like short message service (SMS), multimedia messaging service (MMS), mobile applications, and optimized web experiences, which facilitate direct communication and measurable engagement metrics such as click-through rates and conversion data.[13] The scope of mobile marketing extends beyond traditional advertising to encompass customer acquisition, retention, and analytics-driven optimization, leveraging technologies including QR codes, near-field communication (NFC), and augmented reality for immersive experiences.[14] It operates within a multichannel framework that intersects with social media platforms, email, and in-app promotions, but remains delimited by mobile device constraints like screen size and battery life, necessitating concise, context-aware content delivery.[15] Privacy regulations, such as the General Data Protection Regulation (GDPR) in Europe effective since 2018 and the California Consumer Privacy Act (CCPA) from 2020, define legal boundaries, requiring explicit consent for data usage in targeting, which influences campaign design and efficacy.[16] In terms of market reach, mobile marketing's global scale reflects widespread smartphone penetration, with over 6.8 billion mobile subscriptions worldwide as of 2023, enabling advertisers to access audiences through high-engagement formats that yield average open rates for SMS exceeding 98%.[17] Industry projections indicate the sector's value at approximately USD 22.19 billion in 2024, forecasted to expand to USD 99.18 billion by 2033 at a compound annual growth rate (CAGR) of 18.1%, driven by advancements in artificial intelligence for personalization and 5G-enabled content delivery.[18] This growth underscores its role in bridging offline and online consumer journeys, though effectiveness varies by region due to disparities in infrastructure and adoption, with North America and Asia-Pacific leading in expenditure shares.[19]Economic Significance and Market Growth
The global mobile advertising market, a core component of mobile marketing, generated approximately $214.6 billion in revenue in 2024, underscoring its pivotal role in the digital economy.[20] This figure represents rapid expansion driven by widespread smartphone adoption and advancements in targeted advertising technologies, with year-over-year growth rates exceeding 10% in recent periods.[21] In the United States, mobile advertising spending alone reached about $203 billion in 2024, accounting for over 60% of total digital ad expenditures and highlighting the channel's dominance in mature markets.[22] Projections indicate sustained high growth, with the market expected to expand to $262.8 billion in 2025 and surpass $1 trillion by 2032, achieving a compound annual growth rate (CAGR) of around 15-24% depending on segmentation.[20] [19] Broader mobile marketing efforts, encompassing SMS, in-app promotions, and location-based campaigns, are forecasted to grow from $25.9 billion in 2025 to $57.5 billion by 2030 at a CAGR of 17.4%, fueled by rising mobile commerce integration and data analytics capabilities.[23] These trends reflect causal drivers such as increasing global internet penetration via mobiles—reaching over 5 billion users—and the shift of consumer behavior toward app-based and on-the-go interactions, which amplify return on investment for advertisers compared to traditional media.[24] Economically, mobile marketing bolsters broader digital ecosystems by driving e-commerce revenues, with U.S. mobile commerce projected at $558 billion in 2025, representing 44.6% of total retail sales.[6] Historical analyses, such as those from industry bodies, estimate that mobile-driven advertising generated up to $400 billion in incremental U.S. economic output by 2015, a figure that has likely scaled with market maturation to support millions of jobs in tech, creative, and analytics sectors worldwide.[17] This significance stems from mobile's precision in user targeting, yielding higher conversion rates and efficiency gains over non-digital channels, though growth trajectories vary by region due to regulatory differences in data privacy and ad tech adoption.[25]History
Origins in Messaging (1990s-2000s)
The Short Message Service (SMS), foundational to early mobile marketing, originated from specifications developed in 1984 as part of the GSM standard by Friedhelm Hillebrand and Bernard Ghillebaert during Franco-German cooperation. The first SMS message was transmitted on December 3, 1992, when engineer Neil Papworth sent "Merry Christmas" from a personal computer to Richard Jarvis's Orbitel 901 mobile phone via Vodafone's network in the United Kingdom.[26] Initially limited to 160 characters and person-to-person communication, SMS adoption accelerated in the mid-1990s following the release of consumer devices like the Nokia 2110 in 1993, which enabled user-initiated sending and receiving.[27] By the late 1990s, telecommunications providers began offering commercial SMS services, laying groundwork for marketing applications amid rising mobile penetration in Europe and Asia.[28] Mobile marketing via SMS emerged tentatively in the late 1990s but gained traction around 2000, when the first advertisements were disseminated through text messages, capitalizing on SMS's high open rates and direct reach.[29] Pioneering campaigns included promotional alerts for events and contests, often opt-in due to regulatory constraints and network limitations, with early examples in Finland and Japan where SMS usage surged ahead of Western markets.[4] By 2001, major brands like Universal Music launched structured SMS-based promotions, such as ringtone downloads and artist alerts, marking SMS as a viable channel for consumer engagement beyond interpersonal texting.[30] This period saw SMS evolve from novelty to mass medium, with global volumes reaching billions annually by the mid-2000s, driven by falling per-message costs and integration with billing systems for microtransactions.[31] In the 2000s, SMS marketing proliferated as mobile subscriptions exceeded 1 billion worldwide by 2002, enabling targeted campaigns via short codes and carrier partnerships.[32] Key growth factors included high engagement—early studies reported response rates up to 45% for permission-based messages—and its utility in time-sensitive promotions like flash sales or alerts, contrasting with slower email alternatives.[33] However, challenges persisted, including spam concerns prompting opt-out mechanisms and the 160-character limit constraining content depth, which nonetheless fostered concise, action-oriented messaging.[34] By decade's end, SMS had established mobile marketing's viability, with U.S. users averaging over 35 messages monthly by 2000, escalating to trillions globally, setting precedents for permission-based, real-time consumer outreach.[34][35]Smartphone-Driven Expansion (2007-2015)
The launch of Apple's iPhone on January 9, 2007, marked a pivotal shift in mobile marketing by introducing a user-friendly touchscreen device that merged telephony, music playback, and internet browsing into a single platform, thereby expanding opportunities for interactive advertising beyond text-based SMS campaigns.[36] This innovation catalyzed smartphone adoption, enabling richer media experiences like mobile websites optimized for touch interfaces and early video ads, which prior feature phones could not support effectively.[37] Global mobile advertising revenue reached $1.7 billion that year, underscoring the period's transitional growth from rudimentary messaging to device-driven engagement.[37] The Apple App Store's debut on July 10, 2008, with 500 applications, established a scalable ecosystem for third-party developers, allowing marketers to deploy branded apps for direct user interaction, gamified promotions, and in-app purchases tied to advertising.[38] Google's Android Market, launched later in 2008, broadened this model across devices, spurring competition and app proliferation that shifted marketing focus toward ecosystem-specific strategies.[39] By 2009, over 50,000 apps were available on the App Store alone, facilitating formats like interstitial ads and rewarded video, which leveraged apps' always-accessible nature to boost conversion rates compared to web-only approaches.[40] Apple's introduction of push notifications on June 17, 2009, via iOS 3.0's Apple Push Notification Service, enabled apps to deliver timely, permission-based alerts—such as promotional offers or updates—directly to users' lock screens, enhancing retention and real-time engagement without full app launches.[41] This feature, adopted widely by Android in subsequent years, integrated with emerging location-based services, allowing geotargeted campaigns that capitalized on smartphones' GPS capabilities for proximity marketing. Smartphone market growth sustained double-digit annual rates through 2013, driving ad inventory expansion and personalization via device data, though early fragmentation across OSes complicated cross-platform scaling.[42] By 2015, mobile ad revenue had surged to reflect these advancements, with apps and notifications forming core channels amid rising user penetration exceeding 20% globally in developed markets.[43]Data-Driven Maturity (2016-2025)
During the 2016-2025 period, mobile marketing transitioned into a data-driven paradigm, characterized by the widespread adoption of big data analytics, machine learning algorithms, and programmatic platforms to optimize campaign performance and user engagement. Marketers increasingly leveraged user-generated data from apps, sensors, and behavioral tracking to enable hyper-personalized advertising, such as dynamic content adjustment based on real-time location and purchase history. This shift was driven by the exponential growth in mobile data volumes, with global mobile data traffic rising from approximately 7.2 exabytes per month in 2016 to over 122 exabytes by 2025, facilitating granular audience segmentation and predictive analytics.[44][45] Mobile advertising spend underscored this maturity, surging from around $100 billion globally in 2016 to an estimated $402 billion by 2024, with projections for continued expansion into 2025 dominated by in-app formats accounting for over 80% of U.S. mobile ad revenue. Programmatic buying, which automated ad auctions using real-time bidding and AI-optimized algorithms, evolved to comprise the majority of mobile transactions, enhancing efficiency by reducing manual interventions and improving return on ad spend through precise targeting. Machine learning models, applied to vast datasets, enabled advancements like churn prediction and lifetime value estimation, with studies indicating up to 88% of marketers integrating AI for daily personalization by the mid-2020s.[46][47][48] Regulatory interventions posed significant challenges, prompting adaptations in data practices. The European Union's General Data Protection Regulation (GDPR), effective May 25, 2018, mandated explicit consent for data processing, curtailing indiscriminate tracking and compelling marketers to prioritize first-party data collection. Apple's App Tracking Transparency (ATT) framework, introduced in iOS 14.5 on April 26, 2021, required user opt-in for cross-app tracking via the Identifier for Advertisers (IDFA), resulting in opt-in rates below 30% and a pivot toward aggregated, privacy-preserving techniques like contextual signaling and device-level modeling. These changes reduced reliance on third-party cookies and IDs, fostering innovations in federated learning and on-device processing to maintain efficacy without compromising user privacy.[49][50] By 2025, the integration of 5G networks amplified data-driven capabilities, enabling low-latency, high-volume interactions such as augmented reality ads and real-time bidding at scale, with mobile programmatic expected to dominate digital ad spend. Despite privacy hurdles, empirical evidence from industry analyses showed sustained ROI improvements, as AI-driven attribution models better isolated causal impacts of campaigns amid fragmented data environments. This era solidified mobile marketing's emphasis on verifiable, outcome-oriented metrics over broad reach, with peer-reviewed frameworks highlighting the causal links between data maturity and competitive advantage in consumer acquisition.[51][52]Core Channels and Techniques
Messaging-Based Approaches
Messaging-based approaches in mobile marketing primarily encompass SMS (Short Message Service) and MMS (Multimedia Messaging Service) campaigns, which transmit concise text or multimedia content directly to consumers' mobile phones for promotional, transactional, or informational purposes. These methods leverage the ubiquity of mobile messaging, with SMS enabling up to 160-character messages and MMS supporting richer media like images or videos, often delivered via dedicated short codes (5-6 digits) or toll-free long codes for scalability and branding. Campaigns require explicit opt-in consent from recipients to comply with regulations such as the U.S. Telephone Consumer Protection Act (TCPA), which mandates express written agreement before sending marketing texts, including clear opt-out instructions like "Reply STOP to unsubscribe."[53][54] Opt-in mechanisms typically involve keyword responses (e.g., texting "JOIN" to a short code), website sign-ups, or point-of-sale prompts, ensuring lists are built from voluntary participation to minimize spam complaints and carrier filtering. Techniques include personalization via merge fields (e.g., recipient name or past purchase data), time-sensitive alerts for flash sales, and A/B testing of message variants to optimize click-through rates, which average 19% for SMS links. MMS extends this by embedding visuals, boosting engagement for product showcases, though it incurs higher per-message fees from carriers, often 2-3 times SMS costs.[55][56] Empirical data underscores effectiveness: SMS achieves 98% open rates, with 90-95% of messages read within 3 minutes and response rates up to 45%, far exceeding email benchmarks. Businesses report ROI ranging from 18% to over 40%, driven by low delivery costs (around $0.01-0.03 per message) and high conversion potential, with 29% of campaigns yielding direct sales in some sectors. In 2025, 84% of consumers opt-in to business SMS, and 82% of firms deem it effective, reflecting sustained adoption amid 5 billion global users. However, success hinges on frequency caps (e.g., 4-6 messages monthly) to avoid fatigue, as unsubscribes rise with over-sending.[57][58][59][60] Regulatory scrutiny and carrier policies, including 10DLC registration for domestic long codes since 2023, enforce traceability and penalize non-compliance with fines up to $1,500 per violation under TCPA. Internationally, GDPR in Europe demands similar consent and data minimization. While MMS open rates mirror SMS at ~98%, its use remains niche (under 20% of campaigns) due to device compatibility issues and costs, though integration with automation platforms enhances targeting via user segments like location or behavior.[61][62]Notification and In-App Engagement
Push notifications in mobile marketing consist of short messages delivered to users' devices outside the app interface, typically via operating system channels like Apple's APNs or Google's FCM, to re-engage dormant users or prompt immediate actions such as purchases or app opens.[63] These notifications leverage device permissions to appear on lock screens or in notification centers, with average opt-in rates standing at 67.5% across platforms as of 2025, though Android users opt in at higher rates (around 75-81%) compared to iOS (51%).[64] [65] Effective campaigns personalize content based on user behavior, yielding up to 10 times higher engagement than generic blasts, as they align with individual preferences and timing to reduce fatigue.[66] In-app engagement complements push notifications by delivering contextual messages within the active app session, such as tooltips, modals, or banners that guide users through features or promotions without interrupting external device alerts.[67] These methods target engaged users for deeper interactions, like onboarding prompts or personalized recommendations, which can boost retention by 20-30% when combined with segmentation strategies that tailor content to user cohorts.[68] Unlike push notifications, in-app messaging achieves near-100% delivery rates to active sessions but requires users to be online within the app, making it ideal for real-time nudges such as abandoned cart reminders or feature highlights.[69] Key techniques for maximizing engagement include timing notifications during peak user activity—often evenings or weekends for consumer apps—to achieve open rates exceeding 40% in optimized campaigns, and A/B testing message copy for brevity (under 40 characters) and relevance to sustain opt-ins above 60%.[70] Personalization via user data, such as location or past interactions, drives conversion rates up to 6-8 times higher than non-personalized equivalents, though over-sending risks unsubscribes, with users receiving an average of 46 pushes daily in the US prompting fatigue concerns.[63] [66] For in-app efforts, gamification elements like progress badges or contextual surveys enhance session depth, while integrating with push for multi-channel flows—e.g., push to re-engage followed by in-app upsell—amplifies ROI by correlating with 2-3x lifts in lifetime value.[71] [72] Challenges persist due to platform restrictions and privacy regulations like GDPR and Apple's App Tracking Transparency, which have reduced iOS opt-ins by 20-30% since 2021 implementations, necessitating transparent value propositions during permission requests to maintain trust.[73] Analytics from platforms like Braze indicate that campaigns monitoring metrics such as click-through (average 2-4%) and conversion (1-5%) enable iterative refinement, ensuring notifications contribute to overall retention rather than mere volume.[74] Empirical data underscores their business impact: apps using targeted pushes see 88% higher retention at day 30 compared to non-users.[75]Location and Proximity Targeting
Location and proximity targeting harnesses mobile device sensors and network signals to detect user positions, enabling the delivery of geographically contextual advertisements, notifications, or promotions. GPS provides outdoor accuracy of 5-10 meters via satellite triangulation, while Wi-Fi and cellular data offer broader approximations through signal strength analysis from nearby access points or towers. Bluetooth Low Energy (BLE) beacons facilitate proximity detection indoors or in dense environments, broadcasting unique identifiers detectable within 1-50 meters, independent of GPS.[76][77] Geofencing defines virtual perimeters around physical sites—such as stores, events, or urban zones—triggering automated responses like app alerts or display ads upon entry or exit, with applications spanning retail footfall induction and event check-ins since widespread adoption post-2010 smartphone proliferation. Proximity marketing refines this for micro-locations, using beacons to push aisle-specific offers or wayfinding aids, as in Apple's iBeacon protocol introduced in 2013 or Google's Eddystone framework from 2014, which support cross-platform UUID broadcasting for targeted payloads. These methods integrate with ad platforms like Google Ads or Facebook's location services, layering positional data atop demographics for hyper-local campaigns.[78][79] Empirical analyses confirm superior performance over non-location baselines; click-through rates for mobile ads rise 26.1% at revisited locations versus initial visits, derived from datasets exceeding 3 million impressions across two field experiments controlling for ad repetition effects. Proximity targeting correlates with elevated foot traffic, as location-matched display units in proximity campaigns boost store visits by linking digital exposures to physical attributions via panel data or beacon logs. Return on investment varies by relevance, with behaviorally attuned geofencing yielding higher conversion lifts—up to 2-3x in controlled retail trials—though intrusiveness risks diminish efficacy if notifications exceed contextual utility.[80][81][82]App-Centric and Immersive Methods
App-centric methods in mobile marketing emphasize user acquisition, retention, and monetization through direct integration within mobile applications, primarily via in-app advertising formats such as interstitials, rewarded videos, and native ads.[83] These approaches leverage app ecosystems to deliver targeted content, with global in-app ad spending projected to reach $390.04 billion in 2025, driven by high mobile penetration and personalized delivery capabilities.[83] In-app formats accounted for an estimated 82.3% of total mobile ad spending by 2025, reflecting a 126% growth over the prior five years, as they enable precise behavioral targeting based on user interactions within the app environment.[51] Key techniques include push notifications for re-engagement and in-app messaging for personalized promotions, which enhance retention by prompting timely actions like abandoned cart reminders or loyalty rewards.[84] Rewarded video ads, where users opt-in for incentives such as virtual currency, have demonstrated higher engagement rates compared to non-incentivized formats, with completion rates often exceeding 70% in gaming apps.[85] Personalization algorithms analyze in-app behavior to tailor ad creatives, improving click-through rates by up to 2-3 times over generic displays, though effectiveness varies by app category and user consent mechanisms.[86] Immersive methods extend app-centric strategies by incorporating augmented reality (AR), virtual reality (VR), and gamification to create interactive, sensory-rich experiences that deepen user immersion and brand recall.[87] AR overlays, such as virtual try-ons in retail apps, enable users to visualize products in real-world contexts via smartphone cameras, boosting conversion rates by 20-40% in empirical tests from e-commerce implementations.[88] VR integrations simulate fully enclosed environments for training or exploratory marketing, as seen in tourism apps offering virtual site tours, which increase dwell time and sharing behaviors.[89] Gamification elements, including badges, leaderboards, and AR-enhanced challenges, foster habitual engagement; for instance, integrating these in fitness apps has correlated with 30% higher retention after 30 days in controlled studies.[90] The return on investment for immersive app methods often stems from elevated user loyalty and data richness, with 71% of brands reporting positive ROI from such experiences and 38% achieving over 20% uplift, attributed to reduced churn and organic advocacy.[91] However, deployment requires substantial upfront development costs—AR/VR features can exceed $100,000 per integration—and success hinges on device compatibility, as adoption lags in regions with lower smartphone upgrade rates.[92] Empirical critiques highlight privacy risks from immersive data collection, necessitating transparent opt-ins to mitigate user backlash, as non-consensual tracking has led to app uninstall rates increasing by 15-25% in privacy-focused audits.[93] Overall, these methods excel in high-engagement verticals like gaming and retail, where sensory immersion causally links to behavioral outcomes beyond traditional ads.[94]Emerging Digital Integrations
Artificial intelligence (AI) integration represents a pivotal advancement in mobile marketing, enabling hyper-personalized campaigns through real-time data analysis and predictive modeling. By 2025, AI-driven tools facilitate automated content generation, audience segmentation, and fraud detection in mobile ads, with machine learning algorithms optimizing bidding and creative delivery at scale.[95][96] For instance, AI chatbots and recommendation engines process user behavior data from mobile apps to deliver tailored notifications, improving engagement rates by anticipating consumer needs rather than relying on historical patterns alone.[97] This shift toward AI sophistication addresses limitations in traditional targeting by incorporating causal factors like device context and temporal patterns, though empirical validation remains essential to distinguish genuine uplift from correlation.[98] Augmented reality (AR) and virtual reality (VR) are increasingly integrated into mobile platforms, fostering immersive advertising experiences that bridge physical and digital realms. Mobile AR applications, powered by device cameras and sensors, enable virtual try-before-buy features in e-commerce, such as overlaying products in users' environments, which has driven conversion increases in retail campaigns.[99] The global AR market surpassed $100 billion in projections for 2025, fueled by advancements in mobile hardware and AI-enhanced rendering for seamless interactions.[100] VR extensions via mobile-linked headsets further expand to experiential marketing, like virtual tours, but require low-latency networks to mitigate motion sickness and user drop-off, highlighting the interdependence with infrastructure upgrades.[101] The rollout of 5G networks amplifies these integrations by providing ultra-low latency and high bandwidth, enabling real-time personalization and complex AR/VR deployments in mobile marketing. With speeds up to 20 times faster than 4G, 5G supports instantaneous data syncing for location-based ads and live-streamed interactive content, reducing load times that previously hindered user retention.[102] This infrastructure shift facilitates IoT synergies, where connected devices feed granular behavioral data into mobile campaigns for contextual targeting, such as proximity-triggered promotions via smart wearables.[103] Blockchain complements these by ensuring transparent, privacy-preserving ad transactions; decentralized ledgers verify ad views and mitigate fraud without central intermediaries, though adoption lags due to scalability challenges in high-volume mobile ecosystems.[104] Empirical studies indicate blockchain reduces discrepancies in attribution by up to 30% in targeted mobile ads, prioritizing verifiable outcomes over opaque reporting.[105]Technical Foundations
Targeting Mechanisms and Personalization
Targeting mechanisms in mobile marketing rely on device sensors, user data, and algorithmic processing to identify and segment audiences for ad delivery. Primary methods include location-based targeting, which leverages GPS, Wi-Fi, and IP addresses to serve ads to users in specific geographic areas; as of 2023, the location-based advertising market was valued at USD 111.2 billion, with projections to reach USD 296.8 billion by 2030 at a compound annual growth rate (CAGR) of 15.1%.[106] Behavioral targeting analyzes in-app actions, browsing history, and purchase patterns to predict user interests, enabling retargeting of users who have interacted with similar content or abandoned carts.[107] Device fingerprinting collects unique device attributes—such as screen resolution, installed fonts, and browser settings—to create persistent identifiers for cross-session tracking, circumventing cookie deprecation in privacy-focused environments.[108] Personalization extends these mechanisms by dynamically tailoring content using first-party data from apps and consented signals. AI algorithms process real-time behavioral data to generate individualized recommendations, such as product suggestions in e-commerce apps based on recent searches or session context.[109] Contextual targeting matches ads to the immediate app or page environment, like displaying weather-related promotions during inclement conditions detected via device APIs, without relying on historical user profiles.[110] Segmentation refines this further by grouping users into cohorts via RFM (recency, frequency, monetary value) analysis, allowing marketers to prioritize high-value segments for customized push notifications or in-app messages.[111] Empirical evidence underscores the efficacy of integrated targeting and personalization; for instance, geofencing campaigns yield up to 73% higher engagement rates compared to non-location-based ads, as users receive timely, proximity-relevant offers.[110] However, implementation requires balancing data utility with privacy constraints, as over-reliance on fingerprinting or behavioral signals can trigger user opt-outs under regulations like GDPR and Apple's App Tracking Transparency, reducing addressable audiences by up to 50% in Safari-dominated mobile browsing.[112] Marketers mitigate this by prioritizing consented first-party data and hybrid approaches combining contextual cues with minimal identifiers, ensuring sustained relevance amid evolving platform restrictions.[113]Delivery Infrastructure
Delivery infrastructure in mobile marketing encompasses the networked systems, protocols, and services that enable the transmission of promotional content to user devices, including SMS, MMS, push notifications, and in-app messages. Core components include carrier interfaces for messaging and cloud-based push services that ensure scalability and reliability across iOS and Android ecosystems. These systems must handle high-volume traffic while complying with device-specific standards, such as Apple's APNS for iOS push delivery and Google's Firebase Cloud Messaging (FCM) for Android, which route notifications through secure, authenticated channels to minimize latency and packet loss.[114][115] SMS and MMS delivery primarily occurs via gateways that bridge application servers to mobile network operators (MNOs), converting API requests into Short Message Service (SMS) or Multimedia Messaging Service (MMS) packets compatible with GSM or CDMA protocols. Established in the early 2000s, these gateways aggregate traffic from multiple carriers to achieve delivery rates often exceeding 98% in compliant campaigns, though success depends on factors like handset compatibility and network congestion.[116][117] Providers such as Twilio or Nexmo expose RESTful APIs for marketers to integrate, enabling programmatic sending of text-based promotions with features like concatenation for longer messages up to 1,600 characters.[118] Push notification infrastructure leverages vendor-specific services integrated with mobile operating systems; for instance, APNS employs persistent TCP connections for iOS devices, supporting up to 4,000 concurrent notifications per connection as of iOS 13 updates in 2019. Cross-platform platforms like OneSignal abstract these by maintaining device tokens and queuing messages in distributed servers, often backed by AWS or Google Cloud for global redundancy.[114][119] In-app and rich media delivery incorporates content delivery networks (CDNs) to cache assets like images or videos near edge locations, reducing load times to under 2 seconds for 95% of requests in optimized setups, which is critical for engagement in location-based or immersive campaigns.[120][121] Reliability is enhanced through failover mechanisms and quality-of-service protocols, such as HTTP/2 for push multiplexing, but challenges persist in emerging markets where 2G/3G dominance limits MMS viability, with fallback to SMS achieving 99% open rates within minutes of dispatch.[122] Overall, modern infrastructures prioritize API-driven orchestration, with platforms reporting average delivery speeds of 1-5 seconds for notifications via optimized routing algorithms.[123]Analytics and Performance Measurement
Analytics and performance measurement in mobile marketing involve tracking user interactions across channels to evaluate campaign effectiveness, optimize resource allocation, and quantify return on investment (ROI). Core processes rely on data collection from app installs, in-app events, and cross-device behaviors, using probabilistic and deterministic models to attribute outcomes amid fragmented user journeys.[124] Industry standards emphasize metrics beyond vanity figures like downloads, focusing on monetizable actions such as purchases or subscriptions.[125] Key performance indicators (KPIs) include cost per install (CPI), which averaged 5.00 for iOS apps in high-competition categories as of 2024; retention rates, with day-1 retention hovering at 25-30% for most apps; and average revenue per user (ARPU), often benchmarked against cohort analysis to assess long-term value.[126] Conversion rates from ad clicks to installs typically range from 1-5%, varying by channel, while engagement metrics like session duration and daily active users (DAU) inform retention strategies.[127] Revenue attribution metrics, such as lifetime value (LTV) versus customer acquisition cost (CAC), enable ROI calculations, where LTV:CAC ratios above 3:1 indicate sustainable campaigns per AppsFlyer's 2025 benchmarks.[128] Attribution modeling addresses multi-touchpoint challenges through tools like mobile measurement partners (MMPs), including AppsFlyer and Adjust, which integrate SDKs for real-time tracking of installs and events across ad networks.[129] Deterministic attribution uses device IDs for precise mapping, but post-2021 iOS privacy changes, probabilistic methods relying on aggregated signals have become prevalent, reducing accuracy by up to 20-30% in some studies.[130] Multi-touch models, such as linear or time-decay, distribute credit across interactions, outperforming last-click approaches in capturing 70-80% of influenced conversions according to Adjust's analyses.[131] A/B testing and cohort analysis refine performance by isolating variables like push notification timing, yielding uplift in open rates of 10-15% in controlled trials.[132] However, challenges persist: privacy regulations like Apple's App Tracking Transparency limit data granularity, inflating CPI by 15-25% and complicating cross-channel ROI, as 36% of marketers cited acquisition scaling without cost escalation as a top hurdle in 2025 surveys.[133] Fraud detection integrates machine learning in MMPs to filter invalid traffic, which accounted for 20-30% of global installs in AppsFlyer's 2023 Performance Index, ensuring cleaner metrics.[134]| Metric | Description | Typical Benchmark (2024-2025) |
|---|---|---|
| CPI | Cost to acquire one app install | 5.00 (iOS gaming)[126] |
| Retention Rate (D1) | Percentage of users returning after day 1 | 25-30%[127] |
| ARPU | Revenue generated per active user | Varies; 2.00 monthly for non-gaming[135] |
| LTV:CAC Ratio | Long-term value vs. acquisition cost | >3:1 for profitability[128] |
| CTR | Click-through rate on ads | 1-2% for mobile display[136] |
Effectiveness and Business Impact
Empirical ROI Data and Metrics
Empirical assessments of return on investment (ROI) in mobile marketing reveal significant variation across channels, influenced by factors such as targeting precision, opt-in rates, and attribution models. ROI is typically calculated as (revenue generated - cost) / cost, with data drawn from aggregated campaign analyses rather than randomized controlled trials, which remain limited in peer-reviewed literature. Industry reports, often based on self-reported advertiser data, indicate higher returns for direct-response channels like SMS compared to broader mobile advertising, though these figures may reflect optimistic averages from successful campaigns and overlook attribution errors or long-tail effects.[138] For SMS marketing, aggregated benchmarks show an average ROI ranging from $45 to $71 per dollar spent, attributed to open rates exceeding 98% and click-through rates around 19%. These metrics stem from analyses of e-commerce and service-sector campaigns, where SMS drives immediate conversions; for instance, a study of cross-industry data reported up to 71:1 returns due to low per-message costs (typically 0.05) and high response rates. Case-specific evidence supports this, with a Malaysian food delivery firm achieving doubled conversion rates and 30% cost reductions via SMS automation. However, such ROI depends on compliance with opt-in regulations and segmentation, as unsubscribes can erode gains if messaging frequency exceeds consumer tolerance.[138][139][140] Push notifications in mobile apps yield ROIs up to 35:1 in optimized scenarios, driven by engagement metrics like 2.5-3% click-through rates and delivery rates over 80% for recent users. Empirical analysis from app analytics platforms indicates that personalized, time-sensitive pushes boost retention by up to 88% and revenue per user, particularly in retail where average click-through reaches 3%. Web-based push variants, adaptable to mobile contexts, report ROIs 2-10 times higher than email equivalents, though mobile-specific studies emphasize the need for A/B testing to mitigate opt-out rates averaging 4-5%. These returns are most pronounced in high-frequency apps, but causal attribution requires isolating push effects from organic app usage via holdout groups.[141][63][65] Mobile advertising, encompassing display and video ads across apps and browsers, posts lower average ROIs around $10.51 per dollar invested, reflecting higher competition and fraud risks that inflate costs without proportional revenue. In-app formats show potential uplift, with one survey of advertisers finding 41% higher campaign ROIs versus non-in-app placements, due to contextual relevance and reduced ad blockers. Global spend data correlates with effectiveness, as mobile ad revenue hit $360 billion in 2023, but ROI varies by format—rewarded video ads in games often exceed 20:1 in user acquisition, per developer reports—while broader programmatic buys hover at 2-5:1 amid viewability challenges. Attribution models like multi-touch or incrementality testing are essential to validate these, as last-click metrics overstate short-term gains.[142][143][85]| Channel | Average ROI (per $1 spent) | Key Metric Supporting ROI | Source |
|---|---|---|---|
| SMS Marketing | 71 | 98% open rate | Infobip/G2 |
| Push Notifications | Up to $35 | 2.5-3% CTR | MoEngage |
| Mobile Advertising | ~$10.51 | Varies by format (e.g., rewarded video >20:1) | Marketful |
